Upload 18 files

hardwarelist/1_cleanup_hardware_table.ipynb

@@ -0,0 +1,127 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import os\n",
+    "import gzip\n",
+    "import pickle\n",
+    "import openai\n",
+    "import re\n",
+    "import copy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open('hardware.txt', 'r') as file:\n",
+    "    hardware_txt = file.read()\n",
+    "\n",
+    "# [x.split(';') for x in hardware_txt.split('\\n')]\n",
+    "stuff = []\n",
+    "for x in hardware_txt.split('\\n'):\n",
+    "    if len(x.split(';')) == 4:\n",
+    "        print(\"error\")\n",
+    "        print(x)\n",
+    "    stuff.append(x.split(';'))\n",
+    "\n",
+    "hardware_df = pd.DataFrame(stuff, columns=['hardware_name', 'hashrate', 'efficiency'])\n",
+    "\n",
+    "\n",
+    "#remove rows that contain x2,x3 etc\n",
+    "hardware_df = hardware_df[~hardware_df['hardware_name'].str.contains(\"x[0-9]\")]\n",
+    "hardware_df = hardware_df[~hardware_df['hardware_name'].str.contains(\"cards\")]\n",
+    "\n",
+    "#remove text in brackets from hardware_name\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\(.*\\)\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"OC\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\d+ *Gh/s\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\d+ *GH/S\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\d+ *GH/s\",\"\", x).strip())\n",
+    "\n",
+    "#remove duplicate hardware names\n",
+    "hardware_df = hardware_df.drop_duplicates(subset=['hardware_name'])\n",
+    "\n",
+    "#reset index\n",
+    "hardware_df = hardware_df.reset_index(drop=True)\n",
+    "hardware_df[\"hardware_index\"] = hardware_df.index\n",
+    "hardware_df.to_csv('hardware_bitcoinwiki.csv', index=False)\n",
+    "\n",
+    "# save it as a csv with columns \"index,hardware_name\"\n",
+    "hardware_df = hardware_df[['hardware_index', 'hardware_name']]\n",
+    "# hardware_df.to_csv('hardware_index.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open('hardware_new.txt', 'r') as file:\n",
+    "    hardware_txt = file.read()\n",
+    "\n",
+    "hardware_df = pd.DataFrame([x.split(';') for x in hardware_txt.split('\\n')], columns=['hardware_name', 'date', 'speed','power','noise','hash','profit'])\n",
+    "\n",
+    "# keep only SHA-256\n",
+    "hardware_df = hardware_df[hardware_df['hash'] == \"SHA-256\"]\n",
+    "\n",
+    "# efficiency = speed/power\n",
+    "hardware_df['Mhash/J'] = hardware_df['speed'].str.replace(\"Th/s\",\"\").astype(float)/hardware_df['power'].str.replace(\"W\",\"\").astype(float) * 1000000\n",
+    "\n",
+    "#remove text in brackets from hardware_name\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\(.*\\)\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"OC\",\"\", x).strip())\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].apply(lambda x: re.sub(r\"\\d+ *Th/s\",\"\", x).strip())\n",
+    "\n",
+    "# rename date to hardware_release_date\n",
+    "hardware_df = hardware_df.rename(columns={\"date\": \"hardware_release_date\"})\n",
+    "\n",
+    "#reset index\n",
+    "hardware_df = hardware_df.reset_index(drop=True)\n",
+    "hardware_df[\"hardware_index\"] = hardware_df.index\n",
+    "hardware_df.to_csv('hardware_asicminervalue.csv', index=False)\n",
+    "\n",
+    "with_date = hardware_df[['hardware_index', 'hardware_name', 'hardware_release_date']]\n",
+    "with_date.to_csv('asicminervalue_with_date.csv', index=False)\n",
+    "\n",
+    "# save it as a csv with columns \"index,hardware_name\"\n",
+    "hardware_df = hardware_df[['hardware_index', 'hardware_name']]"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

hardwarelist/2_merge_tables.ipynb

@@ -0,0 +1,95 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import os\n",
+    "import gzip\n",
+    "import pickle\n",
+    "import openai\n",
+    "import re\n",
+    "import copy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "old = pd.read_csv('hardware_bitcoinwiki.csv') #hardware_name,hashrate,efficiency,hardware_index\n",
+    "new = pd.read_csv('hardware_asicminervalue.csv') #hardware_name,hardware_release_date,speed,power,noise,hash,profit,Mhash/J,hardware_index\n",
+    "\n",
+    "# rename columns\n",
+    "old = old.rename(columns={\"hashrate\": \"speed\", \"efficiency\": \"Mhash/J\"})\n",
+    "\n",
+    "old = old[['hardware_name', \"Mhash/J\"]]\n",
+    "new = new[['hardware_name', \"Mhash/J\"]]\n",
+    "\n",
+    "# merge the two hardware csvs\n",
+    "hardware_df = pd.concat([old, new]).reset_index(drop=True)\n",
+    "\n",
+    "# remove rows with \"unknown\" Mhash/J\n",
+    "hardware_df = hardware_df[hardware_df['Mhash/J'] != \"unknown\"]\n",
+    "\n",
+    "# make all names lowercase\n",
+    "hardware_df['hardware_name'] = hardware_df['hardware_name'].str.lower()\n",
+    "\n",
+    "# remove duplicate hardware names\n",
+    "hardware_df = hardware_df.drop_duplicates(subset=['hardware_name'])\n",
+    "\n",
+    "# sort by hardware_name\n",
+    "hardware_df = hardware_df.sort_values(by=['hardware_name'])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hardware_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hardware_df.to_csv('hardware_merged.csv', index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

hardwarelist/3_paper_list.ipynb

@@ -0,0 +1,615 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# enable to update the pmax evolution table, otherwise turn it off as it breaks the rest\n",
+    "# PMAX_EVOLUTION = True\n",
+    "PMAX_EVOLUTION = False"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "pd.set_option('display.max_rows', 10)\n",
+    "\n",
+    "# Read the CSV file\n",
+    "df = pd.read_csv('hardware_merged.csv')\n",
+    "asicminervalue_with_date = pd.read_csv('hardware_asicminervalue.csv', usecols=['hardware_index', 'hardware_name', 'hardware_release_date'])\n",
+    "asicminervalue_with_date = asicminervalue_with_date.drop(columns=['hardware_index'])\n",
+    "\n",
+    "# drop duplicate hardware_name rows in asicminervalue_with_date\n",
+    "asicminervalue_with_date = asicminervalue_with_date.drop_duplicates(subset='hardware_name', keep='first')\n",
+    "\n",
+    "# lowercase values in asicminervalue_with_date\n",
+    "asicminervalue_with_date['hardware_name'] = asicminervalue_with_date['hardware_name'].str.lower()\n",
+    "asicminervalue_with_date['hardware_name'] = asicminervalue_with_date['hardware_name'].str.replace(\"bitmain \",\"\")\n",
+    "asicminervalue_with_date.rename(columns={'hardware_release_date': 'release_date'}, inplace=True)\n",
+    "\n",
+    "\n",
+    "# Sort the dataframe by efficiency (Mhash/J) in descending order\n",
+    "df_sorted = df.sort_values(by='Mhash/J', ascending=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_sorted # hardware_name\tMhash/J"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "asicminervalue_with_date # \thardware_name\thardware_release_date\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# left join\n",
+    "result = pd.merge(df_sorted, asicminervalue_with_date, on='hardware_name', how='left')\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result.to_csv('paper_list.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# take rows where Mhash/J < 10.3\n",
+    "gpus = result[result['Mhash/J'] < 10.3]\n",
+    "gpus = gpus[[\"hardware_name\"]]\n",
+    "# gpus.to_csv('gpu_list.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gpu_and_date = pd.read_csv('gpu_and_date.csv',delimiter=';')\n",
+    "gpu_and_date # hardware_name\trelease_date"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# left join\n",
+    "result = pd.merge(result, gpu_and_date, on='hardware_name', how='left') # hardware_name\tMhash/J\trelease_date_x\trelease_date_y\n",
+    "# merge the two release_date columns\n",
+    "result['release_date'] = result['release_date_x'].combine_first(result['release_date_y'])\n",
+    "result = result.drop(columns=['release_date_x', 'release_date_y'])\n",
+    "result.to_csv('paper_list.csv', index=False)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hardware_instances = pd.read_csv('../bitcoinforum/5_processing_extracted_data/hardware_instances_with_efficiency.csv') # date\thardware TH/J\n",
+    "hardware_instances.rename(columns = {'hardware':'hardware_name'}, inplace = True)\n",
+    "hardware_instances.rename(columns = {'date':'date_used'}, inplace = True)\n",
+    "hardware_instances.drop(columns=['TH/J'], inplace=True)\n",
+    "hardware_instances"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # for each thing in \"result\", find the first date in hardware_instances\n",
+    "# result['first_date_used'] = None\n",
+    "# for index, row in result.iterrows():\n",
+    "#     hardware_name = row['hardware_name']\n",
+    "#     release_date = hardware_instances[hardware_instances['hardware_name'] == hardware_name]['date_used'].min()\n",
+    "#     result.at[index, 'first_date_used'] = release_date\n",
+    "\n",
+    "# for each thing in \"result\", find the first date in hardware_instances that comes after the release date\n",
+    "result['first_date_used'] = None\n",
+    "for index, row in result.iterrows():\n",
+    "    hardware_name = row['hardware_name']\n",
+    "    release_date = row['release_date']\n",
+    "    release_date = pd.to_datetime(release_date, errors='coerce')\n",
+    "    if release_date is not pd.NaT:\n",
+    "        date_used = hardware_instances[hardware_instances['hardware_name'] == hardware_name]['date_used']\n",
+    "        # Convert 'date_used' and 'release_date' to datetime\n",
+    "        date_used = pd.to_datetime(date_used, errors='coerce')\n",
+    "        date_used = date_used[date_used >= release_date].min()\n",
+    "        result.at[index, 'first_date_used'] = str(date_used).replace(\"NaT\",\"*\")\n",
+    "    else:\n",
+    "        release_date = hardware_instances[hardware_instances['hardware_name'] == hardware_name]['date_used'].min()\n",
+    "        result.at[index, 'first_date_used'] = release_date\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# replace dates like Mar 4th, 2009 with Mar 2009\n",
+    "result[\"release_date\"] = result[\"release_date\"].str.replace(r'(\\w{3}) \\d{1,2}(?:th|st|nd|rd), (\\d{4})', r'\\1 \\2', regex=True)\n",
+    "# in first_date_used, remove the time\n",
+    "result[\"first_date_used\"] = result[\"first_date_used\"].str.split(\" \").str[0]\n",
+    "# replace \"unknown\" with \"*\"\n",
+    "result[\"release_date\"] = result[\"release_date\"].replace(\"unknown\", \"*\")\n",
+    "# replace NaN with \"*\"\n",
+    "result[\"first_date_used\"] = result[\"first_date_used\"].replace(float('nan'), \"*\")\n",
+    "result[\"release_date\"] = result[\"release_date\"].replace(float('nan'), \"*\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add type columns: GPU if Mhash/J < 10.3, ASIC otherwise\n",
+    "result['type'] = None\n",
+    "for index, row in result.iterrows():\n",
+    "    if row['Mhash/J'] < 10.3:\n",
+    "        result.at[index, 'type'] = 'GPU'\n",
+    "    else:\n",
+    "        result.at[index, 'type'] = 'ASIC'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# convert efficiency to TH/J and scientific notation\n",
+    "result['TH/J'] = result['Mhash/J'] / 1e6\n",
+    "result['TH/J'] = result['TH/J'].apply(lambda x: '%.2E' % x)\n",
+    "result = result[['type', 'hardware_name', 'release_date', 'first_date_used', 'TH/J']]\n",
+    "result = result.rename(columns={\"hardware_name\": \"Hardware name\"})\n",
+    "result = result.rename(columns={\"type\": \"Type\"})\n",
+    "result = result.rename(columns={\"release_date\": \"Release date\"})\n",
+    "result = result.rename(columns={\"first_date_used\": \"First date used\"})\n",
+    "result = result.rename(columns={\"TH/J\": \"Eff. (TH/J)\"})\n",
+    "# Make first hardware_name letter uppercase\n",
+    "result['Hardware name'] = result['Hardware name'].str.capitalize()\n",
+    "# if hardware_name starts with \"Gtx\", replace with \"GTX\"\n",
+    "result['Hardware name'] = result['Hardware name'].str.replace(\"Gtx\", \"GTX\")\n",
+    "result['Hardware name'] = result['Hardware name'].str.replace(\"Gts\", \"GTS\")\n",
+    "result['Hardware name'] = result['Hardware name'].str.replace(\"Gt\", \"GT\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(\"corrections = [\")\n",
+    "for row in result.iterrows():\n",
+    "    release_date = row[1]['Release date']\n",
+    "    if release_date == \"*\":\n",
+    "        print(\"{\" + f\"\"\"\n",
+    "    'Hardware name': '{row[1]['Hardware name']}', 'Release date': \"\" # First date used = {row[1]['First date used']}\n",
+    "    \"\"\".strip().replace(\"#\",\"},#\"))\n",
+    "print(\"]\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "corrections = [\n",
+    "{'Hardware name': 'Ion', 'Release date': 'February 2009' },# First date used = 2011-07-06\n",
+    "{'Hardware name': 'Quadro nvs 135m', 'Release date': 'May 9th, 2007' },# First date used = *\n",
+    "{'Hardware name': '8800gts', 'Release date': 'Feb 12th, 2007' },# First date used = 2011-03-08\n",
+    "{'Hardware name': 'Quadro fx 1600m', 'Release date': \"Jun 1st, 2007\" },# First date used = *\n",
+    "{'Hardware name': '8800 gts', 'Release date': \"Feb 12th, 2007\" },# First date used = 2011-05-23\n",
+    "{'Hardware name': '9600gso512', 'Release date': \"Oct 23rd, 2008\" },# First date used = 2011-05-28\n",
+    "{'Hardware name': '9600gt', 'Release date': \"Feb 21st, 2008\" },# First date used = 2011-06-10\n",
+    "{'Hardware name': '9800gx2', 'Release date': \"Feb 21st, 2008\" },# First date used = 2011-04-14\n",
+    "{'Hardware name': '9800gtx', 'Release date': \"May 27th, 2009\" },# First date used = 2012-09-27\n",
+    "{'Hardware name': '9600gso', 'Release date': \"Apr 28th, 2008\" },# First date used = 2011-05-22\n",
+    "{'Hardware name': 'GTX280', 'Release date': \"Jun 16th, 2008\" },# First date used = 2011-04-25\n",
+    "{'Hardware name': 'GTX260c216', 'Release date': \"Sep 16th, 2008\" },# First date used = 2011-05-23\n",
+    "{'Hardware name': 'Quadro nvs 3100m', 'Release date': \"Jul 23rd, 2013\" },# First date used = *\n",
+    "{'Hardware name': '9800gt ee', 'Release date': \"Jul 21st, 2008\" },# First date used = *\n",
+    "{'Hardware name': '8800gt', 'Release date': \"Oct 29th, 2007\" },# First date used = 2010-12-23\n",
+    "{'Hardware name': '9800gt', 'Release date': \"Jul 21st, 2008\" },# First date used = 2011-05-16\n",
+    "{'Hardware name': '4550', 'Release date': \"Sep 30th, 2008\" },# First date used = 2012-04-19\n",
+    "{'Hardware name': '4570m', 'Release date': \"Jan 9th, 2009\" },# First date used = 2012-09-13\n",
+    "{'Hardware name': '9400m', 'Release date': \"Oct 15th, 2008\" },# First date used = 2011-06-24\n",
+    "{'Hardware name': 'GTX 560m', 'Release date': \"May 30th, 2011\" },# First date used = *\n",
+    "{'Hardware name': 'Quadro fx 2000m', 'Release date': \"Jan 13th, 2011\" },# First date used = *\n",
+    "{'Hardware name': 'Quadro fx 3600m', 'Release date': \"Feb 23rd, 2008\" },# First date used = *\n",
+    "{'Hardware name': '6310m', 'Release date': \"Nov 9th, 2010\" },# First date used = 2013-05-17\n",
+    "{'Hardware name': '5450', 'Release date': \"Jan 7th, 2010\" },# First date used = 2012-01-25\n",
+    "{'Hardware name': '5550', 'Release date': \"Feb 9th, 2010\" },# First date used = 2011-07-27\n",
+    "{'Hardware name': 'GTS 350m', 'Release date': \"Jan 7th, 2010\" },# First date used = *\n",
+    "{'Hardware name': '5650', 'Release date': \"Jan 7th, 2010\" },# First date used = 2011-04-15\n",
+    "{'Hardware name': '5670', 'Release date': \"Jan 14th, 2010\" },# First date used = 2011-05-08\n",
+    "{'Hardware name': '5570', 'Release date': \"Feb 9th, 2010\" },# First date used = 2011-02-28\n",
+    "{'Hardware name': 'Bitforce sha256 single', 'Release date': \"May 2012\" },# First date used = 2012-05-09\n",
+    "{'Hardware name': 'Bitcoin dominator x5000', 'Release date': \"January 30, 2013\" },# First date used = *\n",
+    "{'Hardware name': 'Lancelot', 'Release date': \"February 11, 2013\" },# First date used = 2013-02-02\n",
+    "{'Hardware name': 'Icarus', 'Release date': \"November 9, 2011\" },# First date used = 2011-12-04\n",
+    "{'Hardware name': 'Modminer quad', 'Release date': \"2012-06-28\" },# First date used = 2012-06-28\n",
+    "{'Hardware name': 'Butterflylabs mini rig', 'Release date': \"May 14, 2012\" },# First date used = 2012-05-14\n",
+    "{'Hardware name': 'X6500 fpga miner', 'Release date': \"2011-08-30\" },# First date used = 2011-08-30\n",
+    "{'Hardware name': 'Avalon batch 1', 'Release date': \"2013-01-13\" },# First date used = 2013-01-13\n",
+    "{'Hardware name': 'Avalon batch 3', 'Release date': \"2013-03-25\" },# First date used = 2013-03-25\n",
+    "{'Hardware name': 'Avalon batch 2', 'Release date': \"2013-02-26\" },# First date used = 2013-02-26\n",
+    "{'Hardware name': 'Asicminer be blade', 'Release date': \"2013-05-15\" },# First date used = 2013-05-15\n",
+    "{'Hardware name': 'Asicminer be sapphire', 'Release date': \"2013-05-15\" },# First date used = *\n",
+    "{'Hardware name': 'Bitmine.ch avalon clone 85gh', 'Release date': \"2013-07-11\" },# First date used = 2013-07-11\n",
+    "{'Hardware name': 'Terrahash dx large', 'Release date': \"2013-06-18\" },# First date used = 2013-06-18\n",
+    "{'Hardware name': 'Terrahash klondike 16', 'Release date': \"2013-05-28\" },# First date used = 2013-05-28\n",
+    "{'Hardware name': 'Terrahash dx mini', 'Release date': \"2013-05-28\" },# First date used = *\n",
+    "{'Hardware name': 'Terrahash klondike 64', 'Release date': \"2013-05-28\" },# First date used = 2013-05-30\n",
+    "{'Hardware name': 'Asicminer be cube', 'Release date': \"2013-11-09\" },# First date used = 2013-11-09\n",
+    "{'Hardware name': 'Klondike', 'Release date': \"2013-05-10\" },# First date used = 2013-05-10\n",
+    "{'Hardware name': 'Bfl sc', 'Release date': \"2013-01-29\" },# First date used = 2013-01-29\n",
+    "{'Hardware name': 'Bfl single \\'sc\\'', 'Release date': \"2013-04-05\" },# First date used = 2013-04-05\n",
+    "{'Hardware name': 'Knc jupiter', 'Release date': \"2013-05-27\" },# First date used = 2013-05-27\n",
+    "{'Hardware name': 'Knc saturn', 'Release date': \"2013-06-05\" },# First date used = 2013-06-05\n",
+    "{'Hardware name': 'Kncminer mercury', 'Release date': \"2013-08-03\" },# First date used = 2013-08-03\n",
+    "{'Hardware name': 'Antminer s1', 'Release date': \"October 5, 2013\" },# First date used = 2013-11-26\n",
+    "{'Hardware name': 'Metabank', 'Release date': \"2013-06-12\" },# First date used = 2013-06-12\n",
+    "{'Hardware name': 'Nanofury nf2', 'Release date': \"2014-03-25\" },# First date used = 2014-03-25\n",
+    "{'Hardware name': 'Cointerra terraminer iv', 'Release date': \"2013-09-03\" },# First date used = 2013-09-03\n",
+    "{'Hardware name': '1 th/s coincraft miner', 'Release date': \"2013-12-17\" },# First date used = 2013-12-17\n",
+    "{'Hardware name': 'Nanofury / icefury', 'Release date': \"\" },# First date used = 2013-10-27\n",
+    "{'Hardware name': 'Antminer u1', 'Release date': \"\" },# First date used = 2013-12-26\n",
+    "{'Hardware name': 'Rkminer t1 800g', 'Release date': \"\" },# First date used = 2014-09-01\n",
+    "{'Hardware name': 'Hashbuster micro', 'Release date': \"Mar 31, 2014\" },# First date used = *\n",
+    "{'Hardware name': 'Asicminer be tube', 'Release date': \"October 2014\" },# First date used = 2013-05-19\n",
+    "{'Hardware name': 'Antminer s2', 'Release date': \"\" },# First date used = 2014-03-23\n",
+    "{'Hardware name': 'Hashfast baby jet', 'Release date': \"\" },# First date used = 2013-08-04\n",
+    "{'Hardware name': 'Hashfast sierra', 'Release date': \"\" },# First date used = 2013-09-22\n",
+    "{'Hardware name': 'Hashfast sierra evo 3', 'Release date': \"Mar 7, 2014\" },# First date used = *\n",
+    "{'Hardware name': 'Rkminer rocket box', 'Release date': \"\" },# First date used = 2014-08-12\n",
+    "{'Hardware name': 'Btc garden am-v1', 'Release date': \"\" },# First date used = 2014-07-10\n",
+    "{'Hardware name': '1th dragon bitcoin miner', 'Release date': \"\" },# First date used = 2014-03-06\n",
+    "{'Hardware name': 'Rkminer r4-box', 'Release date': \"\" },# First date used = 2014-06-18\n",
+    "{'Hardware name': 'Rkminer r3-box', 'Release date': \"\" },# First date used = 2014-07-11\n",
+    "{'Hardware name': '2 th/s coincraft miner', 'Release date': \"\" },# First date used = 2013-11-18\n",
+    "{'Hardware name': 'Blue fury', 'Release date': \"\" },# First date used = 2013-09-24\n",
+    "{'Hardware name': 'Black arrow prospero x-3', 'Release date': \"\" },# First date used = 2013-11-19\n",
+    "{'Hardware name': 'Antminer u3', 'Release date': \"\" },# First date used = 2014-06-12\n",
+    "{'Hardware name': 'Antminer u2+', 'Release date': \"\" },# First date used = 2014-03-03\n",
+    "{'Hardware name': 'Black arrow prospero x-1', 'Release date': \"\" },# First date used = 2013-11-28\n",
+    "{'Hardware name': 'Red/bluefury', 'Release date': \"\" },# First date used = 2013-09-19\n",
+    "{'Hardware name': 'Hashcoins apollo v3', 'Release date': \"\" },# First date used = 2014-07-07\n",
+    "{'Hardware name': 'Spondooliestech sp10 dawson', 'Release date': \"\" },# First date used = 2014-04-18\n",
+    "{'Hardware name': 'Twinfury', 'Release date': \"\" },# First date used = 2013-12-23\n",
+    "{'Hardware name': 'Bi*fury', 'Release date': \"\" },# First date used = 2013-11-25\n",
+    "{'Hardware name': 'Butterflylabs (bfl) jalapeno', 'Release date': \"2013-04-22\" },# First date used = 2013-01-16\n",
+    "{'Hardware name': 'Antminer s3+', 'Release date': \"\" },# First date used = 2014-08-18\n",
+    "{'Hardware name': 'Asicminer be prisma', 'Release date': \"\" },# First date used = 2014-09-29\n",
+    "{'Hardware name': 'Bfl monarch', 'Release date': \"\" },# First date used = 2013-12-21\n",
+    "{'Hardware name': 'Knc neptune', 'Release date': \"\" },# First date used = 2013-11-27\n",
+    "{'Hardware name': 'Antminer s4', 'Release date': \"\" },# First date used = 2014-10-02\n",
+    "{'Hardware name': 'Hashcoins zeus v3', 'Release date': \"2014-10-02\" },# First date used = *\n",
+    "{'Hardware name': 'Spondooliestech sp30 yukon', 'Release date': \"\" },# First date used = 2014-04-18\n",
+    "{'Hardware name': 'Spondooliestech sp35 yukon', 'Release date': \"\" },# First date used = 2014-12-08\n",
+    "{'Hardware name': 'Spondooliestech sp20 jackson', 'Release date': \"\" },# First date used = 2014-11-10\n",
+    "{'Hardware name': 'Spondooliestech sp31 yukon', 'Release date': \"\" },# First date used = 2014-11-17\n",
+    "{'Hardware name': 'Bitmine coincraft a1', 'Release date': \"December 2013\" },# First date used = *\n",
+    "{'Hardware name': 'Antminer s5+', 'Release date': \"\" },# First date used = 2015-08-18\n",
+    "{'Hardware name': 'Avalon6', 'Release date': \"\" },# First date used = 2015-11-12\n",
+    "{'Hardware name': 'Whatsminer m2', 'Release date': \"\" },# First date used = 2017-10-01\n",
+    "{'Hardware name': 'Avalon721', 'Release date': \"\" },# First date used = 2017-01-20\n",
+    "{'Hardware name': 'Avalon741', 'Release date': \"\" },# First date used = 2017-02-09\n",
+    "{'Hardware name': 'Whatsminer m3', 'Release date': \"\" },# First date used = 2019-06-09\n",
+    "{'Hardware name': 'Avalon761', 'Release date': \"December 13, 2017\" },# First date used = *\n",
+    "{'Hardware name': 'Ebit e9+', 'Release date': \"\" },# First date used = 2017-10-08\n",
+    "{'Hardware name': 'Ebit e9', 'Release date': \"\" },# First date used = 2017-07-20\n",
+    "{'Hardware name': 'Avalon821', 'Release date': \"\" },# First date used = 2018-03-17\n",
+    "{'Hardware name': 'Ebit e9++', 'Release date': \"\" },# First date used = 2018-02-20\n",
+    "{'Hardware name': 'Ebit e10', 'Release date': \"\" },# First date used = 2018-02-20\n",
+    "]\n",
+    "\n",
+    "\n",
+    "# Apply corrections\n",
+    "for correction in corrections:\n",
+    "    result.loc[result['Hardware name'] == correction['Hardware name'], 'Release date'] = correction['Release date']\n",
+    "\n",
+    "# In rows where Release date is \"\", replace with First date used\n",
+    "result.loc[result['Release date'] == \"\", 'Release date'] = result['First date used']\n",
+    "\n",
+    "\n",
+    "# Function to parse and format dates\n",
+    "def standardize_date(date_str):\n",
+    "    try:\n",
+    "        # Parse the date\n",
+    "        parsed_date = pd.to_datetime(date_str, errors='coerce')\n",
+    "        # Format the date to \"Month Year\"\n",
+    "        return parsed_date.strftime('%b %Y') if parsed_date else date_str\n",
+    "    except Exception as e:\n",
+    "        return date_str\n",
+    "\n",
+    "# Apply the function to the release_date column\n",
+    "result[\"Release date\"] = result[\"Release date\"].apply(standardize_date)\n",
+    "\n",
+    "# Sort the dataframe by release date\n",
+    "result[\"Release date\"] = pd.to_datetime(result[\"Release date\"], errors='coerce')\n",
+    "result = result.sort_values(by='Release date', ascending=True)\n",
+    "result[\"Release date\"] = result[\"Release date\"].apply(standardize_date)\n",
+    "\n",
+    "# Sort the dataframe by name\n",
+    "# result = result.sort_values(by='Hardware name', ascending=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hardware_to_remove = [\n",
+    "    \"8800 gts\",\n",
+    "    \"9800gt ee\",\n",
+    "    \"9800gtx+\",\n",
+    "    \"9800gtx\",\n",
+    "    \"9800gx2\",\n",
+    "    \"GTX260c216\",\n",
+    "]\n",
+    "\n",
+    "# Remove hardware from the list\n",
+    "result = result[~result['Hardware name'].isin(hardware_to_remove)]\n",
+    "\n",
+    "# Remove rows where hardware name is duplicated\n",
+    "result = result.drop_duplicates(subset='Hardware name', keep='first')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if not PMAX_EVOLUTION:\n",
+    "    # remove rows where first date used is *\n",
+    "    result = result[result['First date used'] != \"*\"]\n",
+    "# Reset index\n",
+    "result = result.reset_index(drop=True)\n",
+    "result[\"\\#\"] = result.index + 1\n",
+    "# move n to the left\n",
+    "cols = result.columns.tolist()\n",
+    "cols = cols[-1:] + cols[:-1]\n",
+    "result = result[cols]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result.to_csv('paper_list.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "len(result)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# pd.set_option('display.max_rows', None)\n",
+    "result.head(5)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pmax_evolution = result.copy().head(1)\n",
+    "current_max = pmax_evolution.iloc[0]['Eff. (TH/J)']\n",
+    "for row in result.iterrows():\n",
+    "    eff = row[1]['Eff. (TH/J)']\n",
+    "    if float(eff) > float(current_max):\n",
+    "        current_max = eff\n",
+    "        # pmax_evolution = pmax_evolution.append(row[1])\n",
+    "        pmax_evolution = pd.concat([pmax_evolution, row[1].to_frame().T], ignore_index=True)\n",
+    "pmax_evolution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "extra_2024_hardware = pd.DataFrame({\n",
+    "    'Hardware name': ['MicroBT whatsminer m66s', 'Antminer S21 Hyd', 'Antminer S21 Pro', 'Antminer S21 XP', 'Antminer S21 XP Hyd'],\n",
+    "    'Release date': ['Nov 2023', 'Feb 2024', 'Jul 2024', 'Oct 2024', 'Nov 2024'],\n",
+    "    'Eff. (TH/J)': [54100, 62500, 66270.178420, 74074.074074, 83333.333333]\n",
+    "})\n",
+    "extra_2024_hardware['\\#'] = extra_2024_hardware.index + 282\n",
+    "extra_2024_hardware['Type'] = 'ASIC'\n",
+    "extra_2024_hardware['First date used'] = \"*\"\n",
+    "# convert eff to scientific notation string\n",
+    "extra_2024_hardware['Eff. (TH/J)'] = extra_2024_hardware['Eff. (TH/J)'].apply(lambda x: '%.2E' % (x*1e-6))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "if PMAX_EVOLUTION:\n",
+    "    result = pmax_evolution\n",
+    "    \n",
+    "# add extra hardware\n",
+    "result = pd.concat([result, extra_2024_hardware], ignore_index=True) # .iloc[1:]\n",
+    "\n",
+    "# create latex with only x at a time\n",
+    "first_iteration = True\n",
+    "start = 0\n",
+    "\n",
+    "while start < len(result):\n",
+    "    if first_iteration:\n",
+    "        end = min(start + 25, len(result))\n",
+    "        first_iteration = False\n",
+    "    else:\n",
+    "        end = min(start + 41, len(result))\n",
+    "    \n",
+    "    if PMAX_EVOLUTION: \n",
+    "        caption = \"Continuation of Table~\\\\ref{tab:pmax_evolution}.\" if start > 0 else \"Evolution of the most efficient hardware.\"\n",
+    "\n",
+    "    else:\n",
+    "        caption = \"Continuation of Table~\\\\ref{tab:hardware_list}.\" if start > 0 else \"List of hardware used in the paper.\"\n",
+    "    latex_str = result[start:end].to_latex(index=False, \n",
+    "                                           caption=caption,\n",
+    "                                           label=(\"tab:pmax_evolution\" if PMAX_EVOLUTION else \"tab:hardware_list\") if start == 0 else \"\",\n",
+    "                                           column_format='|' + '|'.join(['l'] * len(result.columns)) + '|')\n",
+    "    \n",
+    "    # Insert [H] and \\centering\n",
+    "    latex_str = latex_str.replace(\"\\\\begin{table}\", \"\\\\begin{table}[H]\\n\\\\centering\").replace(\"\\caption\", \"\\caption*\")\n",
+    "    print(latex_str)\n",
+    "    \n",
+    "    start = end"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if PMAX_EVOLUTION: \n",
+    "    1/0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create new df where for each day from jan 2011 to dec 2023, the efficiency of the most efficient hardware released so far is calculated\n",
+    "\n",
+    "# convert result['Release date'] to datetime (middle of the month)\n",
+    "result['Release date'] = pd.to_datetime(result['Release date'], errors='coerce')\n",
+    "result['Release date'] = result['Release date'] + pd.offsets.MonthBegin(0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result['Eff. (TH/J)'] = result['Eff. (TH/J)'].astype(float)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create a new dataframe with all the dates from Jan 2011 to Dec 2023\n",
+    "dates = pd.date_range(start='2011-01-01', end='2023-12-31', freq='D')\n",
+    "efficiency_df = pd.DataFrame(dates, columns=['date'])\n",
+    "efficiency_df['max_efficiency'] = None\n",
+    "\n",
+    "# For each date, find the most efficient hardware released so far\n",
+    "for index, row in efficiency_df.iterrows():\n",
+    "    date = row['date']\n",
+    "    # Find the hardware released before the date\n",
+    "    hardware_released = result[result['Release date'] <= date]\n",
+    "    # Find the most efficient hardware released before the date\n",
+    "    most_efficient_hardware = hardware_released['Eff. (TH/J)'].max()\n",
+    "    efficiency_df.at[index, 'max_efficiency'] = most_efficient_hardware\n",
+    "\n",
+    "    # print when new best is found\n",
+    "    if index > 0 and most_efficient_hardware != efficiency_df.at[index-1, 'max_efficiency']:\n",
+    "        print(f\"{date}: {most_efficient_hardware}\")\n",
+    "\n",
+    "efficiency_df['max_efficiency'] = efficiency_df['max_efficiency'].astype(float)*1e12\n",
+    "efficiency_df.to_csv('pmaxv2.csv', index=False)\n",
+    "efficiency_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "efficiency_df[\"max_efficiency\"] = pd.to_numeric(efficiency_df[\"max_efficiency\"], errors='coerce')\n",
+    "efficiency_df.plot(x='date', y='max_efficiency', figsize=(20, 10), title='Efficiency of the most efficient hardware over time')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py310",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

hardwarelist/4_create_pmaxv3.ipynb

@@ -0,0 +1,324 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "from datetime import datetime"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>date</th>\n",
+       "      <th>max (TH/J)</th>\n",
+       "      <th>useless</th>\n",
+       "      <th>archaicity (TH/J)</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2009-01-01</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2009-01-02</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2009-01-03</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2009-01-04</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2009-01-05</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "      <td>0.000001</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5132</th>\n",
+       "      <td>2023-01-20</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5133</th>\n",
+       "      <td>2023-01-21</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5134</th>\n",
+       "      <td>2023-01-22</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5135</th>\n",
+       "      <td>2023-01-23</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5136</th>\n",
+       "      <td>2023-01-24</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "      <td>0.046500</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5137 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            date  max (TH/J)   useless  archaicity (TH/J)\n",
+       "0     2009-01-01    0.000001  0.000001           0.000001\n",
+       "1     2009-01-02    0.000001  0.000001           0.000001\n",
+       "2     2009-01-03    0.000001  0.000001           0.000001\n",
+       "3     2009-01-04    0.000001  0.000001           0.000001\n",
+       "4     2009-01-05    0.000001  0.000001           0.000001\n",
+       "...          ...         ...       ...                ...\n",
+       "5132  2023-01-20    0.046500  0.046500           0.046500\n",
+       "5133  2023-01-21    0.046500  0.046500           0.046500\n",
+       "5134  2023-01-22    0.046500  0.046500           0.046500\n",
+       "5135  2023-01-23    0.046500  0.046500           0.046500\n",
+       "5136  2023-01-24    0.046500  0.046500           0.046500\n",
+       "\n",
+       "[5137 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pmaxv1 = pd.read_csv('pmaxv1/pmaxv1.csv') # rows are date,max (TH/J),useless,archaicity (TH/J)\n",
+    "pmaxv1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pmaxv1.index = pd.to_datetime(pmaxv1['date'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>max_efficiency</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>date</th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2011-01-01</th>\n",
+       "      <td>2.010000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-01-02</th>\n",
+       "      <td>2.010000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-01-03</th>\n",
+       "      <td>2.010000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-01-04</th>\n",
+       "      <td>2.010000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-01-05</th>\n",
+       "      <td>2.010000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-12-27</th>\n",
+       "      <td>5.410000e+10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-12-28</th>\n",
+       "      <td>5.410000e+10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-12-29</th>\n",
+       "      <td>5.410000e+10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-12-30</th>\n",
+       "      <td>5.410000e+10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2023-12-31</th>\n",
+       "      <td>5.410000e+10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>4748 rows × 1 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            max_efficiency\n",
+       "date                      \n",
+       "2011-01-01    2.010000e+06\n",
+       "2011-01-02    2.010000e+06\n",
+       "2011-01-03    2.010000e+06\n",
+       "2011-01-04    2.010000e+06\n",
+       "2011-01-05    2.010000e+06\n",
+       "...                    ...\n",
+       "2023-12-27    5.410000e+10\n",
+       "2023-12-28    5.410000e+10\n",
+       "2023-12-29    5.410000e+10\n",
+       "2023-12-30    5.410000e+10\n",
+       "2023-12-31    5.410000e+10\n",
+       "\n",
+       "[4748 rows x 1 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pmaxv2 = pd.read_csv('../hardwarelist/pmaxv2.csv') # date\tmax_efficiency\n",
+    "pmaxv2['date'] = pd.to_datetime(pmaxv2['date'])\n",
+    "pmaxv2 = pmaxv2.set_index('date')\n",
+    "pmaxv2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\Timothe\\AppData\\Local\\Temp\\ipykernel_46252\\2826866675.py:6: FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated. In a future version, this will no longer exclude empty or all-NA columns when determining the result dtypes. To retain the old behavior, exclude the relevant entries before the concat operation.\n",
+      "  pmaxv3 = pd.concat([pmaxv3, pd.DataFrame([[date, max(max1, max2)]], columns=['date', 'max_efficiency'])])\n"
+     ]
+    }
+   ],
+   "source": [
+    "# for each date in pmaxv2, get the max between the two dataframes\n",
+    "pmaxv3 = pd.DataFrame(columns=['date', 'max_efficiency'])\n",
+    "for date in pmaxv2.index:\n",
+    "    max1 = pmaxv1[pmaxv1.index <= date].iloc[-1]['max (TH/J)']*1e12\n",
+    "    max2 = pmaxv2.loc[date]['max_efficiency']\n",
+    "    pmaxv3 = pd.concat([pmaxv3, pd.DataFrame([[date, max(max1, max2)]], columns=['date', 'max_efficiency'])])\n",
+    "\n",
+    "pmaxv3.to_csv('../hardwarelist/pmaxv3.csv', index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py310",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

hardwarelist/get_hwd_asicminervalue.js

@@ -0,0 +1,22 @@
+//I ran this in the browser console on the page https://www.asicminervalue.com/
+
+$(document).ready(function() {
+    var fulltext = "";
+    // Select the first tbody element on the page
+    var $firstTbody = $('tbody').first();
+
+    // Iterate over each tr element within the tbody
+    $firstTbody.find('tr').each(function() {
+        // For each tr, find all td elements and map their text content into an array
+        var tdTexts = $(this).find('td').map(function() {
+            return $(this).text().trim(); // Trim the text to remove any extra whitespace
+        }).get(); // Get the array of text contents
+
+        // Join the array elements with semicolons
+        var rowText = tdTexts.join(';');
+
+        // Print out the resulting string for the current row
+        fulltext += rowText + "\n"
+    });
+    console.log(fulltext);
+});

hardwarelist/get_hwd_bitcoinwiki.js

@@ -0,0 +1,88 @@
+//I ran this in the browser console on the pages:
+//https://en.bitcoin.it/wiki/Mining_hardware_comparison
+//https://en.bitcoin.it/wiki/Non-specialized_hardware_comparison
+
+var tables = document.querySelectorAll('.wikitable');
+var output = [];
+var hashTable = {};
+
+tables.forEach((element, index) => {
+    console.log(`Index: ${index}`);
+    var rows = element.querySelectorAll('tr');
+
+    for (var i = 1; i < rows.length; i++) {
+
+        // delete any <sup> tags
+        var sups = rows[i].querySelectorAll('sup');
+        for (var j = 0; j < sups.length; j++) {
+            sups[j].remove();
+        }
+
+        var cells = rows[i].querySelectorAll('td');
+
+
+        var hardwareName = cells[0].textContent.trim();
+        var hashrate = cells[1].textContent.trim().replace(/[^0-9.]/g, "");
+        var efficiency = cells[2].textContent.trim().replace(/[^0-9.]/g, "");
+        var Watts = cells[4].textContent.trim().replace(/[^0-9.]/g, "");
+
+
+
+        //check if page url contains "Non" and index is 1
+        if (window.location.href.includes("Non") && index === 1) {
+            Watts = cells[3].textContent.trim().replace(/[^0-9.]/g, "");
+        }
+
+
+        if (!hashTable[hardwareName]) {
+            hashTable[hardwareName] = {
+                hashrate: {
+                    total: 0,
+                    count: 0
+                },
+                efficiency: {
+                    total: 0,
+                    count: 0
+                },
+                Watts: {
+                    total: 0,
+                    count: 0
+                }
+                
+            };
+        }
+
+        if (/\d/.test(hashrate)) { // check if there are any digits present in hashrate
+            hashrate = parseFloat(hashrate);
+            hashTable[hardwareName].hashrate.total += hashrate;
+            hashTable[hardwareName].hashrate.count++;
+        }
+
+        if (/\d/.test(efficiency)) { // check if there are any digits present in efficiency
+            efficiency = parseFloat(efficiency);
+            hashTable[hardwareName].efficiency.total += efficiency;
+            hashTable[hardwareName].efficiency.count++;
+        }
+
+        if (/\d/.test(Watts)) { // check if there are any digits present in Watts
+            Watts = parseFloat(Watts);
+            hashTable[hardwareName].Watts.total += Watts;
+            hashTable[hardwareName].Watts.count++;
+        }
+    }
+});
+
+for (var hardware in hashTable) {
+    var avgHashrate = hashTable[hardware].hashrate.count > 0 ? hashTable[hardware].hashrate.total / hashTable[hardware].hashrate.count : 'unknown';
+    var avgEfficiency = hashTable[hardware].efficiency.count > 0 ? hashTable[hardware].efficiency.total / hashTable[hardware].efficiency.count : 'unknown';
+    var avgWatts = hashTable[hardware].Watts.count > 0 ? hashTable[hardware].Watts.total / hashTable[hardware].Watts.count : 'unknown';
+
+    //if avgEfficiency is unknown but the other two are not, then calculate it
+    // if (avgEfficiency === 'unknown' && avgHashrate !== 'unknown' && avgWatts !== 'unknown') {
+    //     avgEfficiency = avgHashrate / avgWatts;
+    // }
+
+    output.push(hardware + ';' + (avgHashrate+"") + ';' + (avgEfficiency+"")); // + ';' + (avgWatts+"")
+}
+
+console.log(output);

hardwarelist/gpu_and_date.csv

@@ -0,0 +1,94 @@
+hardware_name;release_date
+8400 gs;Jul 12th, 2010
+9400gt;Jun 13th, 2012
+ion;unknown
+quadro nvs 295;May 7th, 2009
+3410;May 7th, 2009
+gt220;Oct 12th, 2009
+quadro nvs 135m;unknown
+8800gts;unknown
+g210;Oct 12th, 2009
+quadro fx 1600m;unknown
+8800 gts;unknown
+9600gso512;unknown
+9500gt;May 19th, 2010
+quadro fx 580;Apr 9th, 2009
+gt230;Oct 12th, 2009
+9600gt;unknown
+gtx260;Dec 8th, 2009
+9800gx2;unknown
+9800gtx;unknown
+gtx275;Jan 15th, 2009
+9600gso;unknown
+gts250;Mar 4th, 2009
+gtx280;unknown
+gtx260c216;unknown
+quadro nvs 3100m;unknown
+9800gtx+;Jan 16th, 2009
+gtx285;Jan 15th, 2009
+9800gt ee;unknown
+8800gt;unknown
+gt240;Nov 17th, 2009
+9800gt;unknown
+4550;unknown
+quadro fx 2800m;Dec 1st, 2009
+4570m;unknown
+9400m;unknown
+gtx465;May 31st, 2010
+4350;Jan 9th, 2009
+gt530;May 14th, 2011
+gtx295;Jun 16th, 2009
+gtx 560m;unknown
+quadro fx 2000m;unknown
+gtx480;Mar 26th, 2010
+gt430;Oct 11th, 2010
+gt240m;Jun 15th, 2009
+gtx460;Jul 12th, 2010
+gts450;Sep 13th, 2010
+gtx560 ti;Jan 25th, 2011
+quadro 5000;Feb 23rd, 2011
+gtx470;Mar 26th, 2010
+gtx560;May 17th, 2011
+quadro fx 3600m;unknown
+4860;Sep 9th, 2009
+4890;Apr 2nd, 2009
+4830;Mar 3rd, 2009
+6310m;unknown
+gtx570;Dec 7th, 2010
+5450;unknown
+gtx580;Nov 9th, 2010
+4670;Jul 17th, 2009
+4650;Jan 9th, 2009
+4870;Jan 9th, 2009
+4730;Jun 8th, 2009
+6490m;Jul 4th, 2011
+4850;Jan 9th, 2009
+4770;Apr 28th, 2009
+5550;unknown
+6750;Jan 21st, 2011
+gtx670;May 10th, 2012
+gtx680;Mar 22nd, 2012
+gts 350m;unknown
+5650;unknown
+5670;unknown
+6850;Oct 21st, 2010
+5750;Oct 13th, 2009
+6790;Apr 4th, 2011
+6570;Apr 19th, 2011
+5830;Feb 25th, 2010
+6670;Apr 19th, 2011
+6450;Apr 7th, 2011
+6870;Oct 21st, 2010
+5570;unknown
+5850;Sep 30th, 2009
+6970;Dec 14th, 2010
+6990;Mar 8th, 2011
+5870;Sep 23rd, 2009
+7850;Mar 5th, 2012
+6950;Dec 14th, 2010
+5770;Oct 13th, 2009
+5970;Nov 18th, 2009
+7770;Feb 15th, 2012
+7750;Feb 15th, 2012
+7870 xt;Nov 19th, 2012
+7970;Dec 22nd, 2011

hardwarelist/hardware_asicminervalue.csv

@@ -0,0 +1,130 @@
+hardware_name,hardware_release_date,speed,power,noise,hash,profit,Mhash/J,hardware_index
+Bitmain Antminer S21 Hyd,Feb 2024,335Th/s,5360W,50db,SHA-256,$13.97/day,62500.0,0
+Bitmain Antminer S21,Feb 2024,200Th/s,3550W,75db,SHA-256,$7.47/day,56338.028169014084,1
+MicroBT WhatsMiner M60S,Feb 2024,186Th/s,3441W,75db,SHA-256,$6.41/day,54054.05405405406,2
+Bitmain Antminer T21,Feb 2024,190Th/s,3610W,75db,SHA-256,$6.28/day,52631.57894736842,3
+MicroBT WhatsMiner M60,Feb 2024,172Th/s,3422W,75db,SHA-256,$5.24/day,50263.00409117475,4
+Canaan Avalon Made A1466,Sep 2023,150Th/s,3230W,75db,SHA-256,$3.86/day,46439.62848297214,5
+Canaan Avalon Made A1446,Sep 2023,135Th/s,3310W,75db,SHA-256,$2.32/day,40785.49848942598,6
+MicroBT Whatsminer M53S,May 2023,260Th/s,6760W,50db,SHA-256,$3.35/day,38461.53846153846,7
+MicroBT Whatsminer M53,May 2023,230Th/s,6670W,50db,SHA-256,$0.98/day,34482.75862068965,8
+MicroBT Whatsminer M36S+,May 2023,164Th/s,5576W,50db,SHA-256,-$1.66/day,29411.764705882353,9
+Bitmain Antminer S19k Pro,Apr 2023,136Th/s,3264W,75db,SHA-256,$2.54/day,41666.666666666664,10
+MicroBT WhatsMiner M56S,Jan 2023,212Th/s,5550W,45db,SHA-256,$2.62/day,38198.198198198195,11
+MicroBT WhatsMiner M56,Jan 2023,194Th/s,5550W,45db,SHA-256,$1.04/day,34954.95495495495,12
+Bitmain Antminer S19 Pro Hyd,Jan 2023,177Th/s,5221W,50db,SHA-256,$0.50/day,33901.551426929705,13
+Bitmain Antminer S19j Pro+,Dec 2022,122Th/s,3355W,75db,SHA-256,$1.05/day,36363.63636363636,14
+MicroBT Whatsminer M33S++,Dec 2022,242Th/s,7260W,40db,SHA-256,$0.33/day,33333.333333333336,15
+Canaan Avalon Made A1366,Nov 2022,130Th/s,3250W,75db,SHA-256,$2.05/day,40000.0,16
+Canaan Avalon Made A1346,Nov 2022,110Th/s,3300W,75db,SHA-256,$0.15/day,33333.333333333336,17
+Bitmain Antminer S19 XP Hyd,Oct 2022,255Th/s,5304W,50db,SHA-256,$7.11/day,48076.92307692308,18
+Bitmain Antminer S19 Hydro,Oct 2022,158Th/s,5451W,50db,SHA-256,-$1.83/day,28985.507246376812,19
+Bitmain Antminer T19 Hydro,Oct 2022,158Th/s,5451W,40db,SHA-256,-$1.83/day,28985.507246376812,20
+Bitmain Antminer T19 Hydro,Oct 2022,145Th/s,5438W,40db,SHA-256,-$2.94/day,26664.21478484737,21
+Bitmain Antminer S19 XP,Jul 2022,140Th/s,3010W,75db,SHA-256,$3.62/day,46511.62790697674,22
+MicroBT Whatsminer M50S,Jul 2022,126Th/s,3276W,75db,SHA-256,$1.62/day,38461.53846153846,23
+MicroBT Whatsminer M50,Jul 2022,114Th/s,3306W,75db,SHA-256,$0.48/day,34482.75862068965,24
+Bitmain Antminer S19 Pro+ Hyd,May 2022,198Th/s,5445W,50db,SHA-256,$1.70/day,36363.63636363636,25
+iPollo B1L,Mar 2022,60Th/s,3000W,75db,SHA-256,-$3.37/day,20000.0,26
+Ebang Ebit E10D,Sep 2021,25Th/s,3500W,75db,SHA-256,-$7.89/day,7142.857142857142,27
+Canaan AvalonMiner 1126 Pro,Aug 2021,68Th/s,3420W,75db,SHA-256,-$3.88/day,19883.040935672518,28
+Bitmain Antminer S19j Pro,Aug 2021,96Th/s,2832W,75db,SHA-256,$0.27/day,33898.30508474576,29
+Bolon Miner B11,Aug 2021,70Th/s,3300W,75db,SHA-256,-$3.36/day,21212.121212121212,30
+Bitmain Antminer T19,Aug 2021,88Th/s,3344W,75db,SHA-256,-$1.91/day,26315.78947368421,31
+Innosilicon T2 Turbo HF+,Jul 2021,33Th/s,2600W,72db,SHA-256,-$4.59/day,12692.307692307691,32
+Bitmain Antminer S19j Pro,Jul 2021,104Th/s,3068W,75db,SHA-256,$0.29/day,33898.30508474576,33
+StrongU Hornbill H8 Pro,Jul 2021,84Th/s,3360W,76db,SHA-256,-$2.30/day,25000.0,34
+Innosilicon T2 Turbo 26T,Jul 2021,26Th/s,2100W,75db,SHA-256,-$3.77/day,12380.952380952382,35
+Bitmain Antminer S19j Pro,Jun 2021,100Th/s,3050W,75db,SHA-256,-$0.01/day,32786.88524590164,36
+Bitmain Antminer S19j,Jun 2021,90Th/s,3250W,75db,SHA-256,-$1.46/day,27692.30769230769,37
+Aisen A1 Pro,May 2021,23Th/s,2200W,72db,SHA-256,-$4.32/day,10454.545454545454,38
+Canaan AvalonMiner 1246,Jan 2021,90Th/s,3420W,75db,SHA-256,-$1.95/day,26315.78947368421,39
+MicroBT Whatsminer M31S+,Dec 2020,80Th/s,3360W,70db,SHA-256,-$2.66/day,23809.52380952381,40
+MicroBT Whatsminer M32S,Nov 2020,66Th/s,3432W,75db,SHA-256,-$4.09/day,19230.76923076923,41
+MicroBT Whatsminer M30S++,Oct 2020,112Th/s,3472W,75db,SHA-256,-$0.17/day,32258.06451612903,42
+MicroBT Whatsminer M30S+,Oct 2020,100Th/s,3400W,75db,SHA-256,-$1.02/day,29411.764705882353,43
+StrongU Hornbill H8,Oct 2020,74Th/s,3330W,76db,SHA-256,-$3.10/day,22222.222222222223,44
+Canaan AvalonMiner 1166 Pro,Aug 2020,81Th/s,3400W,75db,SHA-256,-$2.68/day,23823.529411764706,45
+Canaan AvalonMiner 1146 Pro,Aug 2020,63Th/s,3276W,75db,SHA-256,-$3.91/day,19230.76923076923,46
+MicroBT Whatsminer M32,Jul 2020,62Th/s,3348W,75db,SHA-256,-$4.20/day,18518.51851851852,47
+Bitmain Antminer T19,Jun 2020,84Th/s,3150W,75db,SHA-256,-$1.70/day,26666.666666666668,48
+Bitmain Antminer S19 Pro,May 2020,110Th/s,3250W,75db,SHA-256,$0.29/day,33846.153846153844,49
+Bitmain Antminer S19,May 2020,95Th/s,3250W,75db,SHA-256,-$1.02/day,29230.76923076923,50
+MicroBT Whatsminer M30S,Apr 2020,86Th/s,3268W,72db,SHA-256,-$1.86/day,26315.78947368421,51
+MicroBT Whatsminer M31S,Apr 2020,76Th/s,3220W,75db,SHA-256,-$2.96/day,23602.48447204969,52
+Bitmain Antminer S17+,Dec 2019,73Th/s,2920W,75db,SHA-256,-$2.00/day,25000.0,53
+Bitmain Antminer T17+,Dec 2019,64Th/s,3200W,75db,SHA-256,-$3.60/day,20000.0,54
+Bitmain Antminer S17e,Nov 2019,64Th/s,2880W,80db,SHA-256,-$2.68/day,22222.222222222223,55
+Bitmain Antminer T17e,Nov 2019,53Th/s,2915W,80db,SHA-256,-$3.74/day,18181.81818181818,56
+Ebang Ebit E12+,Sep 2019,50Th/s,2500W,75db,SHA-256,-$2.81/day,20000.0,57
+Ebang Ebit E12,Sep 2019,44Th/s,2500W,75db,SHA-256,-$3.34/day,17600.0,58
+Canaan AvalonMiner 1047,Sep 2019,37Th/s,2380W,70db,SHA-256,-$3.61/day,15546.218487394959,59
+Innosilicon T3+ 57T,Sep 2019,57Th/s,3300W,75db,SHA-256,-$4.50/day,17272.727272727272,60
+Canaan AvalonMiner 1066,Sep 2019,50Th/s,3250W,75db,SHA-256,-$4.97/day,15384.615384615385,61
+StrongU STU-U8 Pro,Sep 2019,60Th/s,2800W,76db,SHA-256,-$2.80/day,21428.571428571428,62
+MicroBT Whatsminer M21,Aug 2019,31Th/s,1860W,75db,SHA-256,-$2.64/day,16666.666666666668,63
+MicroBT Whatsminer M20S,Aug 2019,68Th/s,3360W,75db,SHA-256,-$3.71/day,20238.09523809524,64
+Bitmain Antminer S9k,Aug 2019,13.5Th/s,1310W,76db,SHA-256,-$2.59/day,10305.343511450383,65
+Innosilicon T3 50T,Jul 2019,50Th/s,3100W,75db,SHA-256,-$4.54/day,16129.032258064515,66
+StrongU STU-U8,Jul 2019,46Th/s,2100W,76db,SHA-256,-$2.01/day,21904.761904761905,67
+Bitmain Antminer S9 SE,Jul 2019,16Th/s,1280W,76db,SHA-256,-$2.28/day,12500.0,68
+MicroBT Whatsminer M21S,Jun 2019,56Th/s,3360W,75db,SHA-256,-$4.76/day,16666.666666666668,69
+Bitmain Antminer T17,May 2019,40Th/s,2200W,82db,SHA-256,-$2.83/day,18181.81818181818,70
+Innosilicon T3+ 52T,May 2019,52Th/s,2800W,75db,SHA-256,-$1.77/day,18571.428571428572,71
+Bitmain Antminer S17 Pro,Apr 2019,50Th/s,1975W,82db,SHA-256,-$1.30/day,25316.45569620253,72
+Bitmain Antminer S17 Pro,Apr 2019,53Th/s,2094W,82db,SHA-256,-$1.38/day,25310.41069723018,73
+Bitmain Antminer S17,Apr 2019,53Th/s,2385W,82db,SHA-256,-$2.22/day,22222.222222222223,74
+Bitmain Antminer S17,Apr 2019,56Th/s,2520W,82db,SHA-256,-$2.34/day,22222.222222222223,75
+Innosilicon T3 39T,Mar 2019,39Th/s,2150W,75db,SHA-256,-$2.77/day,18139.534883720928,76
+Innosilicon T3 43T,Jan 2019,43Th/s,2100W,75db,SHA-256,-$2.27/day,20476.190476190477,77
+Holic H22,Dec 2018,22Th/s,1700W,70db,SHA-256,-$2.68/day,12941.176470588236,78
+Holic H28,Dec 2018,28Th/s,2100W,70db,SHA-256,-$3.59/day,13333.333333333334,79
+Bitfury Tardis,Nov 2018,80Th/s,6300W,80db,SHA-256,-$11.12/day,12698.412698412698,80
+Bitmain Antminer S11,Nov 2018,20.5Th/s,1530W,76db,SHA-256,-$2.61/day,13398.692810457516,81
+GMO miner B3,Nov 2018,33Th/s,3417W,75db,SHA-256,-$6.94/day,9657.594381035997,82
+Ebang Ebit E11++,Oct 2018,44Th/s,1980W,75db,SHA-256,-$1.84/day,22222.222222222223,83
+Ebang Ebit E11+,Oct 2018,37Th/s,2035W,75db,SHA-256,-$2.61/day,18181.81818181818,84
+Ebang Ebit E11,Oct 2018,30Th/s,1950W,75db,SHA-256,-$2.98/day,15384.615384615385,85
+GMO miner B2,Oct 2018,24Th/s,1950W,70db,SHA-256,-$3.51/day,12307.692307692309,86
+Ebang Ebit E9,Sep 2018,6.3Th/s,1077W,72db,SHA-256,-$2.55/day,5849.58217270195,87
+Canaan AvalonMiner 921,Sep 2018,20Th/s,1700W,72db,SHA-256,-$3.14/day,11764.70588235294,88
+MicroBT Whatsminer M10,Sep 2018,33Th/s,2145W,75db,SHA-256,-$3.28/day,15384.615384615385,89
+MicroBT Whatsminer M10S,Sep 2018,55Th/s,3500W,75db,SHA-256,-$5.25/day,15714.285714285716,90
+Innosilicon T2 Turbo+ 32T,Sep 2018,32Th/s,2200W,72db,SHA-256,-$3.53/day,14545.454545454546,91
+Bitmain Antminer S9 Hydro,Aug 2018,18Th/s,1728W,45db,SHA-256,-$3.40/day,10416.666666666666,92
+Bitfily Snow Panther B1+,Aug 2018,24.5Th/s,2100W,75db,SHA-256,-$3.90/day,11666.666666666668,93
+Bitmain Antminer S9j,Aug 2018,14.5Th/s,1350W,76db,SHA-256,-$2.62/day,10740.740740740739,94
+Innosilicon T2 Turbo,Aug 2018,24Th/s,1980W,72db,SHA-256,-$3.60/day,12121.212121212122,95
+Ebang Ebit E9i,Jul 2018,13.5Th/s,1420W,74db,SHA-256,-$2.90/day,9507.042253521126,96
+Bitfily Snow Panther B1,Jul 2018,16Th/s,1380W,75db,SHA-256,-$2.57/day,11594.202898550724,97
+Innosilicon T2 Terminator,May 2018,17.2Th/s,1570W,72db,SHA-256,-$3.01/day,10955.414012738853,98
+Ebang Ebit E9.3,May 2018,16Th/s,1760W,72db,SHA-256,-$3.66/day,9090.90909090909,99
+Bitmain Antminer S9i,May 2018,13Th/s,1280W,76db,SHA-256,-$2.57/day,10156.25,100
+Ebang Ebit E9.2,May 2018,12Th/s,1320W,70db,SHA-256,-$2.75/day,9090.90909090909,101
+Bitmain Antminer S9i,May 2018,14Th/s,1320W,76db,SHA-256,-$2.57/day,10606.060606060606,102
+Canaan AvalonMiner 841,Apr 2018,13.6Th/s,1290W,65db,SHA-256,-$2.52/day,10542.635658914729,103
+Halong Mining DragonMint T1,Apr 2018,16Th/s,1480W,75db,SHA-256,-$2.86/day,10810.810810810812,104
+MicroBT Whatsminer M3X,Mar 2018,12.5Th/s,2050W,78db,SHA-256,-$4.81/day,6097.5609756097565,105
+Bitmain Antminer V9,Mar 2018,4Th/s,1027W,76db,SHA-256,-$2.61/day,3894.8393378773126,106
+Canaan AvalonMiner 821,Feb 2018,11.5Th/s,1200W,65db,SHA-256,-$2.45/day,9583.333333333332,107
+Ebang Ebit E10,Feb 2018,18Th/s,1650W,75db,SHA-256,-$3.17/day,10909.09090909091,108
+Ebang Ebit E9+,Jan 2018,9Th/s,1300W,75db,SHA-256,-$2.95/day,6923.076923076923,109
+Bitmain Antminer T9+,Jan 2018,10.5Th/s,1432W,76db,SHA-256,-$3.20/day,7332.402234636872,110
+Pantech WX6,Jan 2018,34Th/s,5000W,72db,SHA-256,-$11.42/day,6800.0,111
+Bitfily Snow Panther A1,Jan 2018,49Th/s,5400W,82db,SHA-256,-$11.25/day,9074.074074074075,112
+MicroBT Whatsminer M3,Jan 2018,12Th/s,2000W,78db,SHA-256,-$4.71/day,6000.0,113
+Bitfury B8,Dec 2017,49Th/s,6400W,85db,SHA-256,-$14.13/day,7656.25,114
+Bitmain Antminer S9,Nov 2017,14Th/s,1372W,85db,SHA-256,-$2.72/day,10204.08163265306,115
+Pantech SX6,Sep 2017,8.5Th/s,1000W,72db,SHA-256,-$2.13/day,8500.0,116
+Bitmain Antminer S9,Sep 2017,13.5Th/s,1323W,85db,SHA-256,-$2.63/day,10204.08163265306,117
+Bitmain Antminer T9,Aug 2017,12.5Th/s,1576W,68db,SHA-256,-$3.44/day,7931.472081218273,118
+Bitmain Antminer S9,Jul 2017,13Th/s,1300W,85db,SHA-256,-$2.60/day,10000.0,119
+Bitmain Antminer T9,Apr 2017,11.5Th/s,1450W,68db,SHA-256,-$3.17/day,7931.034482758621,120
+Canaan AvalonMiner 741,Apr 2017,7.3Th/s,1150W,65db,SHA-256,-$2.67/day,6347.826086956522,121
+Bitmain Antminer R4,Feb 2017,8.7Th/s,845W,52db,SHA-256,-$1.67/day,10295.85798816568,122
+Bitmain Antminer S9,Feb 2017,12.5Th/s,1225W,85db,SHA-256,-$2.43/day,10204.08163265306,123
+Bitmain Antminer S7-LN,Jun 2016,2.7Th/s,697W,48db,SHA-256,-$1.77/day,3873.7446197991394,124
+Bitmain Antminer S9,Jun 2016,11.5Th/s,1127W,85db,SHA-256,-$2.24/day,10204.08163265306,125
+Bitmain Antminer S7,Sep 2015,4.73Th/s,1293W,62db,SHA-256,-$3.31/day,3658.15931941222,126
+Bitmain Antminer S5,Dec 2014,1.155Th/s,590W,65db,SHA-256,-$1.60/day,1957.6271186440677,127
+Bitmain Antminer S3,Jul 2014,0.478Th/s,366W,60db,SHA-256,-$1.01/day,1306.0109289617485,128

hardwarelist/hardware_asicminervalue.txt

@@ -0,0 +1,320 @@
+Bitmain Antminer S21 Hyd (335Th);Feb 2024;335Th/s;5360W;50db;SHA-256;$13.97/day
+Bitmain Antminer S21 (200Th);Feb 2024;200Th/s;3550W;75db;SHA-256;$7.47/day
+MicroBT WhatsMiner M60S;Feb 2024;186Th/s;3441W;75db;SHA-256;$6.41/day
+Bitmain Antminer T21 (190Th);Feb 2024;190Th/s;3610W;75db;SHA-256;$6.28/day
+MicroBT WhatsMiner M60;Feb 2024;172Th/s;3422W;75db;SHA-256;$5.24/day
+Bitmain Antminer KS3 (9.4Th);Oct 2023;9.4Th/s;3500W;75db;KHeavyHash;$191.51/day
+IceRiver KS3M;Oct 2023;6Th/s;3400W;75db;KHeavyHash;$118.88/day
+IceRiver KS3;Sep 2023;8Th/s;3200W;75db;KHeavyHash;$162.35/day
+IceRiver KS2;Sep 2023;2Th/s;1200W;75db;KHeavyHash;$39.44/day
+IceRiver KS1;Sep 2023;1Th/s;600W;75db;KHeavyHash;$19.72/day
+IceRiver KS0;Sep 2023;100Gh/s;65W;40db;KHeavyHash;$1.96/day
+iPollo V1H;Sep 2023;950Mh/s;750W;65db;EtHash;-$0.10/day
+Bitmain Antminer X5;Sep 2023;212kh/s;1350W;75db;RandomX;$12.73/day
+Canaan Avalon Made A1466;Sep 2023;150Th/s;3230W;75db;SHA-256;$3.86/day
+Canaan Avalon Made A1446;Sep 2023;135Th/s;3310W;75db;SHA-256;$2.32/day
+Bitmain Antminer KS3 (8.3Th);Aug 2023;8.3Th/s;3188W;75db;KHeavyHash;$168.82/day
+Jasminer X16-P;Aug 2023;5.8Gh/s;1900W;75db;EtHash;$7.11/day
+iPollo X1;Jul 2023;330Mh/s;240W;50db;EtHash;$0.02/day
+Bitmain Antminer Z15 Pro;Jun 2023;840ksol/s;2560W;75db;Equihash;$2.42/day
+MicroBT Whatsminer M53S;May 2023;260Th/s;6760W;50db;SHA-256;$3.35/day
+Jasminer X16-Q;May 2023;1.95Gh/s;620W;40db;EtHash;$2.45/day
+MicroBT Whatsminer M53;May 2023;230Th/s;6670W;50db;SHA-256;$0.98/day
+MicroBT Whatsminer M36S+;May 2023;164Th/s;5576W;50db;SHA-256;-$1.66/day
+Bitmain Antminer S19k Pro (136Th);Apr 2023;136Th/s;3264W;75db;SHA-256;$2.54/day
+iPollo V1 Mini Wifi 330;Apr 2023;330Mh/s;240W;40db;EtHash;$0.02/day
+iPollo V1 Mini Wifi 280;Apr 2023;280Mh/s;220W;40db;EtHash;-$0.03/day
+iPollo V1 Mini Wifi 260;Apr 2023;260Mh/s;220W;40db;EtHash;-$0.07/day
+Goldshell SC-BOX 2;Mar 2023;1.9Th/s;400W;35db;2;$0.16/day
+Jasminer X4-QZ;Mar 2023;840Mh/s;340W;40db;EtHash;$0.84/day
+Goldshell Mini-DOGE II;Mar 2023;420Mh/s;400W;35db;2;-$0.25/day
+Bitmain Antminer D9 (1770Gh);Feb 2023;1.77Th/s;2839W;75db;X11;$5.80/day
+Bitmain Antminer E9 Pro (3.68Gh);Feb 2023;3.68Gh/s;2200W;75db;EtHash;$1.65/day
+ForestMiner EPU XC;Jan 2023;4.25Gh/s;3315W;75db;EtHash;-$0.32/day
+MicroBT WhatsMiner M56S;Jan 2023;212Th/s;5550W;45db;SHA-256;$2.62/day
+MicroBT WhatsMiner M56;Jan 2023;194Th/s;5550W;45db;SHA-256;$1.04/day
+Bitmain Antminer K7 (63.5Th);Jan 2023;63.5Th/s;3080W;75db;Eaglesong;$9.49/day
+Bitmain Antminer S19 Pro Hyd (177Th);Jan 2023;177Th/s;5221W;50db;SHA-256;$0.50/day
+Goldshell CK6-SE;Dec 2022;17Th/s;3300W;80db;Eaglesong;-$4.59/day
+Bitmain Antminer S19j Pro+ (122Th);Dec 2022;122Th/s;3355W;75db;SHA-256;$1.05/day
+Goldshell CK-BOX 2;Dec 2022;2.1Th/s;400W;35db;2;-$0.30/day
+iBeLink BM-N3;Dec 2022;25Th/s;3300W;74db;Eaglesong;-$2.28/day
+iBeLink BM-K3;Dec 2022;70Th/s;3300W;74db;Kadena;-$3.99/day
+Bitmain Antminer HS3 (9Th);Dec 2022;9Th/s;2079W;75db;Handshake;-$0.46/day
+MicroBT Whatsminer M33S++;Dec 2022;242Th/s;7260W;40db;SHA-256;$0.33/day
+Goldshell KD-BOX 2;Dec 2022;5Th/s;400W;50db;2;-$0.47/day
+Canaan Avalon Made A1366;Nov 2022;130Th/s;3250W;75db;SHA-256;$2.05/day
+Canaan Avalon Made A1346;Nov 2022;110Th/s;3300W;75db;SHA-256;$0.15/day
+Bitmain Antminer S19 XP Hyd (255Th);Oct 2022;255Th/s;5304W;50db;SHA-256;$7.11/day
+Goldshell HS6;Oct 2022;4.3Th/s;3250W;80db;2;$0.15/day
+Goldshell HS6-SE;Oct 2022;3.7Th/s;3400W;80db;2;-$0.63/day
+Bitmain Antminer S19 Hydro (158Th);Oct 2022;158Th/s;5451W;50db;SHA-256;-$1.83/day
+Bitmain Antminer T19 Hydro (158Th);Oct 2022;158Th/s;5451W;40db;SHA-256;-$1.83/day
+Bitmain Antminer T19 Hydro (145Th);Oct 2022;145Th/s;5438W;40db;SHA-256;-$2.94/day
+Bitmain Antminer KA3 (166Th);Sep 2022;166Th/s;3154W;80db;Kadena;$4.00/day
+Goldshell SC6-SE;Sep 2022;17Th/s;3300W;80db;Blake2B-Sia;$1.13/day
+iPollo V1 Mini SE Plus;Aug 2022;400Mh/s;232W;45db;EtHash;$0.20/day
+iPollo V1 Mini SE;Aug 2022;200Mh/s;116W;45db;EtHash;$0.10/day
+Goldshell KD5 Pro;Aug 2022;24.5Th/s;3000W;80db;Kadena;-$6.71/day
+Bitmain Antminer E9 (2.4Gh);Jul 2022;2.4Gh/s;1920W;75db;EtHash;-$0.32/day
+Bitmain Antminer S19 XP (140Th);Jul 2022;140Th/s;3010W;75db;SHA-256;$3.62/day
+MicroBT Whatsminer M50S;Jul 2022;126Th/s;3276W;75db;SHA-256;$1.62/day
+MicroBT Whatsminer M50;Jul 2022;114Th/s;3306W;75db;SHA-256;$0.48/day
+iBeLink BM-K1 Max;Jun 2022;32Th/s;3200W;75db;Kadena;-$6.69/day
+Jasminer X4-Q;Jun 2022;1.04Gh/s;480W;40db;EtHash;$0.87/day
+iPollo V1 Mini Classic Plus;Jun 2022;280Mh/s;270W;55db;EtHash;-$0.17/day
+iPollo V1 Classic;Jun 2022;1.55Gh/s;1240W;70db;EtHash;-$0.21/day
+iPollo V1 Mini Classic;Jun 2022;130Mh/s;104W;55db;EtHash;-$0.02/day
+iPollo V1 Mini;Jun 2022;300Mh/s;240W;55db;EtHash;-$0.04/day
+Goldshell KD Max;Jun 2022;40.2Th/s;3350W;80db;Kadena;-$6.48/day
+iPollo V1;Jun 2022;3.6Gh/s;3100W;70db;EtHash;-$1.12/day
+Goldshell KD Lite;Jun 2022;16.2Th/s;1330W;55db;Kadena;-$2.55/day
+Goldshell KD6-SE;Jun 2022;25.3Th/s;2300W;80db;Kadena;-$4.63/day
+iBeLink BM-S1 Max;May 2022;12Th/s;3150W;75db;Blake2B-Sia;-$1.57/day
+Goldshell LT Lite;May 2022;1.62Gh/s;1450W;55db;Scrypt;-$1.77/day
+Goldshell LB Lite;May 2022;1.62Th/s;1450W;55db;Lbry;-$2.73/day
+Bitmain Antminer S19 Pro+ Hyd (198Th);May 2022;198Th/s;5445W;50db;SHA-256;$1.70/day
+Goldshell SC-BOX;Apr 2022;900Gh/s;200W;35db;Blake2B-Sia;-$0.01/day
+Goldshell Mini-DOGE Pro;Apr 2022;205Mh/s;220W;35db;Scrypt;-$0.33/day
+Goldshell KD6;Apr 2022;29.2Th/s;2630W;80db;Kadena;-$5.07/day
+Goldshell KD-BOX Pro;Mar 2022;2.6Th/s;230W;35db;Kadena;-$0.46/day
+Goldshell HS Lite;Mar 2022;1.36Th/s;1250W;50db;2;-$0.20/day
+Goldshell CK Lite;Mar 2022;6.3Th/s;1200W;55db;Eaglesong;-$1.63/day
+iBeLink BM-S1;Mar 2022;6.8Th/s;2350W;75db;Blake2B-Sia;-$2.52/day
+iPollo B1L;Mar 2022;60Th/s;3000W;75db;SHA-256;-$3.37/day
+Bitmain Antminer L7 (9.3Gh);Feb 2022;9.3Gh/s;3425W;75db;Scrypt;$3.94/day
+Bitmain Antminer L7 (9.05Gh);Feb 2022;9.05Gh/s;3425W;75db;Scrypt;$3.57/day
+Bitmain Antminer L7 (8.8Gh);Feb 2022;8.8Gh/s;3425W;75db;Scrypt;$3.20/day
+Goldshell LT6;Jan 2022;3.35Gh/s;3200W;80db;Scrypt;-$4.24/day
+Goldshell CK6;Dec 2021;19.3Th/s;3300W;80db;Eaglesong;-$3.92/day
+Jasminer X4 BRICK;Dec 2021;65Mh/s;30W;50db;EtHash;$0.05/day
+Innosilicon A11 Pro ETH (1500Mh);Nov 2021;1.5Gh/s;2350W;75db;EtHash;-$3.51/day
+Bitmain Antminer L7 (9.5Gh);Nov 2021;9.5Gh/s;3425W;75db;Scrypt;$4.24/day
+Bitmain Antminer L7 (9.16Gh);Nov 2021;9.16Gh/s;3425W;75db;Scrypt;$3.73/day
+Jasminer X4;Nov 2021;2.5Gh/s;1200W;75db;EtHash;$1.97/day
+Jasminer X4-1U;Nov 2021;520Mh/s;240W;65db;EtHash;$0.44/day
+Jasminer X4-C 1U;Nov 2021;450Mh/s;240W;65db;EtHash;$0.29/day
+Bitmain Antminer D7 (1286Gh);Oct 2021;1.286Th/s;3148W;75db;X11;$1.09/day
+Goldshell X5S;Oct 2021;1.36Gh/s;1850W;70db;2;-$1.98/day
+Ebang Ebit E10D;Sep 2021;25Th/s;3500W;75db;SHA-256;-$7.89/day
+Bitmain Antminer DR5 (35Th);Sep 2021;35Th/s;1610W;76db;Blake256R14;-$0.28/day
+iBeLink BM-K1+;Sep 2021;15Th/s;2250W;74db;Kadena;-$5.30/day
+Goldshell ST-BOX;Aug 2021;13.92kh/s;61W;35db;CryptoNightR;$1.22/day
+Canaan AvalonMiner 1126 Pro;Aug 2021;68Th/s;3420W;75db;SHA-256;-$3.88/day
+Bitmain Antminer S19j Pro (96Th);Aug 2021;96Th/s;2832W;75db;SHA-256;$0.27/day
+Goldshell LB-BOX;Aug 2021;175Gh/s;162W;35db;Lbry;-$0.31/day
+Bolon Miner B11;Aug 2021;70Th/s;3300W;75db;SHA-256;-$3.36/day
+Goldshell LT5 Pro;Aug 2021;2.45Gh/s;3100W;80db;Scrypt;-$5.29/day
+Bitmain Antminer T19 (88Th);Aug 2021;88Th/s;3344W;75db;SHA-256;-$1.91/day
+Innosilicon T2 Turbo HF+;Jul 2021;33Th/s;2600W;72db;SHA-256;-$4.59/day
+Bitmain Antminer S19j Pro (104Th);Jul 2021;104Th/s;3068W;75db;SHA-256;$0.29/day
+Goldshell CK-BOX;Jul 2021;1.05Th/s;215W;35db;Eaglesong;-$0.32/day
+Goldshell Mini-DOGE;Jul 2021;185Mh/s;233W;35db;Scrypt;-$0.40/day
+Goldshell X5;Jul 2021;850Mh/s;1450W;70db;3;-$1.01/day
+StrongU Hornbill H8 Pro;Jul 2021;84Th/s;3360W;76db;SHA-256;-$2.30/day
+Innosilicon T2 Turbo 26T;Jul 2021;26Th/s;2100W;75db;SHA-256;-$3.77/day
+Bitmain Antminer S19j Pro (100Th);Jun 2021;100Th/s;3050W;75db;SHA-256;-$0.01/day
+Bitmain Antminer S19j (90Th);Jun 2021;90Th/s;3250W;75db;SHA-256;-$1.46/day
+Goldshell KD-BOX;May 2021;1.6Th/s;205W;35db;Kadena;-$0.46/day
+Goldshell HS-BOX;May 2021;235Gh/s;230W;35db;2;-$0.08/day
+Aisen A1 Pro;May 2021;23Th/s;2200W;72db;SHA-256;-$4.32/day
+Goldshell LB1;Apr 2021;87Gh/s;80W;55db;Lbry;-$0.15/day
+Goldshell KD2;Mar 2021;6Th/s;830W;55db;Kadena;-$1.92/day
+Goldshell CK5;Mar 2021;12Th/s;2400W;80db;Eaglesong;-$3.44/day
+Goldshell KD5;Mar 2021;18Th/s;2250W;80db;Kadena;-$5.06/day
+Goldshell LT5;Mar 2021;2.05Gh/s;2080W;80db;Scrypt;-$2.95/day
+Goldshell HS5;Feb 2021;2.7Th/s;2650W;80db;2;-$0.94/day
+Innosilicon T2 Turbo 29T/30T;Jan 2021;30Th/s;2400W;72db;2;-$4.02/day
+iPollo G1 Mini;Jan 2021;1.2GPS;120W;40db;Cuckatoo32;$0.04/day
+Canaan AvalonMiner 1246;Jan 2021;90Th/s;3420W;75db;SHA-256;-$1.95/day
+MicroBT Whatsminer M31S+;Dec 2020;80Th/s;3360W;70db;SHA-256;-$2.66/day
+Innosilicon A10 Pro+ ETH (750Mh);Dec 2020;750Mh/s;1350W;75db;EtHash;-$2.26/day
+iPollo G1;Dec 2020;36GPS;2800W;75db;Cuckatoo32;$3.37/day
+MicroBT Whatsminer M32S;Nov 2020;66Th/s;3432W;75db;SHA-256;-$4.09/day
+Goldshell HS3-SE;Nov 2020;930Gh/s;930W;55db;2;-$0.28/day
+iBeLink BM-K1;Nov 2020;5.3Th/s;835W;74db;Kadena;-$1.99/day
+iBeLink BM-N1;Nov 2020;6.6Th/s;2400W;72db;Eaglesong;-$5.00/day
+MicroBT Whatsminer M30S++;Oct 2020;112Th/s;3472W;75db;SHA-256;-$0.17/day
+Goldshell HS1-PLUS;Oct 2020;105Gh/s;115W;34db;Handshake;-$0.27/day
+Goldshell HS3;Oct 2020;2Th/s;2000W;75db;2;-$0.38/day
+MicroBT Whatsminer M30S+;Oct 2020;100Th/s;3400W;75db;SHA-256;-$1.02/day
+StrongU Hornbill H8;Oct 2020;74Th/s;3330W;76db;SHA-256;-$3.10/day
+Canaan AvalonMiner 1166 Pro;Aug 2020;81Th/s;3400W;75db;SHA-256;-$2.68/day
+Canaan AvalonMiner 1146 Pro;Aug 2020;63Th/s;3276W;75db;SHA-256;-$3.91/day
+MicroBT Whatsminer M32;Jul 2020;62Th/s;3348W;75db;SHA-256;-$4.20/day
+Hummer Miner Mars H1;Jul 2020;88Gh/s;2800W;75db;Handshake;-$8.01/day
+Bitmain Antminer T19 (84Th);Jun 2020;84Th/s;3150W;75db;SHA-256;-$1.70/day
+Bitmain Antminer Z15;Jun 2020;420ksol/s;1510W;72db;Equihash;$0.55/day
+Innosilicon A10 Pro ETH (500Mh);May 2020;500Mh/s;960W;75db;EtHash;-$1.68/day
+Bitmain Antminer S19 Pro (110Th);May 2020;110Th/s;3250W;75db;SHA-256;$0.29/day
+Bitmain Antminer S19 (95Th);May 2020;95Th/s;3250W;75db;SHA-256;-$1.02/day
+Todek Toddminer C1 PRO;May 2020;3Th/s;2700W;70db;Eaglesong;-$6.91/day
+Bitmain Antminer K5 (1130Gh);Apr 2020;1.13Th/s;1580W;72db;Eaglesong;-$4.22/day
+MicroBT Whatsminer M30S;Apr 2020;86Th/s;3268W;72db;SHA-256;-$1.86/day
+MicroBT Whatsminer M31S;Apr 2020;76Th/s;3220W;75db;SHA-256;-$2.96/day
+Todek Toddminer C1;Mar 2020;1.55Th/s;1380W;70db;Eaglesong;-$3.53/day
+Bitmain Antminer S17+ (73Th);Dec 2019;73Th/s;2920W;75db;SHA-256;-$2.00/day
+Bitmain Antminer T17+ (64Th);Dec 2019;64Th/s;3200W;75db;SHA-256;-$3.60/day
+Bitmain Antminer S17e (64Th);Nov 2019;64Th/s;2880W;80db;SHA-256;-$2.68/day
+StrongU STU-U6;Nov 2019;440Gh/s;2200W;76db;X11;-$2.86/day
+Bitmain Antminer T17e (53Th);Nov 2019;53Th/s;2915W;80db;SHA-256;-$3.74/day
+Ebang Ebit E12+;Sep 2019;50Th/s;2500W;75db;SHA-256;-$2.81/day
+Ebang Ebit E12;Sep 2019;44Th/s;2500W;75db;SHA-256;-$3.34/day
+Canaan AvalonMiner 1047;Sep 2019;37Th/s;2380W;70db;SHA-256;-$3.61/day
+Innosilicon T3+ 57T;Sep 2019;57Th/s;3300W;75db;SHA-256;-$4.50/day
+Canaan AvalonMiner 1066;Sep 2019;50Th/s;3250W;75db;SHA-256;-$4.97/day
+Innosilicon A10 ETHMaster (500Mh);Sep 2019;500Mh/s;750W;75db;EtHash;-$1.07/day
+StrongU STU-U8 Pro;Sep 2019;60Th/s;2800W;76db;SHA-256;-$2.80/day
+MicroBT Whatsminer M21;Aug 2019;31Th/s;1860W;75db;SHA-256;-$2.64/day
+MicroBT Whatsminer M20S;Aug 2019;68Th/s;3360W;75db;SHA-256;-$3.71/day
+Bitmain Antminer S9k (13.5Th);Aug 2019;13.5Th/s;1310W;76db;SHA-256;-$2.59/day
+Innosilicon T3 50T;Jul 2019;50Th/s;3100W;75db;SHA-256;-$4.54/day
+StrongU STU-U1++;Jul 2019;52Th/s;2200W;76db;Blake256R14;$0.14/day
+StrongU STU-U8;Jul 2019;46Th/s;2100W;76db;SHA-256;-$2.01/day
+Bitmain Antminer S9 SE (16Th);Jul 2019;16Th/s;1280W;76db;SHA-256;-$2.28/day
+Dayun Zig Z1 Pro;Jun 2019;13Gh/s;1500W;72db;Lyra2REv2;-$4.24/day
+MicroBT Whatsminer M21S;Jun 2019;56Th/s;3360W;75db;SHA-256;-$4.76/day
+Bitmain Antminer T17 (40Th);May 2019;40Th/s;2200W;82db;SHA-256;-$2.83/day
+Innosilicon T3+ 52T;May 2019;52Th/s;2800W;75db;SHA-256;-$1.77/day
+Innosilicon A9++ ZMaster;May 2019;140ksol/s;1550W;75db;Equihash;-$2.83/day
+Bitmain Antminer S17 Pro (50Th);Apr 2019;50Th/s;1975W;82db;SHA-256;-$1.30/day
+Bitmain Antminer S17 Pro (53Th);Apr 2019;53Th/s;2094W;82db;SHA-256;-$1.38/day
+Bitmain Antminer S17 (53Th);Apr 2019;53Th/s;2385W;82db;SHA-256;-$2.22/day
+Bitmain Antminer S17 (56Th);Apr 2019;56Th/s;2520W;82db;SHA-256;-$2.34/day
+Bitmain Antminer Z11;Apr 2019;135ksol/s;1418W;70db;Equihash;-$2.51/day
+Innosilicon T3 39T;Mar 2019;39Th/s;2150W;75db;SHA-256;-$2.77/day
+FusionSilicon X7 Miner;Mar 2019;262Gh/s;1420W;72db;X11;-$2.02/day
+Bitmain Antminer B7 (96Kh);Mar 2019;96kh/s;528W;65db;Tensority;Unknown
+Obelisk SC1 Dual;Mar 2019;1.1Th/s;900W;75db;2;-$1.90/day
+Obelisk SC1 Immersion;Mar 2019;2.2Th/s;1600W;30db;2;-$3.23/day
+Innosilicon A6+ LTCMaster;Mar 2019;2.2Gh/s;2100W;82db;Scrypt;-$2.78/day
+Innosilicon T3 43T;Jan 2019;43Th/s;2100W;75db;SHA-256;-$2.27/day
+Innosilicon A9+ ZMaster;Jan 2019;120ksol/s;1550W;75db;Equihash;-$3.07/day
+Obelisk SC1 Slim;Jan 2019;550Gh/s;450W;75db;2;-$0.95/day
+FusionSilicon X1 Miner;Jan 2019;12.96Gh/s;1110W;72db;Lyra2REv2;-$3.12/day
+Holic H22;Dec 2018;22Th/s;1700W;70db;SHA-256;-$2.68/day
+Holic H28;Dec 2018;28Th/s;2100W;70db;SHA-256;-$3.59/day
+Bitmain Antminer DR5 (34Th);Dec 2018;34Th/s;1800W;76db;Blake256R14;-$0.95/day
+Bitmain Antminer S15 (28Th);Dec 2018;28Th/s;1596W;76db;2;-$0.96/day
+Bitmain Antminer T15 (23Th);Dec 2018;23Th/s;1541W;75db;2;-$1.70/day
+Bitfury Tardis;Nov 2018;80Th/s;6300W;80db;SHA-256;-$11.12/day
+MicroBT Whatsminer D1;Nov 2018;48Th/s;2200W;75db;Blake256R14;-$0.36/day
+Bitmain Antminer D5 (119Gh);Nov 2018;119Gh/s;1566W;76db;X11;-$3.57/day
+Dayun Zig M1;Nov 2018;2.611Gh/s;784W;72db;5;$0.03/day
+Dayun Zig D1;Nov 2018;48Gh/s;2200W;55db;X11;-$5.96/day
+Bitmain Antminer S11 (20.5Th);Nov 2018;20.5Th/s;1530W;76db;SHA-256;-$2.61/day
+GMO miner B3;Nov 2018;33Th/s;3417W;75db;SHA-256;-$6.94/day
+Baikal BK-G28;Oct 2018;28Gh/s;1300W;70db;8;$2.39/day
+Innosilicon T2 Turbo 25T;Oct 2018;25Th/s;2050W;75db;4;-$2.16/day
+StrongU STU-U1+;Oct 2018;12.8Th/s;1850W;76db;Blake256R14;-$3.73/day
+StrongU STU-U2;Oct 2018;7Th/s;1600W;76db;Blake2B;-$4.35/day
+Dayun Zig Z1+;Oct 2018;7.25Gh/s;1200W;70db;Lyra2REv2;-$3.41/day
+Ebang Ebit E11++;Oct 2018;44Th/s;1980W;75db;SHA-256;-$1.84/day
+Ebang Ebit E11+;Oct 2018;37Th/s;2035W;75db;SHA-256;-$2.61/day
+Ebang Ebit E11;Oct 2018;30Th/s;1950W;75db;SHA-256;-$2.98/day
+StrongU STU-U1;Oct 2018;11Th/s;1600W;76db;Blake256R14;-$3.24/day
+GMO miner B2;Oct 2018;24Th/s;1950W;70db;SHA-256;-$3.51/day
+Ebang Ebit E9;Sep 2018;6.3Th/s;1077W;72db;SHA-256;-$2.55/day
+Bitmain Antminer DR3;Sep 2018;7.8Th/s;1410W;76db;Blake256R14;-$3.09/day
+Canaan AvalonMiner 921;Sep 2018;20Th/s;1700W;72db;SHA-256;-$3.14/day
+MicroBT Whatsminer M10;Sep 2018;33Th/s;2145W;75db;SHA-256;-$3.28/day
+MicroBT Whatsminer M10S;Sep 2018;55Th/s;3500W;75db;SHA-256;-$5.25/day
+Innosilicon T2 Turbo+ 32T;Sep 2018;32Th/s;2200W;72db;SHA-256;-$3.53/day
+Dayun Zig Z1;Sep 2018;6.8Gh/s;1200W;70db;Lyra2REv2;-$3.41/day
+Spondoolies SPx36;Sep 2018;540Gh/s;4400W;75db;X11;-$8.41/day
+Bitmain Antminer Z9;Sep 2018;42ksol/s;970W;75db;Equihash;-$2.30/day
+Bitmain Antminer S9 Hydro (18Th);Aug 2018;18Th/s;1728W;45db;SHA-256;-$3.40/day
+Bitfily Snow Panther B1+;Aug 2018;24.5Th/s;2100W;75db;SHA-256;-$3.90/day
+FFMiner DS19;Aug 2018;3.1Th/s;980W;67db;Blake256R14;-$2.70/day
+Bitmain Antminer S9j (14.5Th);Aug 2018;14.5Th/s;1350W;76db;SHA-256;-$2.62/day
+FusionSilicon X6 Miner;Aug 2018;860Mh/s;1079W;72db;Scrypt;-$1.83/day
+Innosilicon T2 Turbo;Aug 2018;24Th/s;1980W;72db;SHA-256;-$3.60/day
+iBeLink DSM7T;Aug 2018;7Th/s;2100W;76db;2;-$5.18/day
+Innosilicon D9+ DecredMaster;Aug 2018;2.8Th/s;1230W;70db;Blake256R14;-$3.19/day
+Ebang Ebit E9i;Jul 2018;13.5Th/s;1420W;74db;SHA-256;-$2.90/day
+Bitmain Antminer E3 (190Mh);Jul 2018;190Mh/s;760W;76db;EtHash;-$1.78/day
+Bitfily Snow Panther B1;Jul 2018;16Th/s;1380W;75db;SHA-256;-$2.57/day
+Bitfily Snow Panther D1;Jul 2018;6Th/s;2100W;72db;Blake256R14;-$5.30/day
+Bitmain Antminer E3 (180Mh);Jul 2018;180Mh/s;800W;75db;EtHash;-$1.91/day
+Obelisk SC1;Jun 2018;550Gh/s;500W;65db;2;-$1.10/day
+Obelisk DCR1;Jun 2018;1.2Th/s;500W;65db;Blake256R14;-$1.29/day
+FFMiner Decred D18;Jun 2018;340Gh/s;180W;55db;Blake256R14;-$0.48/day
+Baikal BK-D;Jun 2018;320Gh/s;1100W;65db;4;-$1.07/day
+Innosilicon A9 ZMaster;Jun 2018;50ksol/s;620W;70db;Equihash;-$1.20/day
+iBeLink DSM6T;Jun 2018;6Th/s;2100W;78db;Blake256R14;-$5.30/day
+Bitmain Antminer Z9 Mini;Jun 2018;10ksol/s;300W;65db;Equihash;-$0.75/day
+Bitmain Antminer L3++ (580Mh);May 2018;580Mh/s;942W;76db;Scrypt;-$1.85/day
+Baikal BK-N240;May 2018;240kh/s;650W;62db;2;-$1.55/day
+Innosilicon T2 Terminator;May 2018;17.2Th/s;1570W;72db;SHA-256;-$3.01/day
+Ebang Ebit E9.3;May 2018;16Th/s;1760W;72db;SHA-256;-$3.66/day
+Bitmain Antminer B3 (1Kh);May 2018;1kh/s;380W;72db;Tensority;Unknown
+Baikal BK-N70;May 2018;70kh/s;240W;62db;2;-$0.54/day
+Bitmain Antminer S9i (13Th);May 2018;13Th/s;1280W;76db;SHA-256;-$2.57/day
+Ebang Ebit E9.2;May 2018;12Th/s;1320W;70db;SHA-256;-$2.75/day
+Bitmain Antminer S9i (14Th);May 2018;14Th/s;1320W;76db;SHA-256;-$2.57/day
+iBeLink DM56G;May 2018;56Gh/s;2100W;72db;X11;-$5.61/day
+Innosilicon A8C CryptoMaster;May 2018;80kh/s;175W;70db;CryptoNight;-$0.40/day
+Bitmain Antminer B3 (780Hz);May 2018;780h/s;360W;72db;Tensority;Unknown
+Bitmain Antminer X3 (220Kh);May 2018;220kh/s;465W;76db;CryptoNight;-$1.05/day
+Bitmain Antminer L3++ (596Mh);May 2018;596Mh/s;1050W;70db;Scrypt;-$2.14/day
+Innosilicon D9 DecredMaster;Apr 2018;2.4Th/s;1000W;70db;Blake256R14;-$2.58/day
+Innosilicon S11 SiaMaster;Apr 2018;4.3Th/s;1350W;70db;Blake2B;-$3.82/day
+Innosilicon A8+ CryptoMaster;Apr 2018;240kh/s;480W;70db;CryptoNight;-$1.07/day
+PinIdea RR-210;Apr 2018;30kh/s;350W;55db;2;-$0.97/day
+Innosilicon A8 CryptoMaster;Apr 2018;160kh/s;350W;70db;CryptoNight;-$0.80/day
+Halong Mining DragonMint B29;Apr 2018;2.1Th/s;900W;70db;Blake256R14;-$2.33/day
+Halong Mining DragonMint B52;Apr 2018;3.83Th/s;1380W;70db;Blake2B;-$3.83/day
+PinIdea RR-200;Apr 2018;27kh/s;350W;55db;2;-$0.97/day
+Canaan AvalonMiner 841;Apr 2018;13.6Th/s;1290W;65db;SHA-256;-$2.52/day
+Halong Mining DragonMint T1;Apr 2018;16Th/s;1480W;75db;SHA-256;-$2.86/day
+Baikal BK-N+;Mar 2018;40kh/s;120W;60db;2;-$0.29/day
+Innosilicon A5+ DashMaster;Mar 2018;65Gh/s;1500W;75db;X11;-$3.81/day
+Baikal BK-N;Mar 2018;20kh/s;60W;60db;2;-$0.15/day
+MicroBT Whatsminer M3X;Mar 2018;12.5Th/s;2050W;78db;SHA-256;-$4.81/day
+Bitmain Antminer V9 (4Th);Mar 2018;4Th/s;1027W;76db;SHA-256;-$2.61/day
+Canaan AvalonMiner 821;Feb 2018;11.5Th/s;1200W;65db;SHA-256;-$2.45/day
+Ebang Ebit E10;Feb 2018;18Th/s;1650W;75db;SHA-256;-$3.17/day
+Bitmain Antminer A3 (815Gh);Jan 2018;815Gh/s;1275W;76db;Blake2B;-$3.64/day
+Baikal BK-B;Jan 2018;160Gh/s;410W;65db;5;$0.00/day
+BW L21;Jan 2018;550Mh/s;950W;75db;Scrypt;-$1.92/day
+Innosilicon A6 LTCMaster;Jan 2018;1.23Gh/s;1500W;82db;Scrypt;-$2.49/day
+Ebang Ebit E9+;Jan 2018;9Th/s;1300W;75db;SHA-256;-$2.95/day
+Bitmain Antminer T9+ (10.5Th);Jan 2018;10.5Th/s;1432W;76db;SHA-256;-$3.20/day
+Pantech WX6;Jan 2018;34Th/s;5000W;72db;SHA-256;-$11.42/day
+Bitfily Snow Panther A1;Jan 2018;49Th/s;5400W;82db;SHA-256;-$11.25/day
+MicroBT Whatsminer M3;Jan 2018;12Th/s;2000W;78db;SHA-256;-$4.71/day
+Bitmain Antminer G2;Dec 2017;220Mh/s;1200W;72db;EtHash;-$2.98/day
+Bitfury B8;Dec 2017;49Th/s;6400W;85db;SHA-256;-$14.13/day
+PinIdea DR-100 Pro;Nov 2017;21Gh/s;900W;55db;X11;-$2.43/day
+Baikal BK-X;Nov 2017;10Gh/s;630W;65db;8;$0.71/day
+Bitmain Antminer S9 (14Th);Nov 2017;14Th/s;1372W;85db;SHA-256;-$2.72/day
+Innosilicon A4+ LTCMaster;Nov 2017;620Mh/s;750W;80db;Scrypt;-$1.24/day
+Innosilicon A5 DashMaster;Oct 2017;32.5Gh/s;750W;75db;X11;-$1.90/day
+Bitmain Antminer D3 (19.3Gh);Oct 2017;19.3Gh/s;1350W;75db;X11;-$3.74/day
+Bitmain Antminer L3+ (600Mh);Oct 2017;600Mh/s;850W;75db;Scrypt;-$1.73/day
+Bitmain Antminer D3 (17.5Gh);Oct 2017;17.5Gh/s;1280W;75db;X11;-$3.55/day
+Pantech SX6;Sep 2017;8.5Th/s;1000W;72db;SHA-256;-$2.13/day
+iBeLink DM22G;Sep 2017;22Gh/s;810W;81db;X11;-$2.16/day
+Bitmain Antminer D3 (15Gh);Sep 2017;15Gh/s;1200W;75db;X11;-$3.34/day
+Bitmain Antminer S9 (13.5Th);Sep 2017;13.5Th/s;1323W;85db;SHA-256;-$2.63/day
+PinIdea DR-100;Aug 2017;19Gh/s;900W;55db;X11;-$2.44/day
+Bitmain Antminer T9 (12.5Th);Aug 2017;12.5Th/s;1576W;68db;SHA-256;-$3.44/day
+Baikal Giant+ A2000;Aug 2017;2Gh/s;450W;65db;6;-$0.71/day
+iBeLink DM11G;Jul 2017;10.8Gh/s;810W;81db;X11;-$2.25/day
+Bitmain Antminer S9 (13Th);Jul 2017;13Th/s;1300W;85db;SHA-256;-$2.60/day
+Innosilicon A4 Dominator;Jul 2017;280Mh/s;1050W;75db;Scrypt;-$2.61/day
+Bitmain Antminer L3+ (504Mh);Jun 2017;504Mh/s;800W;70db;Scrypt;-$1.56/day
+Baikal Miner Cube;Apr 2017;300Mh/s;90W;45db;6;-$0.14/day
+PinIdea DR-3;Apr 2017;600Mh/s;345W;50db;X11;-$0.99/day
+Bitmain Antminer T9 (11.5Th);Apr 2017;11.5Th/s;1450W;68db;SHA-256;-$3.17/day
+Canaan AvalonMiner 741;Apr 2017;7.3Th/s;1150W;65db;SHA-256;-$2.67/day
+Bitmain Antminer R4;Feb 2017;8.7Th/s;845W;52db;SHA-256;-$1.67/day
+Bitmain Antminer S9 (12.5Th);Feb 2017;12.5Th/s;1225W;85db;SHA-256;-$2.43/day
+Baikal Giant A900;Oct 2016;900Mh/s;270W;65db;6;-$0.38/day
+Baikal Mini Miner;Sep 2016;150Mh/s;50W;45db;6;-$0.07/day
+Baikal Quadruple Mini Miner;Aug 2016;600Mh/s;192W;50db;6;-$0.29/day
+Bitmain Antminer S7-LN;Jun 2016;2.7Th/s;697W;48db;SHA-256;-$1.77/day
+Bitmain Antminer S9 (11.5Th);Jun 2016;11.5Th/s;1127W;85db;SHA-256;-$2.24/day
+Bitmain Antminer S7;Sep 2015;4.73Th/s;1293W;62db;SHA-256;-$3.31/day
+Bitmain Antminer S5;Dec 2014;1.155Th/s;590W;65db;SHA-256;-$1.60/day
+Bitmain Antminer S3;Jul 2014;0.478Th/s;366W;60db;SHA-256;-$1.01/day

hardwarelist/hardware_bitcoinwiki.csv

@@ -0,0 +1,266 @@
+hardware_name,hashrate,efficiency,hardware_index
+AntMiner S1,180000,500,0
+AntMiner S2,100000,900,1
+AntMiner S3,441000,1300,2
+AntMiner S3+,453000,1282,3
+AntMiner S4,200000,1429,4
+AntMiner S5,115500,1957,5
+AntMiner S5+,772200,2247,6
+AntMiner S7,486000,4000,7
+AntMiner S9,140000,10182,8
+AntMiner U1,1600,800,9
+AntMiner U2+,2000,1000,10
+AntMiner U3,63000,1000,11
+ASICMiner BE Blade,10752,129,12
+ASICMiner BE Cube,30000,150,13
+ASICMiner BE Sapphire,336,130,14
+ASICMiner BE Tube,800000,888,15
+ASICMiner BE Prisma,140000,1333,16
+Avalon Batch 1,66300,107,17
+Avalon Batch 2,82000,117,18
+Avalon Batch 3,82000,117,19
+Avalon2,300000,unknown,20
+Avalon3,800000,unknown,21
+Avalon6,350000,3240.7,22
+Avalon721,600000,6000,23
+Avalon741,730000,6350,24
+Avalon761,880000,6670,25
+Avalon821,110000,9170,26
+bi*fury,5000,1176,27
+BFL SC,5000,166,28
+BFL Little Single,30000,unknown,29
+BFL Single 'SC',60000,250,30
+BFL  Rack Mount,230000,unknown,31
+BFL  Mini Rig SC,500000,185,32
+BFL Monarch,700000,1428,33
+BitFury S.B.,unknown,unknown,34
+Bitmine.ch Avalon Clone 85GH,85000,130.76,35
+Black Arrow Prospero X-1,100000,1000,36
+Black Arrow Prospero X-3,200000,1000,37
+Blue Fury,2500,1000,38
+BTC Garden AM-V1,310000,954,39
+CoinTerra TerraMiner IV,160000,761.90,40
+Drillbit,unknown,unknown,41
+Ebit E9,630000,7140,42
+Ebit E9+,900000,6900,43
+Ebit E9++,140000,10500,44
+Ebit E10,180000,11100,45
+HashBuster Micro,20000,869,46
+HashBuster Nano,unknown,unknown,47
+HashCoins Apollo v3,110000,1100,48
+HashCoins Zeus v3,450000,1500,49
+HashFast Baby Jet,400000,909,50
+HashFast Sierra,120000,909,51
+HashFast Sierra Evo 3,200000,909,52
+Klondike,5200,160,53
+KnCMiner Mercury,100000,400,54
+KnC Saturn,250000,400,55
+KnC Jupiter,500000,400,56
+KnC Neptune,300000,1429,57
+LittleFury,unknown,unknown,58
+Metabank,120000,705,59
+NanoFury / IceFury,2000,800,60
+NanoFury NF2,3700,740,61
+Red/BlueFury,2600,1040,62
+RKMINER R3-BOX,450000,1000,63
+RKMINER R4-BOX,470000,1000,64
+RKMINER Rocket BOX,450000,937,65
+RKMINER R-BOX,32000,711,66
+RKMINER R-BOX 110G,110000,917,67
+RKMINER T1 800G,800000,800,68
+Spondooliestech SP10 Dawson,140000,1120,69
+Spondooliestech SP20 Jackson,170000,1545,70
+Spondooliestech SP30 Yukon,450000,1500,71
+Spondooliestech SP31 Yukon,490000,1633,72
+Spondooliestech SP35 Yukon,550000,1506,73
+TerraHash Klondike 16,4500,140,74
+TerraHash Klondike 64,18000,140,75
+TerraHash DX Mini,90000,140,76
+TerraHash DX Large,180000,140,77
+Twinfury,4500,1174,78
+WhatsMiner M1,unknown,unknown,79
+WhatsMiner M2,920000,4496.5,80
+WhatsMiner M3,115000,6442.5,81
+Avnet Spartan-6 LX150T Development Kit,100,unknown,82
+Bitcoin Dominator X5000,100,14.7,83
+BitForce SHA256 Single,832,10.4,84
+Butterflylabs Mini Rig,25200,20.16,85
+Digilent Nexys 2 500K,5,unknown,86
+Icarus,380,19.79,87
+KnCMiner Mars,6000,unknown,88
+Lancelot,400,15.384,89
+ModMiner Quad,800,20,90
+Terasic DE2-115,80,unknown,91
+X6500 FPGA Miner,400,23.25,92
+ZTEX USB-FPGA Module 1.15b,90,unknown,93
+ZTEX USB-FPGA Module 1.15x,215,unknown,94
+ZTEX USB-FPGA Module 1.15y,860,unknown,95
+3410,0.89,0.074,96
+4350,8.2425,0.346,97
+4550,7.5150,0.289,98
+4650,31.33,0.653,99
+4670,42.083,0.646,100
+4730,72.29,0.657,101
+4770,72.29,0.904,102
+4830,62.035,0.5429,103
+4850,87.62,0.7956,104
+4860,67.47,0.519,105
+4870,96.666,0.6532,106
+4890,107.32,0.54,107
+5450,14.662,0.631,108
+5470,17.1,unknown,109
+5550,51.345,1.041,110
+5570,77.322,1.7496,111
+5650,54.6,1.37,112
+5670,92.898,1.3784,113
+5750,152.13,1.401,114
+5770,212.94,1.9401,115
+5830,300.18,1.5452,116
+5850,346.78,1.8195,117
+5870,411.67,1.9060,118
+5970,700.97,2.0053,119
+6450,32.466,1.709,120
+6570,92.42,1.4836,121
+6670,112.01,1.69,122
+6750,160.53,1.0702,123
+6770,211,unknown,124
+6790,219.5,1.467,125
+6850,240.41,1.3996,126
+6870,301.45,1.7264,127
+6930,354,unknown,128
+6950,366.39,1.9399,129
+6970,394.66,1.8507,130
+6990,772.28,1.9056,131
+7750,126.14,2.66,132
+7770,197.5,2.3795,133
+7790,319,unknown,134
+7850,326.33,191,135
+7870,423.25,unknown,136
+7950,544.25,unknown,137
+7970,681.08,3.1826,138
+3XXX,unknown,unknown,139
+42XX,unknown,unknown,140
+4570M,8.8099,0.2985,141
+5750 Vapor-X,195,1.56,142
+5770 Hawk,182,unknown,143
+5830M,120,unknown,144
+5830 black,310,unknown,145
+5870M,170.85,unknown,146
+6310M,9.821,0.545,147
+6470M,27.55,unknown,148
+6480G,24.1,unknown,149
+6490M,20.194,0.708,150
+6520G,33.8,unknown,151
+6530D,40.5,unknown,152
+6550D,66.2,unknown,153
+6630M,55.9,unknown,154
+6750M,50.739,unknown,155
+7870 XT,485,3.09,156
+7870xt,520,unknown,157
+FirePro V3800,69,unknown,158
+FirePro V4800,79.7,unknown,159
+FirePro V8700,84.8,unknown,160
+FirePro M5800,65.35,unknown,161
+FirePro M5950,96.7,unknown,162
+FirePro V5800,141.33,unknown,163
+FirePro V7750,35.7,unknown,164
+FirePro V7800,254.85,unknown,165
+FirePro M7740  [DELL],63,unknown,166
+FirePro M7820,150,unknown,167
+ION,1.8,0.067,168
+8200 mGPU,1.2,unknown,169
+8400 GS,1.95,0.013,170
+8400M GS,2,unknown,171
+8500GT,2.4,unknown,172
+8600M GT,4.365,unknown,173
+8600GT,5.66,unknown,174
+8800GT,29.279,0.2672,175
+8800GTS,16.8,0.109,176
+8800 GTS,26.1,0.124,177
+8800 GTX,27.5,unknown,178
+8800m GTX,16.3,unknown,179
+9300GE,1.57,unknown,180
+9300GS,1.69,unknown,181
+9300/nForce 730i,2.15,unknown,182
+9400GT,3.37,0.067,183
+9400M,1.9,0.32,184
+9500M GS,3.2,unknown,185
+9500GT,7.05,0.135,186
+9600GSO,19.88,0.237,187
+9600GSO512,11.75,0.131,188
+9600GT,15.66,0.165,189
+9600GT Zotac,15,unknown,190
+9600M GS,4,unknown,191
+9800GT,30.36,0.289,192
+9800GT EE,19.7,0.263,193
+9800GTX,32.54,0.232,194
+9800GTX+,36.284,0.259,195
+9800GX2,42.915,0.2179,196
+G210,3.585,0.1175,197
+GT220,10.8,0.084,198
+GT230,15.5,0.161,199
+GT240,22.903,0.281,200
+GT240M,9.8,0.426,201
+GTS250,35.295,0.2435,202
+GTX260M,22.5,unknown,203
+GTX260,39.955,0.21,204
+GTX260c216,45.933,0.248,205
+GTX275,54.375,0.232,206
+GTX280,55.59,0.2435,207
+GTX285,59.075,0.262,208
+GTX295,109.26,0.3783,209
+GT 320M,6.12,unknown,210
+320M,7,0.35,211
+GT 325M,8.6633,unknown,212
+GT330,21.65,unknown,213
+GT 330M,9.385,unknown,214
+GTS 350M,17,1.214,215
+GTS 360M,25,unknown,216
+GT430,20.24,0.413,217
+GT440,20.4,unknown,218
+GT530,17.9,0.358,219
+GT520M,8.9,unknown,220
+GT525M,14.6,unknown,221
+GT540M,16,unknown,222
+GT550M,17.08,unknown,223
+GT610M,9.371,unknown,224
+GT650M,17.8,unknown,225
+GTS450,45.28,0.427,226
+GTX460SE,56.39,0.376,227
+GTX460,67.315,0.427,228
+GTX460 768MB,57.8,unknown,229
+GTX460 1GB DirectCU,80.9,unknown,230
+GTX460 1GB,71.4,unknown,231
+GTX465,64.41,0.322,232
+GTX470,101.45,0.4505,233
+GTX480,120.85,0.405,234
+GTX480 AMP!Zotac,140.1,unknown,235
+GTX550 Ti,45,unknown,236
+GTX560 Ti,80.433,0.4320,237
+GTX 560M,39.3,0.38,238
+GTX560,86.7,0.51,239
+GTX570,145.56,0.613,240
+GTX580,156.6,0.642,241
+GTX590,1157.2,unknown,242
+GTX670,112,1.1,243
+GTX680,119.10,1.2,244
+Quadro FX 580,5.7,0.14,245
+Quadro FX 770M,6.07,unknown,246
+Quadro FX 880M,9.6,unknown,247
+Quadro FX 1600M,6,0.12,248
+Quadro FX 1800,13.6,unknown,249
+Quadro FX 2000M,23,0.397,250
+Quadro FX 2800M,22,0.293,251
+Quadro FX 3000M,28.6,unknown,252
+Quadro FX 3600M,36,0.514,253
+Quadro FX 3800,33.3,unknown,254
+Quadro NVS 135M,1.05,0.1,255
+Quadro NVS 295,1.7,0.07,256
+Quadro NVS 3100M,3.6,0.257,257
+Quadro NVS 4200M,10,unknown,258
+Quadro 5000,67.7,0.445,259
+Tesla C1060,52.5,unknown,260
+Tesla K20,134.8,unknown,261
+Tesla M2050,87.15,unknown,262
+Tesla S1070,155.2,unknown,263
+Tesla S2070,749.23,unknown,264

hardwarelist/hardware_bitcoinwiki.txt

@@ -0,0 +1,318 @@
+AntMiner S1;180000;500
+AntMiner S2;100000;900
+AntMiner S3;441000;1300
+AntMiner S3+;453000;1282
+AntMiner S4;200000;1429
+AntMiner S5;115500;1957
+AntMiner S5+;772200;2247
+AntMiner S7;486000;4000
+AntMiner S9;140000;10182
+AntMiner U1;1600;800
+AntMiner U2+;2000;1000
+AntMiner U3;63000;1000
+ASICMiner BE Blade;10752;129
+ASICMiner BE Cube;30000;150
+ASICMiner BE Sapphire;336;130
+ASICMiner BE Tube;800000;888
+ASICMiner BE Prisma;140000;1333
+Avalon Batch 1;66300;107
+Avalon Batch 2;82000;117
+Avalon Batch 3;82000;117
+Avalon2;300000;unknown
+Avalon3;800000;unknown
+Avalon6;350000;3240.7
+Avalon721;600000;6000
+Avalon741;730000;6350
+Avalon761;880000;6670
+Avalon821;110000;9170
+bi*fury;5000;1176
+BFL SC 5Gh/s;5000;166
+BFL SC 10 Gh/s;10000;unknown
+BFL SC 25 Gh/s;25000;166
+BFL Little Single;30000;unknown
+BFL SC 50 Gh/s;50000;166
+BFL Single 'SC';60000;250
+BFL 230 GH/s Rack Mount;230000;unknown
+BFL 500 GH/s Mini Rig SC;500000;185
+BFL Monarch 700GH/s;700000;1428
+BitFury S.B.;unknown;unknown
+Bitmine.ch Avalon Clone 85GH;85000;130.76
+Black Arrow Prospero X-1;100000;1000
+Black Arrow Prospero X-3;200000;1000
+Blue Fury;2500;1000
+BTC Garden AM-V1 310 GH/s;310000;954
+BTC Garden AM-V1 616 GH/s;616000;951
+CoinTerra TerraMiner IV;160000;761.90
+Drillbit;unknown;unknown
+Ebit E9;630000;7140
+Ebit E9+;900000;6900
+Ebit E9++;140000;10500
+Ebit E10;180000;11100
+HashBuster Micro;20000;869
+HashBuster Nano;unknown;unknown
+HashCoins Apollo v3;110000;1100
+HashCoins Zeus v3;450000;1500
+HashFast Baby Jet;400000;909
+HashFast Sierra;120000;909
+HashFast Sierra Evo 3;200000;909
+Klondike;5200;160
+KnCMiner Mercury;100000;400
+KnC Saturn;250000;400
+KnC Jupiter;500000;400
+KnC Neptune;300000;1429
+LittleFury;unknown;unknown
+Metabank;120000;705
+NanoFury / IceFury;2000;800
+NanoFury NF2;3700;740
+Red/BlueFury;2600;1040
+ROCKMINER R3-BOX;450000;1000
+ROCKMINER R4-BOX;470000;1000
+ROCKMINER Rocket BOX;450000;937
+ROCKMINER R-BOX;32000;711
+ROCKMINER R-BOX 110G;110000;917
+ROCKMINER T1 800G;800000;800
+Spondooliestech SP10 Dawson;140000;1120
+Spondooliestech SP20 Jackson;170000;1545
+Spondooliestech SP30 Yukon;450000;1500
+Spondooliestech SP31 Yukon;490000;1633
+Spondooliestech SP35 Yukon;550000;1506
+TerraHash Klondike 16;4500;140
+TerraHash Klondike 64;18000;140
+TerraHash DX Mini (full);90000;140
+TerraHash DX Large (full);180000;140
+Twinfury;4500;1174
+WhatsMiner M1;unknown;unknown
+WhatsMiner M2;920000;4496.5
+WhatsMiner M3;115000;6442.5
+Avnet Spartan-6 LX150T Development Kit;100;unknown
+Bitcoin Dominator X5000;100;14.7
+BitForce SHA256 Single;832;10.4
+Butterflylabs Mini Rig;25200;20.16
+Digilent Nexys 2 500K;5;unknown
+Icarus;380;19.79
+KnCMiner Mars;6000;unknown
+Lancelot;400;15.384
+ModMiner Quad;800;20
+Terasic DE2-115;80;unknown
+X6500 FPGA Miner;400;23.25
+ZTEX USB-FPGA Module 1.15b;90;unknown
+ZTEX USB-FPGA Module 1.15x;215;unknown
+ZTEX USB-FPGA Module 1.15y;860;unknown
+3410;0.89;0.074
+4350;8.2425;0.346
+4550;7.5150;0.289
+4650;31.33;0.653
+4670;42.083;0.646
+4730;72.29;0.657
+4770;72.29;0.904
+4830;62.035;0.5429
+4850;87.62;0.7956
+4860;67.47;0.519
+4870;96.666;0.6532
+4890;107.32;0.54
+5450;14.662;0.631
+5470;17.1;unknown
+5550;51.345;1.041
+5570;77.322;1.7496
+5650;54.6;1.37
+5670;92.898;1.3784
+5750;152.13;1.401
+5770;212.94;1.9401
+5830;300.18;1.5452
+5850;346.78;1.8195
+5870;411.67;1.9060
+5970;700.97;2.0053
+6450;32.466;1.709
+6570;92.42;1.4836
+6670;112.01;1.69
+6750;160.53;1.0702
+6770;211;unknown
+6790;219.5;1.467
+6850;240.41;1.3996
+6870;301.45;1.7264
+6930;354;unknown
+6950;366.39;1.9399
+6970;394.66;1.8507
+6990;772.28;1.9056
+7750;126.14;2.66
+7770;197.5;2.3795
+7790;319;unknown
+7850;326.33;191
+7870;423.25;unknown
+7950;544.25;unknown
+7970;681.08;3.1826
+3XXX;unknown;unknown
+42XX;unknown;unknown
+4570M;8.8099;0.2985
+4850x2;150.6;0.602
+4870x2;188.10;0.632
+5750 Vapor-X;195;1.56
+5750x2 CF;356;unknown
+5770 Hawk;182;unknown
+5770x2;425;1.8888
+5830M;120;unknown
+5830 black;310;unknown
+5830 (127$);325;1.98
+5830x2 CF;480;unknown
+5830x2;589;unknown
+5830x6;1967;1.62
+5850x2;680.66;unknown
+5850x3;1010;unknown
+5850x4;1360;1.94
+5850x6;2135;unknown
+5870M;170.85;unknown
+5870x2 (CF);864;unknown
+5870x2 (Ares);787.5;0.8386
+5870x4;1784;unknown
+5870x6;2568;2.14
+6310M;9.821;0.545
+6470M;27.55;unknown
+6480G;24.1;unknown
+6490M;20.194;0.708
+6520G;33.8;unknown
+6530D;40.5;unknown
+6550D(A8 Onboard);66.2;unknown
+6550D;67.6;unknown
+6630M;55.9;unknown
+6750M;50.739;unknown
+6770x2;470;unknown
+6870x2;600;unknown
+6870x4;1176.6;7.9774
+6930x2;700;1.75
+6950x2 CF;725.5;1.8137
+6950x3;1081;unknown
+6950x4;1316;1.513
+6970x2;769;unknown
+6970x3;1243;1.243
+6990x2;1629;1.6974
+6990x3;2094;unknown
+7870 XT;485;3.09
+7870xt;520;unknown
+7970x3;2000;2.505
+FirePro V3800;69;unknown
+FirePro V4800;79.7;unknown
+FirePro V8700;84.8;unknown
+FirePro M5800;65.35;unknown
+FirePro M5950;96.7;unknown
+FirePro V5800;141.33;unknown
+FirePro V7750;35.7;unknown
+FirePro V7800;254.85;unknown
+FirePro M7740 (M97 GL) [DELL];63;unknown
+FirePro M7820;150;unknown
+ION;1.8;0.067
+8200 mGPU;1.2;unknown
+8400 GS;1.95;0.013
+8400M GS;2;unknown
+8500GT;2.4;unknown
+8600M GT;4.365;unknown
+8600GT;5.66;unknown
+8600GT OC;7.3;unknown
+8800GT;29.279;0.2672
+8800GTS;16.8;0.109
+8800 GTS;26.1;0.124
+8800 GTX;27.5;unknown
+8800m GTX;16.3;unknown
+9300GE;1.57;unknown
+9300GS;1.69;unknown
+9300/nForce 730i;2.15;unknown
+9400GT;3.37;0.067
+9400M (MacBook);1.9;0.32
+9500M GS;3.2;unknown
+9500GT;7.05;0.135
+9600GSO;19.88;0.237
+9600GSO512;11.75;0.131
+9600GT;15.66;0.165
+9600GT Zotac;15;unknown
+9600GT OC;18.8;0.198
+9600M GS;4;unknown
+9800GT;30.36;0.289
+9800GT EE;19.7;0.263
+9800GT OC;29.5;0.283
+9800GTX;32.54;0.232
+9800GTX+;36.284;0.259
+9800GX2;42.915;0.2179
+G210;3.585;0.1175
+GT220;10.8;0.084
+GT230;15.5;0.161
+GT240;22.903;0.281
+GT240M;9.8;0.426
+GT240 OC;25.6;0.365
+GTS250;35.295;0.2435
+GTS250 OC;37;0.255
+GTX260M;22.5;unknown
+GTX260;39.955;0.21
+GTX260c216;45.933;0.248
+GTX260c216 OC;57;unknown
+GTX275;54.375;0.232
+GTX280;55.59;0.2435
+GTX285;59.075;0.262
+GTX295;109.26;0.3783
+GT 320M (MacBook Air);6.12;unknown
+320M (Mac mini 2010);7;0.35
+GT 325M;8.6633;unknown
+GT330;21.65;unknown
+GT 330M;9.385;unknown
+GT 330M (Sony Vaio Z);7.8;0.71
+GT 330M (Samsung R480);9.1;unknown
+GTS 350M (Toshiba A665-3DV);17;1.214
+GTS 350M (Toshiba A665-3DV5);20.8;unknown
+GTS 360M;25;unknown
+GTS 360M (ASUS G60jx);23.6;unknown
+GT430;20.24;0.413
+GT440;20.4;unknown
+GT530;17.9;0.358
+GT520M;8.9;unknown
+GT525M;14.6;unknown
+GT540M;16;unknown
+GT550M;17.08;unknown
+GT610M (ASUS K45V);9.371;unknown
+GT650M (rMBP);17.8;unknown
+GT650M OC;27.4;unknown
+GTS450;45.28;0.427
+GTS450 (Sparkle One);40;unknown
+GTX460SE;56.39;0.376
+GTX460;67.315;0.427
+GTX460 768MB;57.8;unknown
+GTX460 768MB (MSI Cyclone 768D5/OC);75.1;unknown
+GTX460 1GB DirectCU;80.9;unknown
+GTX460 1GB ( evga FPB );71.4;unknown
+GTX460 1GB ( evga );83.1;0.519
+GTX460 (2 cards);102;0.319
+GTX460 (2 cards) OC;127;0.374
+GTX460 1GB OC (2x MsiHawksSLI);158;0.658
+GTX465;64.41;0.322
+GTX470;101.45;0.4505
+GTX470x2;121.13;unknown
+GTX480;120.85;0.405
+GTX480 AMP!Zotac;140.1;unknown
+GTX550 Ti;45;unknown
+GTX560 Ti;80.433;0.4320
+GTX 560M;39.3;0.38
+GTX560 OC;86.7;0.51
+GTX570;145.56;0.613
+GTX580;156.6;0.642
+GTX580x2;2146;0.598
+GTX590;1157.2;unknown
+GTX670;112;1.1
+GTX680;119.10;1.2
+Quadro FX 580;5.7;0.14
+Quadro FX 770M;6.07;unknown
+Quadro FX 880M;9.6;unknown
+Quadro FX 1600M;6;0.12
+Quadro FX 1800;13.6;unknown
+Quadro FX 2000M;23;0.397
+Quadro FX 2800M;22;0.293
+Quadro FX 3000M;28.6;unknown
+Quadro FX 3600M;36;0.514
+Quadro FX 3800;33.3;unknown
+Quadro NVS 135M;1.05;0.1
+Quadro NVS 295;1.7;0.07
+Quadro NVS 3100M;3.6;0.257
+Quadro NVS 4200M;10;unknown
+Quadro 5000;67.7;0.445
+Tesla C1060;52.5;unknown
+Tesla K20;134.8;unknown
+Tesla M2050;87.15;unknown
+Tesla S1070;155.2;unknown
+Tesla S2070;749.23;unknown
+GTX280x2;102.7;unknown

hardwarelist/hardware_merged.csv

@@ -0,0 +1,293 @@
+hardware_name,Mhash/J
+3410,0.074
+4350,0.346
+4550,0.289
+4570m,0.2985
+4650,0.653
+4670,0.646
+4730,0.657
+4770,0.904
+4830,0.5429
+4850,0.7956
+4860,0.519
+4870,0.6532
+4890,0.54
+5450,0.631
+5550,1.041
+5570,1.7496
+5650,1.37
+5670,1.3784
+5750,1.401
+5770,1.9401
+5830,1.5452
+5850,1.8195
+5870,1.9060
+5970,2.0053
+6310m,0.545
+6450,1.709
+6490m,0.708
+6570,1.4836
+6670,1.69
+6750,1.0702
+6790,1.467
+6850,1.3996
+6870,1.7264
+6950,1.9399
+6970,1.8507
+6990,1.9056
+7750,2.66
+7770,2.3795
+7850,1.91
+7870 xt,3.09
+7970,3.1826
+8400 gs,0.013
+8800 gts,0.124
+8800gt,0.2672
+8800gts,0.109
+9400gt,0.067
+9400m,0.32
+9500gt,0.135
+9600gso,0.237
+9600gso512,0.131
+9600gt,0.165
+9800gt,0.289
+9800gt ee,0.263
+9800gtx,0.232
+9800gtx+,0.259
+9800gx2,0.2179
+aisen a1 pro,10454.545454545454
+antminer s1,500
+antminer s2,900
+antminer s3,1300
+antminer s3+,1282
+antminer s4,1429
+antminer s5,1957
+antminer s5+,2247
+antminer s7,4000
+antminer s9,10182
+antminer u1,800
+antminer u2+,1000
+antminer u3,1000
+antminer r4,10295.85798816568
+antminer s11,13398.692810457516
+antminer s17,22222.222222222223
+antminer s17 pro,25316.45569620253
+antminer s17+,25000.0
+antminer s17e,22222.222222222223
+antminer s19,29230.76923076923
+antminer s19 hydro,28985.50724637681
+antminer s19 pro,33846.153846153844
+antminer s19 pro hyd,33901.551426929705
+antminer s19 pro+ hyd,36363.63636363636
+antminer s19 xp,46511.62790697674
+antminer s19 xp hyd,48076.92307692308
+antminer s19j,27692.30769230769
+antminer s19j pro,33898.30508474576
+antminer s19j pro+,36363.63636363636
+antminer s19k pro,41666.66666666666
+antminer s21,56338.02816901408
+antminer s21 hyd,62500.0
+antminer s3,1306.0109289617485
+antminer s5,1957.627118644068
+antminer s7,3658.15931941222
+antminer s7-ln,3873.7446197991394
+antminer s9,10204.08163265306
+antminer s9 hydro,10416.666666666666
+antminer s9 se,12500.0
+antminer s9i,10156.25
+antminer s9j,10740.74074074074
+antminer s9k,10305.343511450385
+antminer t17,18181.81818181818
+antminer t17+,20000.0
+antminer t17e,18181.81818181818
+antminer t19,26315.78947368421
+antminer t19 hydro,28985.50724637681
+antminer t21,52631.57894736842
+antminer t9,7931.472081218273
+antminer t9+,7332.402234636872
+antminer v9,3894.8393378773126
+asicminer be blade,129
+asicminer be cube,150
+asicminer be prisma,1333
+asicminer be sapphire,130
+asicminer be tube,888
+avalon batch 1,107
+avalon batch 2,117
+avalon batch 3,117
+avalon6,3240.7
+avalon721,6000
+avalon741,6350
+avalon761,6670
+avalon821,9170
+butterflylabs (bfl) jalapeno,1250
+bfl monarch,1428
+bfl sc,166
+bfl single 'sc',250
+bi*fury,1176
+bitcoin dominator x5000,14.7
+bitfily snow panther a1,9074.074074074077
+bitfily snow panther b1,11594.202898550724
+bitfily snow panther b1+,11666.666666666668
+bitforce sha256 single,10.4
+bitfury b8,7656.25
+bitfury tardis,12698.412698412698
+bitmine.ch avalon clone 85gh,130.76
+black arrow prospero x-1,1000
+black arrow prospero x-3,1000
+blue fury,1000
+bolon miner b11,21212.12121212121
+btc garden am-v1,954
+butterflylabs mini rig,20.16
+canaan avalon made a1346,33333.333333333336
+canaan avalon made a1366,40000.0
+canaan avalon made a1446,40785.49848942598
+canaan avalon made a1466,46439.62848297214
+canaan avalonminer 1047,15546.21848739496
+canaan avalonminer 1066,15384.615384615385
+canaan avalonminer 1126 pro,19883.04093567252
+canaan avalonminer 1146 pro,19230.76923076923
+canaan avalonminer 1166 pro,23823.529411764703
+canaan avalonminer 1246,26315.78947368421
+canaan avalonminer 741,6347.826086956522
+canaan avalonminer 821,9583.333333333332
+canaan avalonminer 841,10542.635658914727
+canaan avalonminer 921,11764.70588235294
+cointerra terraminer iv,761.90
+ebang ebit e10,10909.09090909091
+ebang ebit e10d,7142.857142857142
+ebang ebit e11,15384.615384615385
+ebang ebit e11+,18181.81818181818
+ebang ebit e11++,22222.222222222223
+ebang ebit e12,17600.0
+ebang ebit e12+,20000.0
+ebang ebit e9,5849.58217270195
+ebang ebit e9+,6923.076923076923
+ebang ebit e9.2,9090.90909090909
+ebang ebit e9.3,9090.90909090909
+ebang ebit e9i,9507.042253521126
+ebit e10,11100
+ebit e9,7140
+ebit e9+,6900
+ebit e9++,10500
+g210,0.1175
+gmo miner b2,12307.692307692309
+gmo miner b3,9657.594381035997
+gt220,0.084
+gt230,0.161
+gt240,0.281
+gt240m,0.426
+gt430,0.413
+gt530,0.358
+gts 350m,1.214
+gts250,0.2435
+gts450,0.427
+gtx 560m,0.38
+gtx260,0.21
+gtx260c216,0.248
+gtx275,0.232
+gtx280,0.2435
+gtx285,0.262
+gtx295,0.3783
+gtx460,0.427
+gtx465,0.322
+gtx470,0.4505
+gtx480,0.405
+gtx560,0.51
+gtx560 ti,0.4320
+gtx570,0.613
+gtx580,0.642
+gtx670,1.1
+gtx680,1.2
+halong mining dragonmint t1,10810.810810810812
+1TH Dragon Bitcoin Miner,955
+hashbuster micro,869
+hashcoins apollo v3,1100
+hashcoins zeus v3,1500
+hashfast baby jet,909
+hashfast sierra,909
+hashfast sierra evo 3,909
+holic h22,12941.176470588236
+holic h28,13333.333333333334
+icarus,19.79
+innosilicon t2 terminator,10955.414012738853
+innosilicon t2 turbo,12121.212121212122
+innosilicon t2 turbo 26t,12380.952380952382
+innosilicon t2 turbo hf+,12692.307692307691
+innosilicon t2 turbo+ 32t,14545.454545454546
+innosilicon t3 39t,18139.534883720928
+innosilicon t3 43t,20476.19047619048
+innosilicon t3 50t,16129.032258064515
+innosilicon t3+ 52t,18571.42857142857
+innosilicon t3+ 57t,17272.727272727272
+ion,0.067
+ipollo b1l,20000.0
+klondike,160
+knc jupiter,400
+knc neptune,1429
+knc saturn,400
+kncminer mercury,400
+lancelot,15.384
+metabank,705
+microbt whatsminer m10,15384.615384615385
+microbt whatsminer m10s,15714.285714285716
+microbt whatsminer m20s,20238.09523809524
+microbt whatsminer m21,16666.666666666668
+microbt whatsminer m21s,16666.666666666668
+microbt whatsminer m3,6000.0
+microbt whatsminer m30s,26315.78947368421
+microbt whatsminer m30s+,29411.764705882357
+microbt whatsminer m30s++,32258.06451612903
+microbt whatsminer m31s,23602.48447204969
+microbt whatsminer m31s+,23809.52380952381
+microbt whatsminer m32,18518.51851851852
+microbt whatsminer m32s,19230.76923076923
+microbt whatsminer m33s++,33333.333333333336
+microbt whatsminer m36s+,29411.764705882357
+microbt whatsminer m3x,6097.5609756097565
+microbt whatsminer m50,34482.75862068965
+microbt whatsminer m50s,38461.53846153846
+microbt whatsminer m53,34482.75862068965
+microbt whatsminer m53s,38461.53846153846
+microbt whatsminer m56,34954.95495495495
+microbt whatsminer m56s,38198.1981981982
+microbt whatsminer m60,50263.00409117475
+microbt whatsminer m60s,54054.05405405406
+modminer quad,20
+nanofury / icefury,800
+nanofury nf2,740
+pantech sx6,8500.0
+pantech wx6,6800.0
+quadro 5000,0.445
+quadro fx 1600m,0.12
+quadro fx 2000m,0.397
+quadro fx 2800m,0.293
+quadro fx 3600m,0.514
+quadro fx 580,0.14
+quadro nvs 135m,0.1
+quadro nvs 295,0.07
+quadro nvs 3100m,0.257
+red/bluefury,1040
+rkminer r3-box,1000
+rkminer r4-box,1000
+rkminer rocket box,937
+rkminer t1 800g,800
+spondooliestech sp10 dawson,1120
+spondooliestech sp20 jackson,1545
+spondooliestech sp30 yukon,1500
+spondooliestech sp31 yukon,1633
+spondooliestech sp35 yukon,1506
+strongu hornbill h8,22222.222222222223
+strongu hornbill h8 pro,25000.0
+strongu stu-u8,21904.761904761905
+strongu stu-u8 pro,21428.571428571428
+terrahash dx large,140
+terrahash dx mini,140
+terrahash klondike 16,140
+terrahash klondike 64,140
+twinfury,1174
+whatsminer m2,4496.5
+whatsminer m3,6442.5
+x6500 fpga miner,23.25
+Bitmine CoinCraft A1,1666
+1 th/s coincraft miner,769
+2 th/s coincraft miner,1000

hardwarelist/paper_list.csv

@@ -0,0 +1,220 @@
+\#,Type,Hardware name,Release date,First date used,Eff. (TH/J)
+1,GPU,8800gts,Feb 2007,2011-03-08,1.09E-07
+2,GPU,8800gt,Oct 2007,2010-12-23,2.67E-07
+3,GPU,9600gt,Feb 2008,2011-06-10,1.65E-07
+4,GPU,9600gso,Apr 2008,2011-05-22,2.37E-07
+5,GPU,GTX280,Jun 2008,2011-04-25,2.43E-07
+6,GPU,9800gt,Jul 2008,2011-05-16,2.89E-07
+7,GPU,4550,Sep 2008,2012-04-19,2.89E-07
+8,GPU,9600gso512,Oct 2008,2011-05-28,1.31E-07
+9,GPU,9400m,Oct 2008,2011-06-24,3.20E-07
+10,GPU,4350,Jan 2009,2010-10-06,3.46E-07
+11,GPU,4870,Jan 2009,2011-05-21,6.53E-07
+12,GPU,GTX275,Jan 2009,2010-12-23,2.32E-07
+13,GPU,GTX285,Jan 2009,2011-03-03,2.62E-07
+14,GPU,4650,Jan 2009,2011-05-23,6.53E-07
+15,GPU,4570m,Jan 2009,2012-09-13,2.98E-07
+16,GPU,4850,Jan 2009,2011-03-02,7.96E-07
+17,GPU,Ion,Feb 2009,2011-07-06,6.70E-08
+18,GPU,4830,Mar 2009,2011-03-03,5.43E-07
+19,GPU,GTS250,Mar 2009,2014-04-21,2.43E-07
+20,GPU,4770,Apr 2009,2011-10-11,9.04E-07
+21,GPU,4890,Apr 2009,2011-05-09,5.40E-07
+22,GPU,3410,May 2009,2011-09-28,7.40E-08
+23,GPU,GTX295,Jun 2009,2011-06-04,3.78E-07
+24,GPU,4670,Jul 2009,2011-05-14,6.46E-07
+25,GPU,5870,Sep 2009,2010-10-06,1.91E-06
+26,GPU,5850,Sep 2009,2011-03-03,1.82E-06
+27,GPU,5750,Oct 2009,2011-05-16,1.40E-06
+28,GPU,GT220,Oct 2009,2011-06-02,8.40E-08
+29,GPU,G210,Oct 2009,2014-04-21,1.17E-07
+30,GPU,5770,Oct 2009,2010-10-06,1.94E-06
+31,GPU,GT230,Oct 2009,2014-06-29,1.61E-07
+32,GPU,5970,Nov 2009,2011-02-19,2.01E-06
+33,GPU,GT240,Nov 2009,2011-01-01,2.81E-07
+34,GPU,GTX260,Dec 2009,2010-10-06,2.10E-07
+35,GPU,5670,Jan 2010,2011-05-08,1.38E-06
+36,GPU,5650,Jan 2010,2011-04-15,1.37E-06
+37,GPU,5450,Jan 2010,2012-01-25,6.31E-07
+38,GPU,5830,Feb 2010,2011-05-04,1.55E-06
+39,GPU,5550,Feb 2010,2011-07-27,1.04E-06
+40,GPU,5570,Feb 2010,2011-02-28,1.75E-06
+41,GPU,GTX480,Mar 2010,2011-06-25,4.05E-07
+42,GPU,GTX470,Mar 2010,2011-05-23,4.51E-07
+43,GPU,GTX465,May 2010,2011-06-01,3.22E-07
+44,GPU,GTX460,Jul 2010,2010-09-09,4.27E-07
+45,GPU,8400 gs,Jul 2010,2012-06-04,1.30E-08
+46,GPU,GTS450,Sep 2010,2011-05-28,4.27E-07
+47,GPU,6870,Oct 2010,2011-02-22,1.73E-06
+48,GPU,GT430,Oct 2010,2013-09-06,4.13E-07
+49,GPU,6850,Oct 2010,2011-04-23,1.40E-06
+50,GPU,6310m,Nov 2010,2013-05-17,5.45E-07
+51,GPU,GTX580,Nov 2010,2011-06-07,6.42E-07
+52,GPU,GTX570,Dec 2010,2011-05-23,6.13E-07
+53,GPU,6970,Dec 2010,2011-04-20,1.85E-06
+54,GPU,6950,Dec 2010,2011-03-03,1.94E-06
+55,GPU,6750,Jan 2011,2011-05-16,1.07E-06
+56,GPU,GTX560 ti,Jan 2011,2011-05-07,4.32E-07
+57,GPU,Quadro 5000,Feb 2011,2013-12-22,4.45E-07
+58,GPU,6990,Mar 2011,2011-04-15,1.91E-06
+59,GPU,6790,Apr 2011,2012-09-21,1.47E-06
+60,GPU,6570,Apr 2011,2011-06-07,1.48E-06
+61,GPU,6670,Apr 2011,2012-08-31,1.69E-06
+62,GPU,6450,Apr 2011,2011-07-04,1.71E-06
+63,GPU,6490m,Jul 2011,2013-04-09,7.08E-07
+64,ASIC,X6500 fpga miner,Aug 2011,2011-08-30,2.32E-05
+65,ASIC,Icarus,Nov 2011,2011-12-04,1.98E-05
+66,GPU,7970,Dec 2011,2012-01-12,3.18E-06
+67,GPU,7750,Feb 2012,2012-04-05,2.66E-06
+68,GPU,7770,Feb 2012,2012-06-19,2.38E-06
+69,GPU,7850,Mar 2012,2012-05-23,1.91E-06
+70,GPU,GTX680,Mar 2012,2012-09-17,1.20E-06
+71,ASIC,Butterflylabs mini rig,May 2012,2012-05-14,2.02E-05
+72,ASIC,Bitforce sha256 single,May 2012,2012-05-09,1.04E-05
+73,GPU,GTX670,May 2012,2013-04-29,1.10E-06
+74,ASIC,Modminer quad,Jun 2012,2012-06-28,2.00E-05
+75,GPU,9400gt,Jun 2012,2013-07-14,6.70E-08
+76,GPU,7870 xt,Nov 2012,2013-05-10,3.09E-06
+77,ASIC,Avalon batch 1,Jan 2013,2013-01-13,1.07E-04
+78,ASIC,Bfl sc,Jan 2013,2013-01-29,1.66E-04
+79,ASIC,Avalon batch 2,Feb 2013,2013-02-26,1.17E-04
+80,ASIC,Lancelot,Feb 2013,2013-02-02,1.54E-05
+81,ASIC,Avalon batch 3,Mar 2013,2013-03-25,1.17E-04
+82,ASIC,Bfl single 'sc',Apr 2013,2013-04-05,2.50E-04
+83,ASIC,Butterflylabs (bfl) jalapeno,Apr 2013,2013-01-16,1.25E-03
+84,ASIC,Knc jupiter,May 2013,2013-05-27,4.00E-04
+85,ASIC,Klondike,May 2013,2013-05-10,1.60E-04
+86,ASIC,Terrahash klondike 64,May 2013,2013-05-30,1.40E-04
+87,ASIC,Asicminer be blade,May 2013,2013-05-15,1.29E-04
+88,ASIC,Terrahash klondike 16,May 2013,2013-05-28,1.40E-04
+89,ASIC,Terrahash dx large,Jun 2013,2013-06-18,1.40E-04
+90,ASIC,Knc saturn,Jun 2013,2013-06-05,4.00E-04
+91,ASIC,Metabank,Jun 2013,2013-06-12,7.05E-04
+92,ASIC,Bitmine.ch avalon clone 85gh,Jul 2013,2013-07-11,1.31E-04
+93,ASIC,Hashfast baby jet,Aug 2013,2013-08-04,9.09E-04
+94,ASIC,Kncminer mercury,Aug 2013,2013-08-03,4.00E-04
+95,ASIC,Cointerra terraminer iv,Sep 2013,2013-09-03,7.62E-04
+96,ASIC,Blue fury,Sep 2013,2013-09-24,1.00E-03
+97,ASIC,Red/bluefury,Sep 2013,2013-09-19,1.04E-03
+98,ASIC,Hashfast sierra,Sep 2013,2013-09-22,9.09E-04
+99,ASIC,Nanofury / icefury,Oct 2013,2013-10-27,8.00E-04
+100,ASIC,Antminer s1,Oct 2013,2013-11-26,5.00E-04
+101,ASIC,Knc neptune,Nov 2013,2013-11-27,1.43E-03
+102,ASIC,Bi*fury,Nov 2013,2013-11-25,1.18E-03
+103,ASIC,Black arrow prospero x-1,Nov 2013,2013-11-28,1.00E-03
+104,ASIC,Asicminer be cube,Nov 2013,2013-11-09,1.50E-04
+105,ASIC,Black arrow prospero x-3,Nov 2013,2013-11-19,1.00E-03
+106,ASIC,2 th/s coincraft miner,Nov 2013,2013-11-18,1.00E-03
+107,ASIC,Bfl monarch,Dec 2013,2013-12-21,1.43E-03
+108,ASIC,Twinfury,Dec 2013,2013-12-23,1.17E-03
+109,ASIC,1 th/s coincraft miner,Dec 2013,2013-12-17,7.69E-04
+110,ASIC,Antminer u1,Dec 2013,2013-12-26,8.00E-04
+111,ASIC,1th dragon bitcoin miner,Mar 2014,2014-03-06,9.55E-04
+112,ASIC,Nanofury nf2,Mar 2014,2014-03-25,7.40E-04
+113,ASIC,Antminer u2+,Mar 2014,2014-03-03,1.00E-03
+114,ASIC,Antminer s2,Mar 2014,2014-03-23,9.00E-04
+115,ASIC,Spondooliestech sp30 yukon,Apr 2014,2014-04-18,1.50E-03
+116,ASIC,Spondooliestech sp10 dawson,Apr 2014,2014-04-18,1.12E-03
+117,ASIC,Rkminer r4-box,Jun 2014,2014-06-18,1.00E-03
+118,ASIC,Antminer u3,Jun 2014,2014-06-12,1.00E-03
+119,ASIC,Hashcoins apollo v3,Jul 2014,2014-07-07,1.10E-03
+120,ASIC,Rkminer r3-box,Jul 2014,2014-07-11,1.00E-03
+121,ASIC,Antminer s3,Jul 2014,2014-07-07,1.30E-03
+122,ASIC,Btc garden am-v1,Jul 2014,2014-07-10,9.54E-04
+123,ASIC,Antminer s3+,Aug 2014,2014-08-18,1.28E-03
+124,ASIC,Rkminer rocket box,Aug 2014,2014-08-12,9.37E-04
+125,ASIC,Rkminer t1 800g,Sep 2014,2014-09-01,8.00E-04
+126,ASIC,Asicminer be prisma,Sep 2014,2014-09-29,1.33E-03
+127,ASIC,Antminer s4,Oct 2014,2014-10-02,1.43E-03
+128,ASIC,Asicminer be tube,Oct 2014,2013-05-19,8.88E-04
+129,ASIC,Spondooliestech sp31 yukon,Nov 2014,2014-11-17,1.63E-03
+130,ASIC,Spondooliestech sp20 jackson,Nov 2014,2014-11-10,1.54E-03
+131,ASIC,Spondooliestech sp35 yukon,Dec 2014,2014-12-08,1.51E-03
+132,ASIC,Antminer s5,Dec 2014,2014-12-23,1.96E-03
+133,ASIC,Antminer s5+,Aug 2015,2015-08-18,2.25E-03
+134,ASIC,Antminer s7,Sep 2015,2015-09-05,4.00E-03
+135,ASIC,Avalon6,Nov 2015,2015-11-12,3.24E-03
+136,ASIC,Antminer s7-ln,Jun 2016,2016-06-09,3.87E-03
+137,ASIC,Avalon721,Jan 2017,2017-01-20,6.00E-03
+138,ASIC,Antminer r4,Feb 2017,2017-02-02,1.03E-02
+139,ASIC,Avalon741,Feb 2017,2017-02-09,6.35E-03
+140,ASIC,Canaan avalonminer 741,Apr 2017,2017-10-19,6.35E-03
+141,ASIC,Ebit e9,Jul 2017,2017-07-20,7.14E-03
+142,ASIC,Antminer t9,Aug 2017,2017-08-25,7.93E-03
+143,ASIC,Pantech sx6,Sep 2017,2017-10-29,8.50E-03
+144,ASIC,Whatsminer m2,Oct 2017,2017-10-01,4.50E-03
+145,ASIC,Ebit e9+,Oct 2017,2017-10-08,6.90E-03
+146,ASIC,Antminer s9,Nov 2017,2017-11-01,1.02E-02
+147,ASIC,Bitfury b8,Dec 2017,2018-11-03,7.66E-03
+148,ASIC,Microbt whatsminer m3,Jan 2018,2018-01-07,6.00E-03
+149,ASIC,Bitfily snow panther a1,Jan 2018,2020-04-22,9.07E-03
+150,ASIC,Ebang ebit e9+,Jan 2018,2018-01-14,6.92E-03
+151,ASIC,Antminer t9+,Jan 2018,2018-02-09,7.33E-03
+152,ASIC,Ebit e10,Feb 2018,2018-02-20,1.11E-02
+153,ASIC,Ebang ebit e10,Feb 2018,2019-05-11,1.09E-02
+154,ASIC,Ebit e9++,Feb 2018,2018-02-20,1.05E-02
+155,ASIC,Canaan avalonminer 821,Feb 2018,2018-02-21,9.58E-03
+156,ASIC,Microbt whatsminer m3x,Mar 2018,2019-01-27,6.10E-03
+157,ASIC,Antminer v9,Mar 2018,2018-04-25,3.89E-03
+158,ASIC,Avalon821,Mar 2018,2018-03-17,9.17E-03
+159,ASIC,Halong mining dragonmint t1,Apr 2018,2018-04-24,1.08E-02
+160,ASIC,Canaan avalonminer 841,Apr 2018,2018-04-04,1.05E-02
+161,ASIC,Ebang ebit e9.3,May 2018,2020-02-27,9.09E-03
+162,ASIC,Antminer s9i,May 2018,2018-06-02,1.02E-02
+163,ASIC,Ebang ebit e9.2,May 2018,2022-07-14,9.09E-03
+164,ASIC,Innosilicon t2 terminator,May 2018,2021-08-21,1.10E-02
+165,ASIC,Bitfily snow panther b1+,Aug 2018,2018-10-16,1.17E-02
+166,ASIC,Antminer s9j,Aug 2018,2018-09-14,1.07E-02
+167,ASIC,Innosilicon t2 turbo,Aug 2018,2018-08-07,1.21E-02
+168,ASIC,Antminer s9 hydro,Aug 2018,2019-12-08,1.04E-02
+169,ASIC,Microbt whatsminer m10,Sep 2018,2018-09-26,1.54E-02
+170,ASIC,Microbt whatsminer m10s,Sep 2018,2019-02-21,1.57E-02
+171,ASIC,Canaan avalonminer 921,Sep 2018,2019-04-18,1.18E-02
+172,ASIC,Innosilicon t2 turbo+ 32t,Sep 2018,2019-05-12,1.45E-02
+173,ASIC,Antminer s11,Nov 2018,2019-03-10,1.34E-02
+174,ASIC,Innosilicon t3 39t,Mar 2019,2019-09-07,1.81E-02
+175,ASIC,Antminer s17 pro,Apr 2019,2019-08-02,2.53E-02
+176,ASIC,Antminer s17,Apr 2019,2019-05-15,2.22E-02
+177,ASIC,Innosilicon t3+ 52t,May 2019,2021-02-11,1.86E-02
+178,ASIC,Antminer t17,May 2019,2019-06-09,1.82E-02
+179,ASIC,Whatsminer m3,Jun 2019,2019-06-09,6.44E-03
+180,ASIC,Microbt whatsminer m21s,Jun 2019,2019-08-02,1.67E-02
+181,ASIC,Antminer s9 se,Jul 2019,2019-10-05,1.25E-02
+182,ASIC,Innosilicon t3 50t,Jul 2019,2019-09-17,1.61E-02
+183,ASIC,Microbt whatsminer m21,Aug 2019,2020-06-30,1.67E-02
+184,ASIC,Antminer s9k,Aug 2019,2019-09-09,1.03E-02
+185,ASIC,Microbt whatsminer m20s,Aug 2019,2019-08-02,2.02E-02
+186,ASIC,Innosilicon t3+ 57t,Sep 2019,2019-10-11,1.73E-02
+187,ASIC,Canaan avalonminer 1047,Sep 2019,2019-09-12,1.55E-02
+188,ASIC,Canaan avalonminer 1066,Sep 2019,2020-06-27,1.54E-02
+189,ASIC,Ebang ebit e12,Sep 2019,2019-11-21,1.76E-02
+190,ASIC,Antminer t17e,Nov 2019,2019-11-15,1.82E-02
+191,ASIC,Antminer s17e,Nov 2019,2019-11-15,2.22E-02
+192,ASIC,Antminer s17+,Dec 2019,2020-01-27,2.50E-02
+193,ASIC,Antminer t17+,Dec 2019,2020-02-17,2.00E-02
+194,ASIC,Microbt whatsminer m30s,Apr 2020,2021-11-17,2.63E-02
+195,ASIC,Microbt whatsminer m31s,Apr 2020,2021-08-30,2.36E-02
+196,ASIC,Antminer s19,May 2020,2020-11-18,2.92E-02
+197,ASIC,Antminer s19 pro,May 2020,2020-07-17,3.38E-02
+198,ASIC,Microbt whatsminer m32,Jul 2020,2021-03-06,1.85E-02
+199,ASIC,Canaan avalonminer 1166 pro,Aug 2020,2021-05-06,2.38E-02
+200,ASIC,Microbt whatsminer m30s+,Oct 2020,2023-02-11,2.94E-02
+201,ASIC,Microbt whatsminer m30s++,Oct 2020,2023-05-01,3.23E-02
+202,ASIC,Microbt whatsminer m32s,Nov 2020,2021-11-24,1.92E-02
+203,ASIC,Microbt whatsminer m31s+,Dec 2020,2022-05-20,2.38E-02
+204,ASIC,Canaan avalonminer 1246,Jan 2021,2021-03-11,2.63E-02
+205,ASIC,Aisen a1 pro,May 2021,2021-05-04,1.05E-02
+206,ASIC,Antminer s19j,Jun 2021,2021-08-17,2.77E-02
+207,ASIC,Innosilicon t2 turbo 26t,Jul 2021,2022-07-22,1.24E-02
+208,ASIC,Innosilicon t2 turbo hf+,Jul 2021,2022-01-16,1.27E-02
+209,ASIC,Antminer s19j pro,Aug 2021,2021-08-01,3.39E-02
+210,ASIC,Bolon miner b11,Aug 2021,2022-04-06,2.12E-02
+211,ASIC,Antminer t19,Aug 2021,2021-12-02,2.63E-02
+212,ASIC,Canaan avalonminer 1126 pro,Aug 2021,2021-11-05,1.99E-02
+213,ASIC,Ebang ebit e10d,Sep 2021,2021-12-03,7.14E-03
+214,ASIC,Ipollo b1l,Mar 2022,2023-03-30,2.00E-02
+215,ASIC,Microbt whatsminer m50,Jul 2022,2023-03-31,3.45E-02
+216,ASIC,Antminer s19 xp,Jul 2022,2023-03-06,4.65E-02
+217,ASIC,Microbt whatsminer m50s,Jul 2022,2023-12-17,3.85E-02
+218,ASIC,Antminer s19j pro+,Dec 2022,2023-08-07,3.64E-02
+219,ASIC,Antminer s19k pro,Apr 2023,2023-10-21,4.17E-02

hardwarelist/pmaxv1/add_missing_hardware.ipynb

@@ -0,0 +1,77 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "from datetime import datetime"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "max_efficiency = pd.read_csv('Bitcoin max updated.csv') # rows are Date,Hardware (TH/J),Hardware with Archaicity (TH/J)\n",
+    "max_efficiency"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "\n",
+    "# loop through rows\n",
+    "for i in range(len(max_efficiency)):\n",
+    "    # get the date\n",
+    "    date = max_efficiency.iloc[i]['Date']\n",
+    "\n",
+    "    date_format = \"%Y-%m-%d\"\n",
+    "    updates = [\n",
+    "        (\"2012-11-19\", 0.00025), # BFL\n",
+    "        (\"2013-01-16\", \t1250/1000000), # jalapeno\n",
+    "        (\"2013-06-22\", 0.0004), # KNC\n",
+    "        (\"2013-09-18\", \t0.000909), #hashfast\n",
+    "        (\"2013-11-26\", \t0.001429), # KNC neptune\n",
+    "        (\"2017-11-01\", \t0.01021), # antminer s9\n",
+    "        (\"2018-09-20\", \t15384/1000000), # microbt whatsminer m10 https://bitcointalk.org/index.php?topic=5033998.0\n",
+    "        (\"2018-08-07\", \t12121/1000000), # innosilicon t2 turbo\n",
+    "    ]\n",
+    "    for (update_date, update_value) in updates:\n",
+    "        if datetime.strptime(date, date_format) > datetime.strptime(update_date, date_format):\n",
+    "            max_efficiency.loc[i, 'Hardware (TH/J)'] = max(max_efficiency.loc[i, 'Hardware (TH/J)'], update_value)\n",
+    "\n",
+    "max_efficiency.to_csv('pmaxv1.csv', index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py310",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}