Highlights•Described kilovoltage computed tomography (kVCT) on a novel biology-guided radiotherapy linac.•Characterized imaging performance of the on-board kVCT based upon national standard.•Compared image quality of the on-board kVCT to CT simulator on phantom and patients.•kVCT system on biology-guided linac can potentially improve soft tissue image guidance accuracy.