Name: GPU Performance And Hashrate Dataset - Crypto
Creator: Kaggle
License: https://creativecommons.org/licenses/by-sa/4.0/

About this Dataset

GPU Performance And Hashrate Dataset - Crypto

Dataset Description

This dataset provides detailed metrics on the performance and power consumption of various GPUs when running different cryptocurrency mining algorithms. It includes information about hash rates, power usage, and other technical specifications for multiple GPUs. The data was scraped from the Hashrate.no GPU Calculator.

Features Overview

The dataset has 111 columns, providing extensive insights into GPU performance. Key features include:

GPU Name: The name/model of the GPU (e.g., 4090, 4080S).
Algorithm Performance: Metrics like hash rates (e.g., Mh/s, Gh/s) for different algorithms, including:
- AbelHash
- Autolykos2
- SHA512256d
- zkSNARK
Power Consumption: Power usage in watts for each algorithm.
Economic Metrics:
- kwh ($/kWh): Cost of electricity.
Algorithm-Specific Metrics: Data for specific GPUs across various mining algorithms.

Use Cases

This dataset is useful for:

Comparing GPU efficiency and profitability in cryptocurrency mining.
Analyzing power consumption for various algorithms.
Building predictive models for mining profitability.
Optimizing hardware selection for miners.

Example Data

Here’s a preview of the dataset:

Name	AbelHashPower	AbelHash (Mh/s)	zkSNARKPower (Watt)	zkSNARK (Mproof/s)
4090	249.0	124.70	310.0	1.43
4080S	168.0	87.95	219.0	0.92
4070TI	108.0	64.54	141.0	0.64

File Details

Rows: Number of GPUs.
Columns: 111.
Source: Scraped from Hashrate.no GPU Calculator.

Tables

Data

@kaggle.anthonytherrien_gpu_performance_and_hashrate_dataset_crypto.data

105.04 kB
88 rows
111 columns

CREATE TABLE data (
  "name" VARCHAR,
  "abelhashpower" DOUBLE,
  "abelhash_mh_s" DOUBLE  -- AbelHash (Mh/s),
  "autolykos2_pyrinhash_2_gh_s" DOUBLE  -- Autolykos2+PyrinHash-2 (Gh/s),
  "autolykos2_pyrinhashpower_watt" DOUBLE  -- Autolykos2+PyrinHashPower (Watt),
  "autolykos2_pyrinhash_mh_s" DOUBLE  -- Autolykos2+PyrinHash (Mh/s),
  "autolykos2_sha512256d_2_mh_s" DOUBLE  -- Autolykos2+SHA512256d-2 (Mh/s),
  "autolykos2_sha512256dpower_watt" DOUBLE  -- Autolykos2+SHA512256dPower (Watt),
  "autolykos2_sha512256d_mh_s" DOUBLE  -- Autolykos2+SHA512256d (Mh/s),
  "autolykos2power_watt" DOUBLE  -- Autolykos2Power (Watt),
  "autolykos2_mh_s" DOUBLE  -- Autolykos2 (Mh/s),
  "beampower_watt" DOUBLE  -- BEAMPower (Watt),
  "beam_sol_s" DOUBLE  -- BEAM (Sol/s),
  "cryptonightgpupower_watt" DOUBLE  -- CryptoNightGPUPower (Watt),
  "cryptonightgpu_h_s" DOUBLE  -- CryptoNightGPU (H/s),
  "cuckatoo31power_watt" DOUBLE  -- Cuckatoo31Power (Watt),
  "cuckatoo31_gp_s" DOUBLE  -- Cuckatoo31 (Gp/s),
  "cuckatoo32power_watt" DOUBLE  -- Cuckatoo32Power (Watt),
  "cuckatoo32_gp_s" DOUBLE  -- Cuckatoo32 (Gp/s),
  "cuckoocortexpower_watt" DOUBLE  -- CuckooCortexPower (Watt),
  "cuckoocortex_gp_s" DOUBLE  -- CuckooCortex (Gp/s),
  "cuckoocyclepower_watt" DOUBLE  -- CuckoocyclePower (Watt),
  "cuckoocycle_gp_s" DOUBLE  -- Cuckoocycle (Gp/s),
  "curvehashpower_watt" DOUBLE  -- CurvehashPower (Watt),
  "curvehash_mh_s" DOUBLE  -- Curvehash (Mh/s),
  "dynexsolvepower_watt" DOUBLE  -- DynexSolvePower (Watt),
  "dynexsolve_h_s" DOUBLE  -- DynexSolve (H/s),
  "etchash_sha512256d_2_mh_s" DOUBLE  -- Etchash+SHA512256d-2 (Mh/s),
  "etchash_sha512256dpower_watt" DOUBLE  -- Etchash+SHA512256dPower (Watt),
  "etchash_sha512256d_mh_s" DOUBLE  -- Etchash+SHA512256d (Mh/s),
  "etchashpower_watt" DOUBLE  -- EtchashPower (Watt),
  "etchash_mh_s" DOUBLE  -- Etchash (Mh/s),
  "ethash_kawpow_2_mh_s" DOUBLE  -- Ethash+Kawpow-2 (Mh/s),
  "ethash_kawpowpower_watt" DOUBLE  -- Ethash+KawpowPower (Watt),
  "ethash_kawpow_mh_s" DOUBLE  -- Ethash+Kawpow (Mh/s),
  "ethashpower_watt" DOUBLE  -- EthashPower (Watt),
  "ethash_mh_s" DOUBLE  -- Ethash (Mh/s),
  "evrprogpowpower_watt" DOUBLE  -- EvrProgPowPower (Watt),
  "evrprogpow_mh_s" DOUBLE  -- EvrProgPow (Mh/s),
  "firopowpower_watt" DOUBLE  -- FiroPowPower (Watt),
  "firopow_mh_s" DOUBLE  -- FiroPow (Mh/s),
  "fishhash_pyrinhash_2_gh_s" DOUBLE  -- FishHash+PyrinHash-2 (Gh/s),
  "fishhash_pyrinhashpower_watt" DOUBLE  -- FishHash+PyrinHashPower (Watt),
  "fishhash_pyrinhash_mh_s" DOUBLE  -- FishHash+PyrinHash (Mh/s),
  "fishhashpower_watt" DOUBLE  -- FishHashPower (Watt),
  "fishhash_mh_s" DOUBLE  -- FishHash (Mh/s),
  "ghostriderpower_watt" DOUBLE  -- GhostriderPower (Watt),
  "ghostrider_h_s" DOUBLE  -- Ghostrider (H/s),
  "hoohashpower_watt" DOUBLE  -- HooHashPower (Watt),
  "hoohash_mh_s" DOUBLE  -- HooHash (Mh/s),
  "kawpowpower_watt" DOUBLE  -- KawpowPower (Watt),
  "kawpow_mh_s" DOUBLE  -- Kawpow (Mh/s),
  "meowpowpower_watt" DOUBLE  -- MeowPoWPower (Watt),
  "meowpow_mh_s" DOUBLE  -- MeowPoW (Mh/s),
  "merakipower_watt" DOUBLE  -- MerakiPower (Watt),
  "meraki_mh_s" DOUBLE  -- Meraki (Mh/s),
  "nexapowpower_watt" DOUBLE  -- NexapowPower (Watt),
  "nexapow_mh_s" DOUBLE  -- Nexapow (Mh/s),
  "octopus_pyrinhash_2_gh_s" DOUBLE  -- Octopus+PyrinHash-2 (Gh/s),
  "octopus_pyrinhashpower_watt" DOUBLE  -- Octopus+PyrinHashPower (Watt),
  "octopus_pyrinhash_mh_s" DOUBLE  -- Octopus+PyrinHash (Mh/s),
  "octopus_sha512256d_2_mh_s" DOUBLE  -- Octopus+SHA512256d-2 (Mh/s),
  "octopus_sha512256dpower_watt" DOUBLE  -- Octopus+SHA512256dPower (Watt),
  "octopus_sha512256d_mh_s" DOUBLE  -- Octopus+SHA512256d (Mh/s),
  "octopuspower_watt" DOUBLE  -- OctopusPower (Watt),
  "octopus_mh_s" DOUBLE  -- Octopus (Mh/s),
  "progpowzpower_watt" DOUBLE  -- ProgPowZPower (Watt),
  "progpowz_mh_s" DOUBLE  -- ProgPowZ (Mh/s),
  "pyrinhashpower_watt" DOUBLE  -- PyrinHashPower (Watt),
  "pyrinhash_gh_s" DOUBLE  -- PyrinHash (Gh/s),
  "sha512256dpower_watt" DOUBLE  -- SHA512256dPower (Watt),
  "sha512256d_mh_s" DOUBLE  -- SHA512256d (Mh/s),
  "skydogepower_watt" DOUBLE  -- SkydogePower (Watt),
  "skydoge_mh_s" DOUBLE  -- Skydoge (Mh/s),
  "verthashpower_watt" DOUBLE  -- VerthashPower (Watt),
  "verthash_kh_s" DOUBLE  -- Verthash (Kh/s),
  "warthogpower_watt" DOUBLE  -- WarthogPower (Watt),
  "warthog_mh_s" DOUBLE  -- Warthog (Mh/s),
  "x16rtpower_watt" DOUBLE  -- X16RTPower (Watt),
  "x16rt_mh_s" DOUBLE  -- X16RT (Mh/s),
  "xelishashv2power_watt" DOUBLE  -- XelisHashv2Power (Watt),
  "xelishashv2_kh_s" DOUBLE  -- XelisHashv2 (Kh/s),
  "zelhashpower_watt" DOUBLE  -- ZelHashPower (Watt),
  "zelhash_sol_s" DOUBLE  -- ZelHash (Sol/s),
  "zhashpower_watt" DOUBLE  -- ZhashPower (Watt),
  "zhash_sol_s" DOUBLE  -- Zhash (Sol/s),
  "a2000_a2000" BIGINT  -- A2000 (A2000),
  "a380_a380" BIGINT  -- A380 (A380),
  "a4000_a4000" BIGINT  -- A4000 (A4000),
  "a5000_a5000" BIGINT  -- A5000 (A5000),
  "a750_a750" BIGINT  -- A750 (A750),
  "a770_a770" BIGINT  -- A770 (A770),
  "b580_b580" BIGINT  -- B580 (B580),
  "bc160_bc160" BIGINT  -- Bc160 (BC160),
  "bc250_bc250" BIGINT  -- Bc250 (BC250),
  "cmp100210_cmp100210" BIGINT  -- Cmp100210 (CMP100210),
  "cmp170_cmp170" BIGINT  -- Cmp170 (CMP170),
  "cmp30_cmp30" BIGINT  -- Cmp30 (CMP30),
  "cmp40_cmp40" BIGINT  -- Cmp40 (CMP40),
  "cmp50_cmp50" BIGINT  -- Cmp50 (CMP50)
);