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:

File Details

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