| --- |
| license: cc-by-4.0 |
| pretty_name: GPU Cloud Prices |
| task_categories: |
| - tabular-regression |
| tags: |
| - gpu |
| - cloud |
| - pricing |
| - h100 |
| - b200 |
| - h200 |
| - a100 |
| - tabular |
| language: |
| - en |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: gpu_prices |
| data_files: gpu_prices.csv |
| - config_name: gpu_price_history |
| data_files: gpu_price_history.csv |
| - config_name: gpu_price_rows_daily |
| data_files: gpu_price_rows_daily.csv |
| - config_name: api_prices |
| data_files: api_prices.csv |
| - config_name: lead_times |
| data_files: lead_times.csv |
| - config_name: models |
| data_files: models.csv |
| --- |
| |
| # GPU Cloud Prices (H100, H200, B200 and more) |
|
|
|  |
|
|
| Public on-demand, spot and listed GPU rental prices from 25 cloud providers (H100, H200, B200, B300, GB200, GB300, A100, L40S, MI300X, MI355X), normalized to USD per GPU-hour. Every row links to the provider page it came from and records the date it was read. |
|
|
| - Live tables, calculators and provider comparisons: https://hundredthrun-compute-desk.pages.dev |
| - Open data docs on the desk: https://hundredthrun-compute-desk.pages.dev/open-data |
| - Source repo: https://github.com/hundredthrun/gpu-cloud-prices |
| - JSON API: https://hundredthrun-compute-desk.pages.dev/api/v1/prices.json |
| - Kaggle mirror: https://www.kaggle.com/datasets/hundredthrun/gpu-cloud-rental-prices |
| - Browse the cheapest price per GPU (Hugging Face Space): https://huggingface.co/spaces/hundredthrun/gpu-cloud-prices |
| - Starter notebook (pandas, charts, price changes): https://github.com/hundredthrun/gpu-cloud-prices/blob/main/notebooks/gpu-cloud-prices-starter.ipynb |
|
|
| ## Files |
|
|
| | File | What it holds | |
| | --- | --- | |
| | `gpu_prices.csv` | One row per provider, GPU and price type, with `source_url`, `date_checked`, `fetch_method` and `confidence`. | |
| | `gpu_price_history.csv` | Min, median and max price per GPU per daily snapshot (starts 2026-11-04). | |
| | `gpu_price_rows_daily.csv` | Every provider row as it stood on each snapshot date, so you can track individual price changes. | |
| | `api_prices.csv` | Sourced LLM API prices (USD per 1M input and output tokens) for open models, used by the desk's self-host vs API calculator. | |
| | `lead_times.csv` | Availability and lead-time notes as stated by providers. | |
| | `models.csv` | Open model parameter counts used by the desk's GPU memory calculator, with sources. | |
|
|
| Load a config with: |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("hundredthrun/gpu-cloud-prices", "gpu_prices") |
| print(ds["train"][0]) |
| ``` |
|
|
| ## Columns (gpu_prices.csv) |
| |
| - `provider`, `gpu`, `variant`, `gpus_per_unit` |
| - `price_usd_per_gpu_hr`, `price_type` (on_demand / spot / preemptible / reserved), `term`, `region`, `billing_unit` |
| - `price_as_listed`, `derivation`, `availability_note`, `lead_time_class` |
| - `source_url`, `date_checked`, `fetch_method`, `confidence`, `notes` |
|
|
| ## Method |
|
|
| Prices are read from each provider's public pricing page or official price API. Multi-GPU node prices are divided by GPU count; the original wording is kept in `price_as_listed`. Confidence is high for API or itemized prices, medium for "starting at" prices, low otherwise. Unpublished values stay blank. Nothing is estimated. |
|
|
| ## Limitations |
|
|
| Public list prices only. Negotiated, reserved and committed-use prices are often lower. Check `date_checked` and the source before you buy. |
|
|
| ## Updates |
|
|
| Prices are re-checked daily. Dataset versions are pushed on the Tuesday refresh (and on demand). Price history charts: https://hundredthrun-compute-desk.pages.dev/history/ |
|
|
| Card last rebuilt: 2026-11-09. |
|
|
| ## License |
|
|
| CC BY 4.0. Credit "Hundredth Run compute desk" with a link to https://hundredthrun-compute-desk.pages.dev |
|
|
