License
Free to use, share and adapt, including commercially, with credit to this site under CC BY 4.0
Intelligence scores are Epoch Capabilities Index (ECI) by Epoch AI, also CC BY 4.0: credit Epoch AI too when you use them. epoch.ai/benchmarks
Open data
Everything this site computes, free to reuse: every open model and device in our catalog, and the estimated grade, speed and memory of each model on each device.
Files
| File | What it holds | Rows | Download |
|---|---|---|---|
| models | Each open model: specs, license, intelligence score and rank, memory at Q4_K_M with an 8K context, and the GGUF repo and quants we link. | 74 | JSONCSV |
| devices | Each GPU, Mac and platform: memory and its options, bandwidth, backend and release year. | 194 | JSONCSV |
| estimates | Every model on every device at its base memory, Q4_K_M and an 8K context: grade, fit, memory and tokens per second. | 14,356 | CSV |
Fields
models
id · name · lab · released · architecture · params_b · active_params_b · context_tokens · license · commercial_use · eci · eci_rank · memory_gb_q4_k_m_8k · gguf_repo · gguf_quants · hugging_face
devices
id · name · family · kind · memory_gb · memory_options_gb · bandwidth_gbs · backend · laptop · year
estimates
device_id · model_id · grade · fit · memory_gb · tokens_per_second
Specs come from each maker’s published pages and Hugging Face, with the source of every number kept in our data. Grades and speeds are estimates from the engine described in How we grade
How to cite
Local Analysis (2026). Local AI model and device estimates. https://localanalysis.ai/open-data/ (CC BY 4.0)
Data as of 2026-10-08.