Methodology

Facts

Every field (license, commercial use, parameters, memory, streaming, cloning, languages) comes from the model's Hugging Face card, its GitHub README, or its LICENSE file, and links to that source. If the source doesn't say, we show Unknown instead of guessing. Release date is the Hugging Face repo creation date unless noted.

Commercial use is Yes when the license permits it (attribution may still be required, e.g. CC-BY-4.0), No for non-commercial licenses, and Conditional when it depends on revenue caps, copyleft (GPL) terms, or contacting the vendor. This is not legal advice. Read the license.

Benchmarks

The harness is open source (bench/run.py) so anyone can reproduce a number.

New open speech models, tested. Weekly.

One email when a model ships: license, memory, and real speed on a Mac, a gaming GPU and a cloud GPU.