Choose an access path
Compare provider routes, stated allowances, data terms and the date each source was checked.
Compare offers →Free AI for real work / an independent field guide
Compare access routes and usage limits, then follow a setup guide. FreeBench reports provider terms separately from results measured on a named model, route, harness and workload.
A practical path through the atlas
Check the offer before adding it to a project. Use a guide to confirm the route and billing controls. Read a benchmark only when its evidence names the setup you plan to run.
Compare provider routes, stated allowances, data terms and the date each source was checked.
Compare offers →Follow source-based steps. Confirm the exact free model and disable automatic paid fallback when your client supports it.
Read setup guides →A result applies to one model, route, harness version and coding task. Other combinations stay unmeasured.
See evaluation status →Two records / two different questions
01 / Provider-reported
The offer register shows the provider's access route, stated allowance, practical checks and source date.
02 / Measured evidence
A report applies to the exact model, route, harness version and workload named in its evidence. Other setups remain unmeasured.