Humanoid launches QUELLE IA, the AI model ranking that shows its workings
ChatGPT, Claude, Gemini, Mistral… Which AI should you choose, in which tool and with which subscription? With QUELLE IA, the Humanoid group is launching an independent ranking, updated every week, where every score is explained and every figure links back to its source.

“What’s the best AI?” The question keeps coming up, and the answer changes almost every week. Rankings exist, but they are scattered, written in English, and often impenetrable for anyone who has not spent their evenings poring over benchmarks. QUELLE IA brings them together and turns them into a clear answer.
One score, a margin of error, and ties where they are due
QUELLE IA does not run any in-house tests. The site aggregates the leading public benchmarks: seven sources, 98 benchmarks and more than 12,000 measurements, to rank more than 250 language models. Each receives a single score, along with its margin of error. And when two models are too close to separate, the site says so: they are tied. A rare bit of honesty in a sector that loves to crown a new winner every week.
The overall ranking is broken down by use case: writing, coding, reasoning, working in French, answering everyday questions, running agents… Image and video generation models have their own rankings too. And for those who want an answer without reading everything, the “Find my model” journey takes just four questions.
A model is never used on its own. QUELLE IA therefore also answers the two other questions that matter: in which tool (around fifty profiles, from Cursor to Claude Code via Codex, with their prices and supported models) and with which subscription (the plans for ChatGPT, Claude, Gemini and other assistants sold in France, with their monthly price).
An entire section is devoted to local AI. For more than 60 machines, from gaming PC graphics cards to the Mac Studio, the site shows the best open model that will run on it, with current prices. So you know what your computer is really capable of before you splash out.

Independent, free, ad-free
Designed and run by Ulrich Rozier, co-founder and CEO of Humanoid, QUELLE IA carries no advertising or partnerships in its rankings. The latest AI articles from Numerama, Frandroid and Clubic are featured, but play no part in calculating the scores. An iPhone and Android app is already available in beta: free, no account needed and ad-free.
Discover it at quelleia.com!


