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Compar:IA is a conversational AI comparison tool (a "chatbot arena") developed within the French Ministry of Culture, with a dual mission:

  • Raise awareness about model diversity, cultural and linguistic biases, and the environmental impact of conversational AIs.
  • Create and publish open datasets of prompts and user preferences to observe usage and improve French-language conversational AIs.

It is developed by a State startup team incubated by the Atelier numérique and AllIAnce, within the beta.gouv.fr program of the Interministerial Digital Directorate (DINUM), which helps public administrations build useful, simple, user-friendly digital services.

✨ Try compar:IA 📧 Contact us 💻 Code repository

The data collected through compar:IA is published as a single open dataset:

💬 comparia-fr-arena
French-language conversations and human preferences from the arena: the two anonymous models' answers to each prompt, the user's per-turn preference, full conversations, and rich metadata (themes, languages, tokens, latency, estimated energy use).
675K+
paired responses
~208K
human preferences
115+
models compared
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