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by jboss10 8 days ago
I think this is one of the easiest to understand.

https://arena.ai/leaderboard/text/pareto

1 comments

That’s a good visualization, although I am a bit mistrustful of Arena’s scores. It does get around the fact that models are getting trained for the benchmarks, but the methodology of letting random people compare outputs side-by-side is a very shallow judgement method in my opinion.

EDIT: Indeed looking at the overall rankings for text again, the list is rather strange, a lot more about writing style than intelligence.

They supposedly have a style control system, but I doubt it's perfect. I wish there was a parento view like this for agentic systems(using a standard harness)