[jareds]

I'll look at it when this shows up on https://aider.chat/docs/leaderboards/ I feel like keeping up with all the models is a full time job so I just use this instead and hopefully get 90% of the benefit I would by manually testing out every model.

[evantbyrne]

Are these just leetcode exercises? What I would like to see is an independent benchmark based on real tasks in codebases of varying size.

[rafram]

Aider uses a dataset of 500 GitHub issues, so not LeetCode-style work.

[evantbyrne]

It says right on that linked page:

> Aider’s polyglot benchmark tests LLMs on 225 challenging Exercism coding exercises across C++, Go, Java, JavaScript, Python, and Rust.

I looked up Exercism and they appear to be story problems that you solve by coding on mostly/entirely blank slates, unless I'm missing something? That format would seem to explain why the models are reportedly performing so well, because they definitely aren't that reliable on mature codebases.

[KaoruAoiShiho]

Aider is not just leetcode exercises I think? livecodebench is leetcode exercises though.