O3 beats Sonnet 4 at coding (in our codebase, wrt our preferences)

Show HN: O3 beats Sonnet 4 at coding (in our codebase, wrt our preferences)

O3 beats Sonnet 4 at coding (in our codebase, wrt our preferences) is active in the show hn launch space.

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At this point, the leading foundation models from each of the top labs tend to do well on the classic set of coding evals. Each new release brings smaller improvements over the last, with leading models separated by increasingly thin margins. This may be a sign we're heading toward commoditization.However, in our experience, these models can differ meaningfully when the task is narrow and the context is specific. And under these circumstances is where most people use these models. E.g. in their backend codebase, according to their specific coding preferences.We think this is partly why folks argue about which model is best for coding. I was personally confused to see the praise for Sonnet 4

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Website: mandoline.ai/leaderboards/codingBut