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# Aider's LLM code editing leaderboard # Aider's LLM leaderboard
Aider works best with LLMs which are good at *editing* code, not just good at writing Aider works best with LLMs which are good at *editing* code, not just good at writing
code. code.
Aider works with the LLM to make changes to the existing code in your git repo, Aider works with the LLM to make changes to the existing code in your git repo,
so the LLM needs to be capable of reliably specifying how to edit that code. so the LLM needs to be capable of reliably specifying how to edit code.
Aider uses a Aider uses a
[code editing benchmark](https://aider.chat/docs/benchmarks.html#the-benchmark) [code editing benchmark](https://aider.chat/docs/benchmarks.html#the-benchmark)
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While [aider can connect to almost any LLM](https://aider.chat/docs/llms.html) While [aider can connect to almost any LLM](https://aider.chat/docs/llms.html)
it will work best with models that score well on the code editing benchmark. it will work best with models that score well on the code editing benchmark.
## Code editing leaderboard
<table style="width: 90%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> <table style="width: 90%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<thead style="background-color: #f2f2f2;"> <thead style="background-color: #f2f2f2;">