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It’s good at a lot of things:

  GPT‑4.1 scores 54.6% on SWE-bench Verified, improving by 21.4%abs over GPT‑4o and 26.6%abs over GPT‑4.5—making it a leading model for coding.
https://openai.com/index/gpt-4-1/


They are trained on these "benchmarks", that's why they score better.


If they were trained on those benchmarks they would score 100%


They show how bad they are, they cannot score 100% on benchmarks they were trained on.




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