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I think this release is really going to give them a hard time selling Fable: > On our benchmarks, Claude Opus 5.5 leads in agentic codin...

I think this release is really going to give them a hard time selling Fable: > On our benchmarks, Claude Opus 5.5 leads in agentic coding, computer use, and knowledge work. That said, at these levels of capability we’ve found that benchmark margins have become a less reliable guide to real-world differences. In our own use, the gap between Opus 5.5 and Claude Fable 5.1 is narrower than these scores suggest. In general, "benchmark margins have become a less reliable guide to real-world differences" sounds like a big problem. It was certainly the biggest problem with the previous generation of Claude models for a different reason, because the non-code output was nonsensical, and that is not being benchmarked at the moment. But I'm not sure what to make of this admission.

Posted by km144 on Sep 22, 2026, 4:41 PM

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I think this release is really going to give them a hard time selling Fable: > On our benchmarks, Claude Opus 5.5 leads in agentic codin...

km144Sep 22, 2026, 4:41 PM

I think this release is really going to give them a hard time selling Fable: > On our benchmarks, Claude Opus 5.5 leads in agentic coding, computer use, and knowledge work. That said, at these levels of capability we’ve found that benchmark margins have become a less reliable guide to real-world differences. In our own use, the gap between Opus 5.5 and Claude Fable 5.1 is narrower than these scores suggest. In general, "benchmark margins have become a less reliable guide to real-world differences" sounds like a big problem. It was certainly the biggest problem with the previous generation of Claude models for a different reason, because the non-code output was nonsensical, and that is not being benchmarked at the moment. But I'm not sure what to make of this admission.

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