Internal stock-picking evals rank Claude worst among frontier models; Fable 5.1 leads Q4

dougclinton · x · 2026-10-23

dougclinton shares results from internal stock-picking evals: Claude has been the worst frontier model from a major lab, even behind several open-source models, while Fable 5.1 has been one of the best so far in Q4 — though things change fast.

The quoted post adds on-the-ground observations from San Francisco: public-equity investors are rapidly warming to AI use cases, viewing Opus 5.5 as a threshold moment and mentally preparing for Opus 6/7/8 and eventual open-weight parity. Consensus holds that public equity investing is one of the hardest AI use cases to crack, and the most common conversation is how to build something that stays out of Claude's path.

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