The Ledger

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Watkins: SWE-bench Verified is contaminated across OpenAI, Claude, and Gemini models
“And in SweetBenchVerified, we found many instances of contamination across like, across OpenEye models, across, like, Quad Opus, 4.5, Gemini Flash, and all of these, we saw things like regurgitating the ground truth solutions, things like in some cases giving,…”
Olivia Watkins Feb 23, 2026 ▶ 11:54 The End of SWE-Bench Verified — Mia Glaese & Olivia Watkins, OpenAI Frontier Evals
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