Cognition's FrontierCode 2.0 tested Gemini 4 Argon on Devin CLI, not its first-party harness, sparking fairness complaints

pvncher · x · 2026-10-31

Cognition released FrontierCode 2.0, claiming it separates model tiers more clearly than 1.1. Rankings shifted: Muse Wonder 1.0 and Gemini 4 Argon scored highest on DeepSWE v1.1 but land mid-pack on FrontierCode 2.0. pvncher spotted via Reddit that while Astra and Opus were tested in their first-party harnesses, Gemini 4 Argon ran through Devin CLI without being tested in Antigravity, raising fairness concerns about the benchmark.

Related event: Cognition's FrontierCode 2.0 Sparks Debate Over Google's Rebound and Fairness(2 posts)→

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