FrontierSWE leaderboard: GPT-6 Astra tops at 65.5%, Gemini 4 Carbon scores 61.2% at 1/16th the cost

scaling01 · x · 2026-10-29

ProximalHQ's FrontierSWE leaderboard (34 tasks, 5 trials each, 20-hour budget) ranks GPT-6 Astra first at 65.5%, followed by Claude Opus 5.5 (62.3%), Claude Sonnet 5.5 (61.9%) and Gemini 4 Carbon (61.2%), with Claude Fable 5.1 (56.3%) and Gemini 4 Argon (55.0%) behind. Costs vary wildly: GPT-6 Astra averages $1,029.65 per run vs $61.93 for Gemini 4 Carbon, making the latter far cheaper per point.

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