FrontierCode 2.0: Claude Opus 5.5 tops private coding benchmark at 46.4%, Kimi and DeepSeek close behind

bookwormengr · x · 2026-10-28

Artificial Analysis launched Cognition's FrontierCode 2.0, a private agentic coding benchmark of 132 real open-source repo tasks graded on whether a maintainer would merge the change. Top scores: Claude Opus 5.5 (Max) 46.4%, Opus 5.5 (Xhigh) 43.8%, GPT-6 Astra (Max) 42.4%.

Author bookwormengr highlights that DeepSeek 4.1 Flash 1017 (Max) sits just behind Grok 4.7 (xHigh) and Claude 5.5 Fable (Max), while Kimi K3.1 Pro trails Google Aragon (high). He rebuts Lisan's earlier claim that Kimi 3.1 and DS v4.1 were absent from the board, noting Artificial Analysis confirmed Kimi 3.1 outperforms Muse Wonder (43) and nearly matches Fable (49) — results just withheld on private benchmarks. The full chart runs down to Thinking Machines' Inklings 1.0 at 4%.

Related event: FrontierCode 2.0 Benchmark: OpenAI and Anthropic Dominate Top 20(2 posts)→

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