GPT-6.1 Sol is now available in Devin

Cognition1 min read

OpenAI released GPT-6.1 Sol. It is live now in Devin Desktop and Devin CLI.

On FrontierCode 1.1, our proprietary benchmark that grades models on real-world engineering tasks based on quality and mergeability, GPT-6.1 Sol scores 60.4%, in line with GPT-6 Sol (60.7%) and GPT-5.6 Sol (60.6%), but it gets there for a fraction of the cost. At medium reasoning effort it costs $0.31 per task, 81% less than the $1.66 GPT-6 Sol spends at max effort to reach its best score. Across every effort level, GPT-6.1 Sol runs 44% to 57% cheaper per task than GPT-6 Sol while landing within a point of it or ahead.

The bigger change is at the low end. At low effort, GPT-6.1 Sol scores 58.1% for $0.21 per task, up from 50.5% for GPT-6 Sol at the same setting. That is the highest score of any model under $0.30 per task on the leaderboard.

FrontierCode LeaderboardBenchmarks for how well models meet the standards of high-quality production codebasesView Now

FrontierCode 1.1 ExtendedScore

020406080100Score (%)59.4Grok 4.760.4GPT-6.1 Sol60.6GPT-5.6 Sol60.7GPT-6 Sol61.3Grok 4.662.5SWE-263.6Claude Fable 5.164.4Claude Sonnet 5.564.5GPT-6 Astra64.9Claude Fable 565.3Claude Opus 5.5

Score is a weighted aggregate of rubric items. Solutions that don’t pass blocking criteria receive 0.

FrontierCode 1.1 ExtendedScorevsCost ($)

$0.25$0.50$1$2$5avg cost (USD) per rollout505254565860626466score (%)Opus 5.5GPT-6 AstraSWE-2GPT-6 SolGPT-5.6 SolGPT-6.1 Sol

Score: a weighted aggregate of the rubric items. Solutions that don’t pass blocking criteria receive 0.

Cost ($): the mean USD spend per rollout. Each dot is a reasoning effort.

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