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Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-Astra

Introducing SWE-2: Pushing the Pareto Frontier

cognition.com

September 10, 2026

16 min read

🔥🔥🔥🔥🔥

53/100

Summary

Introducing SWE-2: Pushing the Pareto Frontier Today we’re introducing SWE-2, our most advanced coding model yet. It pushes the Pareto frontier of capability and cost, achieving 50.0% on FrontierCode 1.1 Main1, within one point of Fable 5.1 while being 64% cheaper. With SWE-2, we scaled RL to the multi-trillion-parameter regime for the first time, building on the SWE-1.72 training infrastructure a...

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