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SWE-1.6

Cognition · 2026-04-07

Cognition's SWE-1.6 is a proprietary model built for software engineering agents, made generally available in Windsurf on April 7, 2026. Cognition says it was post-trained from scratch to jointly optimize intelligence and model UX, reducing overthinking and looping, encouraging parallel tool use, reducing improper terminal reliance, and requiring less user input. At launch, a Fireworks-served version running at 200 tokens per second was offered free for three months, while SWE-1.6 Fast was served by Cerebras at 950 tokens per second for paying users; Cognition described both versions as providing the same intelligence.

Benchmark scores

BenchmarkScore
Capability143.1
FrontierCode 1.0 Diamond - Pass Rate2.9
FrontierCode 1.0 Diamond - Score2.5
FrontierCode 1.0 Extended - Pass Rate20.0
FrontierCode 1.0 Extended - Score18.4
FrontierCode 1.0 Main - Pass Rate6.1
FrontierCode 1.0 Main - Score5.5
FrontierCode 1.1 Extended - Pass Rate22.7
FrontierCode 1.1 Extended - Score20.5
FrontierCode 1.1 Main - Pass Rate10.4
FrontierCode 1.1 Main - Score9.4
Vibe Code Bench v1.17.2
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