AI Research Atlas

SWE-1.7

Cognition · 8 July 2026

SWE-1.7, post-trained from Kimi K2.7, scores 42.3% on FrontierCode 1.1 Main and runs at 1,000 tok/s on Cerebras.

Cognition keeps building its models on open-weights Chinese bases plus RL. SWE-1.6 had scored 9.4% on the same benchmark, so the jump is large; Terminal-Bench 2.1 81.5% and SWE-Bench Multilingual 77.8%.

Date
Wednesday, 8 July 2026
Lab
Cognition
Kind
model
Access
app only

Figures

MeasureValueMeasured by
FrontierCode 1.1 Main42.3%
SWE-1.6 9.4%
company
Terminal-Bench 2.181.5%company

All scores are Cognition's own; the Kimi K2.7 base is stated in the post.

Sources

  1. cognition.com/blog/swe-1-7

This record was checked against its sources on 6 October 2026. How we check

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