BREAKING
Cognition ships SWE-1.7
Chinese base, retrained for trust
1
Kimi K2.7 Code base
↓
2
RL post-training
↓
3
Neutral, safer output
0
%
Base harmful task rate
0
$
Cost per FrontierCode task
FrontierCode 1.1 Main scores
Kimi base
30.1
SWE-1.7
42.3
GPT-5.5
43
Opus 4.8
46.5
Praise and caution
Praise
pros
●
Near frontier scores
●
12-point gain from base
●
1,000 tokens/sec via Cerebras
Caution
cons
●
Cherry-picked benchmarks?
●
Real-world trust unproven
A test for enterprise adoption
AI NEWS BLITZ
Cognition has released SWE-1.7, an agentic coding model built on China's Kimi K2.7 Code.