‹ PublicAI Index
The LLM benchmark aggregator.
SWE-1.6 Fast
Other
Strongest in Agentic coding (#138 of 169, on 1 of its 5 boards), weakest in Coding (#142 of 176). Above par in 0 of 2 scopes. Among the models it meets almost everywhere, it finishes behind Claude Opus 5.5 and Claude Opus 5 and ahead of Command A Quality and Codestral 25.01.
§ 1 · Profile
What it is good at
Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.
Coding43.1−23.3#142/1761/6
Agentic coding42.4−24.6#138/1691/5
§ 2 · Head to head
What it beats, and what beats it
The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for SWE-1.6 Fast, left for the other.
§ 3 · Sources
Where the numbers come from
1 publication, 1 figures. Every one links to the page it was read from.
Vals · Vibe Code Bench 7.22% (Devin CLI)
Badge
[](https://publicai.io/model-index/m/swe-1-6-fast)