BenchLeader

SWE-1.7

SWE-1.7 is a Cognition proprietary model, released 8 Jul 2026. It is not yet ranked: 1 independent result so far, and the index needs at least five across two categories. Last measured 8 Jul 2026.

Blended price
–
Output speed
–
First answer
–
Context
–
Full answer
–
Cost per run
–
Released
8 Jul 2026
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Coding55

Versions

Cognition has shipped 3 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
SWE-2max10 Sept 2026––
SWE-1.7this page8 Jul 2026––
SWE-1.67 Apr 2026––

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Coding

Benchmarknot statedSource
FrontierCode42.0%#23Cognition

New this month

See also

Questions people ask

Why does SWE-1.7 have no BenchLeader Index score?
The index needs at least five independent results across at least two categories; as of 25 Oct 2026 SWE-1.7 has 1 that count. Launch-post scores are never used, so it is ranked once independent publishers have measured it.
When was SWE-1.7 released?
Cognition released SWE-1.7 on 8 Jul 2026.

Data as of 25 Oct 2026. Compare with another model.

Cite as: BenchLeader, “SWE-1.7: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/swe-1-7.