AI Research Atlas

SWE-1.5

Cognition (Windsurf) · 29 October 2025

Cognition's SWE-1.5 is a frontier-size coding agent model served by Cerebras at up to 950 tokens/s, claimed near-SOTA on SWE-Bench Pro.

Model, inference stack and agent harness were co-designed, and Cognition says it runs 6x faster than Haiku 4.5 and 13x faster than Sonnet 4.5. Tasks that took 20+ s finish in under 5 s. Same day as Cursor's Composer.

Date
Wednesday, 29 October 2025
Lab
Cognition (Windsurf)
Kind
model
Access
app only

Figures

MeasureValueMeasured by
Inference speedup to 950 tok/s
6x Haiku 4.5, 13x Sonnet 4.5 (Cognition)
company

'Near-SOTA' on SWE-Bench Pro is Cognition's own measurement.

Sources

  1. devin.ai/blog/swe-1-5

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

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