Listing details
HiCyou directory record
- Listed website
- cognition.com
- Directory record created
- Sep 14, 2026
- Last record update
- Sep 14, 2026
Listing information
- Overview
- 5 key features
- 3 use cases
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What is Cognition's SWE-2
SWE-2 is Cognition's coding model, post-trained from Kimi K3 with reinforcement learning that optimizes for cost and capability simultaneously. According to Cognition, it scores 50.0% on FrontierCode 1.1 Main, within a point of Fable 5.1 at 64% lower cost, and near GPT-6 Astra at a quarter of the cost. Compared to SWE-1.7, it takes 58% fewer turns, costs 81% less, and scores higher. It is available now in Devin Desktop and CLI.
Key Features
Use Cases
- Agentic coding tasks within Devin Desktop
- Software engineering automation via Devin CLI
- Cost-efficient code generation and iteration for development teams
Why do startups need this tool?
SWE-2 targets the cost-performance frontier for coding models, offering near frontier-level agentic coding performance at a fraction of the price. For startups running AI-assisted development workflows, it promises fewer turns and lower costs compared to its predecessor, and it integrates directly into Devin Desktop and CLI.
