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IDES & CODING TOOLS • CURATED • UPDATED SEP 12, 2026

SWE-2

Cognition's Devin-exclusive coding model, RL-trained on top of Kimi K3

SWE-2 is Cognition's flagship coding model, released September 12, 2026 and built by reinforcement-learning post-training on top of Moonshot AI's 2.8-trillion-parameter open-weight Kimi K3. Cognition reports it matches Claude Fable 5.1 on FrontierCode 1.1 Main (both around 50%) at roughly 64% lower inference cost, scores 73.0% on DeepSWE 1.1 and 92.8% on Terminal-Bench 2.1, but trails Fable 5.1 and GPT-6 Astra by around 30 points on the harder Terminal-Bench 4. It ships with no open weights and no self-serve public API: it is exclusive to Devin's desktop app and CLI, with a Devin Web and Fusion rollout planned. Usage inside Devin is free through mid-October 2026; after that it requires a paid Devin plan, and separate enterprise credit-based API access is priced at $3.00 per million input tokens, $0.30 per million cached input tokens, and $15.00 per million output tokens.

Pricing Freemium
Platforms local, api
API Yes
Open Source No
Modalities IDEs & Coding Tools
Best For Best for Cost-Efficient Coding Inside Devin
Date Added 2026-09-12

SWE-2 is a genuine data point in the trend of labs fine-tuning open-weight Chinese base models to compete with closed frontier coding models on price, and it is the model Cognition is betting Devin's entire value proposition on. The catch is access: every benchmark above is Cognition's own, unverified independently, and there is no way to use the model outside Devin's ecosystem.

Use SWE-2 through Devin's desktop app or CLI; it is selectable as a model option and is free to run there through mid-October 2026. After that, it requires a paid Devin plan (Pro starts at $20/month). It is not available as a standalone self-serve API or as downloadable weights.

Devin Devin model docs
Google Antigravity 2.0 Claude Opus 5 GPT-5.6 Sol Cursor 2.0 OpenAI Codex
Freemium Free tier available

Free tier includes limited features. Paid plans unlock full access, higher usage limits, and commercial usage rights.

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Q

Is SWE-2 free?

A

SWE-2 offers a free tier with optional paid upgrades.

Q

Does SWE-2 have an API?

A

Yes, SWE-2 offers an API for programmatic integration.

Q

What is SWE-2 best for?

A

SWE-2 is best for Cost-Efficient Coding Inside Devin. SWE-2 is Cognition's flagship coding model, released September 12, 2026 and built by reinforcement-learning post-training on top of Moonshot AI's 2. SWE-2 is a genuine data point in the trend of labs fine-tuning open-weight Chinese base models to compete with closed frontier coding models on price, and it is the model Cognition is betting Devin's entire value proposition on. The catch is access: every benchmark above is Cognition's own, unverified independently, and there is no way to use the model outside Devin's ecosystem.

Q

What platforms does SWE-2 support?

A

SWE-2 supports local, api.

Q

Is SWE-2 open source?

A

No, SWE-2 is not open source.

Q

How do I get started with SWE-2?

A

Use SWE-2 through Devin's desktop app or CLI; it is selectable as a model option and is free to run there through mid-October 2026. After that, it requires a paid Devin plan (Pro starts at $20/month). It is not available as a standalone self-serve API or as downloadable weights.

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