Cognition
Developer of SWE software-engineering models, including the Windsurf-origin family, deployed through Devin products and specialized coding tools.
Eleven named SWE checkpoints reviewed across coding, retrieval and bug detection. Serving speeds, effort levels and account billing tiers are access variants. Historical Codeium/Windsurf models, research prototypes and remaining exact-version contracts still need review.
Start with the job your model needs to do. Then narrow by capabilities, provider and price.
Compare every model with the same request.
Estimate = (input tokens × input price + output tokens × output price) / 1,000,000. Include conversation history in input and billed reasoning in output. Input-only decision models ignore the output setting; enter all billed input for one decision, including its question and criteria. Media, tools and discounts are separate.
11 models
| Compare | Model | Input tokensPublished limit* | Output tokensMaximum per response* | Input pricePer 1M tokens | Output pricePer 1M tokens | Cost per question1,000 input + 500 outputEstimated · uncached |
|---|---|---|---|---|---|---|
| Not collected | Not collected | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Not collected | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Inline additions/deletions, imports and predicted next edit locations.output formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Not collected | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Not collected | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Not collected | $0.50/ 1M tokensPublished Self-serve rates | $2.50/ 1M tokens | $0.00175Devin · SWE-1.6 · Self-servePrice details ↗ | ||
| Not collected | Not collected | $0.00/ 1M tokensSelf-serve: no token charge listed | $0.00/ 1M tokens | $0.00Devin · SWE-1.7 Medium · Self-servePrice details ↗ | ||
| Not collected | Not collected | $3.00/ 1M tokensPublished list rates | $15.00/ 1M tokens | $0.0105Devin · SWE-2 High · Self-servePrice details ↗ | ||
| Not collected | Relevant source file paths and line ranges, rather than embedding vectors.output formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Relevant source file paths and line ranges, rather than embedding vectors.output formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Structured bug descriptions and suggested fixes for the current code diff.output formats | Usage pricing $0.00 / reviewSWE-check review · Devin Desktop · Quick ReviewRates & conditions ↗ | No text-only estimatePrice details ↗ | |||
* Media models show their native limits. A shared context window includes both input and output tokens.
Catalog coverage
Closed-weight model variants and explicitly identified closed-source managed model components across language, code, image, video, audio and other documented modalities. Global provider and historical-release coverage is being expanded; this is not yet exhaustive. 172 company reviews are still open.
See what is being reviewed