SWE-1.7
No estimate
No hardware requirements for this model
The weights for this model have not been published, so it cannot be downloaded or run on your own hardware at any size. It is reachable only through its provider, and no graphics card changes that.
On record
Full specification
Everything on record for this model. Most of it describes how it was trained rather than how it runs — useful context for judging how much work went into it, and how it compares with models built at a different scale.
Origin
Who built this model, where, and when it was published.
- Organisation
- Cognition
- Organisation type
- Industry
- Country
- United States of America
- Published
- 8 July 2026
- Authors
- Ben Pan, Carlo Baronio, Rohan Choudhury, Eric Lu, Ryan Kim, Deniz Birlikci, TC Qin, Sam Lee, Fermi Ma, Allen Liu, Yang Liu, Sampriti Panda, Jacob Teo, Ray Wang, Gary Chang, Steven Cao, Silas Alberti
What it does
The problem areas the model was built for. A model can carry several of each.
- Domain
- Language
- Task
- Coding, Question answering, Language modeling/generation
Size
How large the model is and how much data it was trained on. Parameters are the figure that decides whether it fits on a given graphics card.
- Training data
- tokens
How it is classified
Labels the source dataset applies when tracking notable models, and how confident it is in the entry.
- Record confidence
- Confident
Sources
Where this record came from and when it was last checked.
- Reference
- SWE-1.7: Frontier Intelligence at a Fraction of the Cost
- Last updated
- 10 August 2026
What the numbers mean
About this model
SWE-1.7 was published by Cognition, in the country recorded as United States of America, during July 2026. The publishing organisation is categorised as industry.
It works in the domain of Language, and is recorded as performing the task of coding, Question answering, Language modeling/generation.
Its weights were never published, so it can only be reached through its provider. No graphics card changes that.
Answers
SWE-1.7 — common questions
SWE-1.7— what GPU do I need to run it?
None. This is a closed model — its weights were never published, so it cannot be downloaded or run on your own hardware at any price. It is reachable only through its provider.
SWE-1.7— is it open source?
The licensing was never recorded in our source data. We treat unstated licensing as closed, because an unrecorded licence is not one to rely on.
SWE-1.7— how many parameters does it have?
No parameter count has been published for it, which is why no memory or speed figure appears on this page.
SWE-1.7— who created it?
It was published by Cognition, based in United States of America, an organisation categorised as industry.
SWE-1.7— when was it released?
It was published in July 2026.
SWE-1.7— what is it used for?
It works in the domain of Language, and is recorded as handling the task of coding, Question answering, Language modeling/generation. A model can carry several of each, so these are the areas it was built for rather than a limit on what it will attempt.
The other direction
Looking at it from the other side?
This page starts from the model. If you already own a card and want to know everything it will run, start from the hardware instead.