KimiMoonshot AI
|
SWE-2Cognition
|
|||||
Related Products
|
||||||
About
Kimi is an intelligent assistant with a large "memory" that can read a 200,000-word novel in one go and surf the Internet. Kimi can understand and process long documents, helping you quickly summarize analysis reports, financial reports, etc., saving time in reading and organizing. When preparing for exams or researching new fields, Kimi can help you understand and summarize large amounts of textbooks or professional papers. If you work in programming or technology, Kimi can help you reproduce code or provide technical solutions based on your code or pseudocode from your paper. Kimi has significant advantages in Chinese and can handle multi-language documents, helping you communicate and understand more efficiently in international work. Kimi Chat can also play your favorite game characters, have interesting conversations with you, and provide entertainment and relaxation.
|
About
SWE-2 is Cognition’s advanced coding model designed to improve software engineering performance while reducing the cost of agentic coding workflows. The model is post-trained from Kimi K3 and uses reinforcement learning to optimize multiple reasoning-effort levels within a single training run. SWE-2 is designed to explore codebases more selectively, begin implementation sooner, and complete tasks with fewer redundant reads and reasoning steps than earlier Cognition models. Its capabilities include code generation, debugging, test creation, verification, repository analysis, and complex terminal-based software engineering tasks. The model also emphasizes stronger engineering judgment, end-to-end test coverage, instruction following, and evidence-based verification of user assumptions. SWE-2 is available through Devin Desktop and Devin CLI, with broader rollout planned across Devin Web and Fusion.
|
|||||
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
|
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
|
|||||
Audience
Users interested in a powerful multimodal AI assistant
|
Audience
Software developers, engineering teams, AI coding agent users, DevOps professionals, and organizations that need capable agentic software engineering with lower execution cost and more efficient reasoning
|
|||||
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
|
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
|
|||||
API
Offers API
Supported
|
API
Offers API
Not Supported
|
|||||
Screenshots and Videos |
Screenshots and Videos |
|||||
Pricing
Free
Free Version
Supported
Free Trial
Not Supported
|
Pricing
$20/month
Free Version
Supported
Free Trial
Not Supported
|
|||||
Reviews/
|
Reviews/
|
|||||
Pros & Cons from Real UsersPros
Cons
|
||||||
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
|
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
|
|||||
Company InformationMoonshot AI
Founded: 2023
China
www.kimi.com
|
Company InformationCognition
Founded: 2023
United States
cognition.com
|
|||||
Alternatives |
Alternatives |
|||||
|
|
|
|||||
|
|
|
|||||
|
|
|
|||||
|
|
|
|||||
Categories |
Categories |
|||||
Integrations
.NET
Not Supported
Anuma
Supported
AnyAPI
Supported
BLACKBOX AI
Supported
C
Not Supported
Dart
Not Supported
Filamental
Supported
HOL Guard
Supported
Kimi K2.7 Code
Supported
LaReview
Supported
|
Integrations
.NET
Supported
Anuma
Not Supported
AnyAPI
Not Supported
BLACKBOX AI
Not Supported
C
Supported
Dart
Supported
Filamental
Not Supported
HOL Guard
Not Supported
Kimi K2.7 Code
Not Supported
LaReview
Not Supported
|
|||||
|
|
|