SWE-2Cognition
|
||||||
Related Products
|
||||||
About
Begin makes AWS deployment a breeze. Run on the same global network as industry leaders, while managing your apps from Begin’s powerful, user-friendly interface. Start your path to your next promotion. Learn advanced full-stack backend today. Build resiliently with Begin’s standards-driven suite of open source tools. Seamlessly upgrade to interactive web components. Exceptional developer experience with low friction and smart, configurable defaults. Local-first development paired with identical staging and production environments. Infrastructure as code makes cloud provisioning simple and deterministic. Informed by years of evidence-based research and development, this approach is also used by some of the largest properties on the internet today. Begin apps deliver the benefits of FWAs to web developers out of the box, combining incredible ease of implementation with unrivaled reliability, power, and flexibility.
|
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
Developers interested in a solution to build fast web applications
|
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
Not Supported
|
API
Offers API
Not Supported
|
|||||
Screenshots and Videos |
Screenshots and Videos |
|||||
Pricing
$8 per month
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 InformationBegin
Canada
begin.com
|
Company InformationCognition
Founded: 2023
United States
cognition.com
|
|||||
Alternatives |
Alternatives |
|||||
|
|
||||||
|
|
||||||
|
|
|
|||||
|
|
||||||
Categories |
Categories |
|||||
Integrations
.NET
Not Supported
Amazon Web Services (AWS)
Supported
C
Not Supported
C++
Not Supported
Devin Desktop
Not Supported
Go
Not Supported
JavaScript
Not Supported
Kotlin
Not Supported
Kubernetes
Not Supported
MATLAB
Not Supported
|
Integrations
.NET
Supported
Amazon Web Services (AWS)
Not Supported
C
Supported
C++
Supported
Devin Desktop
Supported
Go
Supported
JavaScript
Supported
Kotlin
Supported
Kubernetes
Supported
MATLAB
Supported
|
|||||
|
|
|