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What is SWE-2?

SWE-2 is Cognition’s coding model for software engineering agents, developed to improve the balance between capability, reasoning cost, and execution efficiency. The model is post-trained from Kimi K3, a multi-trillion-parameter model that had already received extensive reinforcement learning for agentic coding. Cognition further trained SWE-2 with a reinforcement learning algorithm that optimizes several reasoning-effort levels during a single training run. These effort levels let users trade off speed and cost against deeper planning, codebase exploration, and verification for more difficult assignments. SWE-2 is designed to reduce the over-exploration seen in earlier models by identifying relevant files and implementation paths more quickly. Its software engineering abilities include repository analysis, code writing and editing, debugging, testing, build and lint workflows, terminal tasks, and verification of completed work. The model places additional emphasis on writing end-to-end tests, catching edge cases and regressions, and gathering evidence instead of simply accepting assumptions in a prompt. Cognition’s training approach also uses cost penalties tied to the model’s performance frontier, length-weighted reward baselines, speculative decoding improvements, low-precision inference techniques, and expanded reinforcement learning data. Training data includes more diverse repositories, additional instruction-following requirements, and iterative verifier improvements designed to reduce reward hacking and false validation. SWE-2 is benchmarked against models such as GPT-6 Astra, GPT-5.6 Sol, Fable 5.1, Grok 4.6, and Kimi K3, with Cognition positioning it around strong coding performance at substantially lower cost. SWE-2 is intended for use across Cognition’s Devin ecosystem, including Desktop and CLI, with rollout to Devin Web and Fusion.

What is Aivia AI?

Unlock the potential of boundless ChatGPT-4 and Google AI in a secure, private environment specifically designed for businesses. Create advanced AI assistants powered by your unique data, enabling seamless internal collaboration. Gain access to an array of pre-trained AIs spanning diverse fields such as marketing, sales, finance, operations, and engineering. Experience cognitive tasks performed with exceptional speed, amplifying efficiency while reducing unnecessary costs associated with temporary databases. This captivating journey is suitable for individuals of all skill levels, highlighting the direct link between increased AI adoption and improved results. Enjoy private, encrypted access to all AIs tailored for business applications, complete with features for billing management, permission settings, and privacy controls. Take control of your organization’s AI utilization and seize the opportunity to effectively leverage AI for boosting productivity. By investing in secure cognitive AI solutions for your workforce, you can achieve significant benefits, allowing them to tap into the power of GPT-4. You can manage billing for each team member, ensuring transparency and accountability in usage. Aivia.ai connects seamlessly with ChatGPT through the business API, guaranteeing that your data remains untouched by any training methodologies. With these state-of-the-art tools available, your team can innovate and thrive in ways that were previously unimaginable, paving the way for groundbreaking advancements and enhanced collaboration. The future of AI-driven productivity is at your fingertips, ready to reshape how your organization operates.

Media

Media

Integrations Supported

.NET
C
C#
CSS
Cerebras
ChatGPT
Devin Desktop
Go
Google Cloud Platform
HTML
JavaScript
Kubernetes
Lua
Objective-C
PowerShell
Python
SQL
Scala
Solidity
Terraform

Integrations Supported

.NET
C
C#
CSS
Cerebras
ChatGPT
Devin Desktop
Go
Google Cloud Platform
HTML
JavaScript
Kubernetes
Lua
Objective-C
PowerShell
Python
SQL
Scala
Solidity
Terraform

API Availability

Has API

API Availability

Has API

Pricing Information

$20/month
Free Version
Free Trial Offered?

Pricing Information

$35 per month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Cognition

Date Founded

2023

Company Location

United States

Company Website

cognition.com

Company Facts

Organization Name

Aivia AI

Company Website

www.aivia.ai/

Categories and Features

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

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