Code refactoring

Models 11

• Gen 2 SWE
  SWE 1.7

  By Cognition AI

  SWE 1.7 is Cognition's most capable coding model to date, reaching frontier level intelligence at a much lower cost. Trained with reinforcement learning from a Kimi K2.7 base, it is optimized for long horizon, asynchronous agentic software engineering tasks and thorough codebase exploration.

  💻Coding✉️Codebase Q&A🐞Debugging🔧Code refactoring🔬Test generation💻Vibe coding
  NewCoding

  Released 2d ago
• Gen 2
  North Mini Code 1.0

  By Cohere

  North Mini Code 1.0 is Cohere’s Apache 2.0 agentic coding model with 30B total parameters and 3B active parameters, built for repo-level software engineering, terminal agents, local coding, and code generation.

  💻Coding🐞Debugging🤖Agents🔧Code refactoring💻Vibe coding
  NewCoding

  Released 1mo ago
• Gen 2 MAI
  MAI Code 1 Flash

  By Microsoft

  MAI-Code-1-Flash is Microsoft AI’s 5B inference-efficient agentic coding model integrated into GitHub Copilot, VS Code, and the Microsoft stack.

  💻Coding🐞Debugging🔧Code optimization🔧Code refactoring💻Vibe coding
  NewCoding

  Released 1mo ago
• Gen 3 Composer
  Composer 2.5

  By Anysphere

  Composer 2.5 is Cursor’s coding-agent model for long-running software tasks, complex instruction following, and agentic coding inside Cursor.

  💻Coding🐞Debugging🔧Code refactoring🔬Test generation💻Vibe coding
  NewMultimodal

  Released 1mo ago
• Gen 2 Composer
  Composer 2

  By Anysphere

  Composer 2 is Cursor’s frontier coding model optimized for high intelligence per dollar, built to solve long-horizon software engineering tasks with many tool actions.

  💻Coding🔧Code refactoring💻Vibe coding
  Coding

  Released 3mo ago
• Gen 3
  Kilo

  By Kilo Code

  Kilo is an agentic engineering platform and open-source coding agent that can generate code from natural language, run terminal commands, and automate browser-based steps, available as a VS Code extension and a CLI.

  💻Coding🔍Code reviews✉️Codebase Q&A🔧Code refactoring👨‍💻Collaborative coding💻Vibe coding
  Multimodal

  Released 4mo ago
• Gen 2 Qwen
  Qwen 3 Coder Next

  By Alibaba

  Qwen3-Coder-Next is an open-weight language model built specifically for coding agents and local development, optimized for tool use and long-horizon software engineering tasks.

  💻Coding🔍Code reviews🔧Code refactoring🎯Code autocompletion💻Software engineering guidance💻Vibe coding
  Coding

  Released 5mo ago
• Gen 3 KAT
  KAT Coder

  By Kuaishou Technology

  KAT-Coder is Kwaipilot’s strongest code intelligence model, designed for advanced software engineering and agentic coding workflows. It is trained with the same staged pipeline as KAT-Dev but pushes further on agentic RL, tool use, multi-turn software tasks, and efficient problem solving, with the project page highlighting stronger SWE-Bench Verified performance than the open model.

  💻Coding🔬Code testing🔧Code optimization🔧Code refactoring💻Vibe coding
  Multimodal

  Released 8mo ago
• Gen 3 SWE
  SWE 1.5

  By Cognition AI

  SWE-1.5 is Cognition’s fast software-engineering agent model designed for strong coding performance with very high token throughput.

  💻Coding🔧Code optimization🔧Code refactoring💻Software performance optimization
  Multimodal

  Released 8mo ago
• Gen 2 KAT
  KAT Dev 32B

  By Kuaishou Technology

  KAT-Dev-32B is Kwaipilot’s open-source 32B software engineering model built for real-world coding tasks. It is trained with mid-training, supervised fine-tuning, reinforcement fine-tuning, and large-scale agentic RL, and is positioned as a strong open model for software development workflows such as bug fixing, feature work, refactoring, testing, and deployment.

  💻Coding🔍Code reviews🔧Code refactoring💻Software engineering guidance💻Vibe coding
  Multimodal

  Released 9mo ago
• Gen 3 Devin
  Devin 1

  By Cognition AI

  Devin 1 is Cognition’s AI software engineer that plans and executes coding tasks end to end inside a sandboxed developer environment, using tools like a shell, code editor, and browser.

  💻Software engineer assistance🔧Code refactoring📱App development advice🐛Bug reports
  Text

  Released 2y ago