DeepCoder

DeepCoder

Agentica Project
Devstral 2

Devstral 2

Mistral AI
+
+

Related Products

  • PackageX OCR Scanning
    48 Ratings
    Visit Website
  • Reflectiz
    33 Ratings
    Visit Website
  • Eurekos
    96 Ratings
    Visit Website
  • QBench
    152 Ratings
    Visit Website
  • Setplex
    10 Ratings
  • Runpod
    230 Ratings
    Visit Website
  • Criminal IP ASM
    21 Ratings
    Visit Website
  • Mitti (by SafetyCulture)
    648 Ratings
    Visit Website
  • Evertune
    1 Rating
    Visit Website
  • Gemini Enterprise Agent Platform
    999 Ratings
    Visit Website

About

DeepCoder is a fully open source code-reasoning and generation model released by Agentica Project in collaboration with Together AI. It is fine-tuned from DeepSeek-R1-Distilled-Qwen-14B using distributed reinforcement learning, achieving a 60.6% accuracy on LiveCodeBench (representing an 8% improvement over the base), a performance level that matches that of proprietary models such as o3-mini (2025-01-031 Low) and o1 while using only 14 billion parameters. It was trained over 2.5 weeks on 32 H100 GPUs with a curated dataset of roughly 24,000 coding problems drawn from verified sources (including TACO-Verified, PrimeIntellect SYNTHETIC-1, and LiveCodeBench submissions), each problem requiring a verifiable solution and at least five unit tests to ensure reliability for RL training. To handle long-range context, DeepCoder employs techniques such as iterative context lengthening and overlong filtering.

About

Devstral 2 is a next-generation, open source agentic AI model tailored for software engineering: it doesn’t just suggest code snippets, it understands and acts across entire codebases, enabling multi-file edits, bug fixes, refactoring, dependency resolution, and context-aware code generation. The Devstral 2 family includes a large 123-billion-parameter model as well as a smaller 24-billion-parameter variant (“Devstral Small 2”), giving teams flexibility; the larger model excels in heavy-duty coding tasks requiring deep context, while the smaller one can run on more modest hardware. With a vast context window of up to 256 K tokens, Devstral 2 can reason across extensive repositories, track project history, and maintain a consistent understanding of lengthy files, an advantage for complex, real-world projects. The CLI tracks project metadata, Git statuses, and directory structure to give the model context, making “vibe-coding” more powerful.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models

Audience

Software developers, engineering teams, and enterprises looking for a tool to handle large-scale, context-rich codebases, helping automate bug fixes, refactoring, and multi-file changes

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com

Company Information

Mistral AI
Founded: 2023
France
mistral.ai/news/devstral-2-vibe-cli

Alternatives

DeepSWE

DeepSWE

Agentica Project

Alternatives

DeepCoder

DeepCoder

Agentica Project
Devstral 2

Devstral 2

Mistral AI
DeepSWE

DeepSWE

Agentica Project
Devstral Small 2

Devstral Small 2

Mistral AI
Devstral Small 2

Devstral Small 2

Mistral AI
Laguna XS 2.1

Laguna XS 2.1

Poolside
DeepScaleR

DeepScaleR

Agentica Project
Laguna S 2.1

Laguna S 2.1

Poolside

Categories

AI Coding Models Supported
AI Models Supported

Categories

AI Coding Models Supported
AI Models Supported

Integrations

Cline Not Supported
Devstral Small 2 Not Supported
Hugging Face Supported
Kilo Code Not Supported
Mistral AI Not Supported
Mistral Vibe Not Supported
Together AI Supported

Integrations

Cline Supported
Devstral Small 2 Supported
Hugging Face Not Supported
Kilo Code Supported
Mistral AI Supported
Mistral Vibe Supported
Together AI Not Supported
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
Claim Devstral 2 and update features and information
Claim Devstral 2 and update features and information