DeepCoder

DeepCoder

Agentica Project
+
+

Related Products

  • Reflectiz
    34 Ratings
    Visit Website
  • Eurekos
    103 Ratings
    Visit Website
  • Aikido Security
    364 Ratings
    Visit Website
  • QBench
    153 Ratings
    Visit Website
  • Setplex
    10 Ratings
  • Adobe Acrobat
    8,459 Ratings
    Visit Website
  • Criminal IP ASM
    21 Ratings
    Visit Website
  • Mitti (by SafetyCulture)
    869 Ratings
    Visit Website
  • iVerify
    1 Rating
    Visit Website
  • Evertune
    1 Rating
    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

GPT-5.2-Codex is OpenAI’s most advanced agentic coding model, built for complex, real-world software engineering and defensive cybersecurity work. It is a specialized version of GPT-5.2 optimized for long-horizon coding tasks such as large refactors, migrations, and feature development. The model maintains full context over extended sessions through native context compaction. GPT-5.2-Codex delivers state-of-the-art performance on benchmarks like SWE-Bench Pro and Terminal-Bench 2.0. It operates reliably across large repositories and native Windows environments. Stronger vision capabilities allow it to interpret screenshots, diagrams, and UI designs during development. GPT-5.2-Codex is designed to be a dependable partner for professional engineering workflows.

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

Audience

GPT-5.2-Codex is ideal for professional software engineers, security researchers, and development teams working on large-scale codebases, complex refactors, and defensive cybersecurity projects

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 Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not 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 Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

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

Company Information

OpenAI
Founded: 2015
United States
openai.com

Alternatives

DeepSWE

DeepSWE

Agentica Project

Alternatives

Claude Opus 4.5

Claude Opus 4.5

Anthropic
Devstral 2

Devstral 2

Mistral AI
Claude Opus 4.6

Claude Opus 4.6

Anthropic
Devstral Small 2

Devstral Small 2

Mistral AI
DeepScaleR

DeepScaleR

Agentica Project

Categories

AI Coding Models Supported
AI Models Supported

Categories

Agentic AI Supported
AI Coding Agents Supported
AI Coding Models Supported
AI Models Supported

Integrations

ChatGPT Enterprise Not Supported
ChatGPT Plus Not Supported
Codex CLI Not Supported
Cursor Not Supported
Devin Desktop Not Supported
Elixir Not Supported
GPT-5.2 Not Supported
GPT-5.3 Instant Not Supported
GPT-5.4 Pro Not Supported
GPT-5.4 mini Not Supported
GPT-5.5 Not Supported
GitHub Not Supported
GitHub Copilot Not Supported
Go Not Supported
Hugging Face Supported
JetBrains Junie Not Supported
PHP Not Supported
Python Not Supported
Scala Not Supported
Verdent Not Supported

Integrations

ChatGPT Enterprise Supported
ChatGPT Plus Supported
Codex CLI Supported
Cursor Supported
Devin Desktop Supported
Elixir Supported
GPT-5.2 Supported
GPT-5.3 Instant Supported
GPT-5.4 Pro Supported
GPT-5.4 mini Supported
GPT-5.5 Supported
GitHub Supported
GitHub Copilot Supported
Go Supported
Hugging Face Not Supported
JetBrains Junie Supported
PHP Supported
Python Supported
Scala Supported
Verdent Supported
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
Claim GPT-5.2-Codex and update features and information
Claim GPT-5.2-Codex and update features and information