DeepCoder

DeepCoder

Agentica Project
KAT-Coder-Pro V2

KAT-Coder-Pro V2

StreamLake
DeepCoder KAT-Coder-Pro V2

Related Products

  • Reflectiz
    4.7 out of 5 stars 34 Ratings
    Visit Website for Reflectiz
  • Eurekos
    4.8 out of 5 stars 103 Ratings
    Visit Website for Eurekos
  • Setplex
    4.5 out of 5 stars 10 Ratings
  • Criminal IP ASM
    4.9 out of 5 stars 21 Ratings
    Visit Website for Criminal IP ASM
  • Mitti (by SafetyCulture)
    4.6 out of 5 stars 872 Ratings
    Visit Website for Mitti (by SafetyCulture)
  • QBench
    4.6 out of 5 stars 153 Ratings
    Visit Website for QBench
  • Aikido Security
    4.6 out of 5 stars 367 Ratings
    Visit Website for Aikido Security
  • TrustInSoft Analyzer
    4.3 out of 5 stars 6 Ratings
    Visit Website for TrustInSoft Analyzer
  • iVerify
    5.0 out of 5 stars 1 Rating
    Visit Website for iVerify
  • Interfacing Integrated Management System (IMS)
    4.6 out of 5 stars 66 Ratings
    Visit Website for Interfacing Integrated Management System (IMS)
DeepCoder:

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.
KAT-Coder-Pro V2:

About

KAT-Coder is an agentic AI coding system designed to go beyond traditional autocomplete tools by enabling end-to-end software development workflows driven by reasoning, planning, and execution. It is positioned as a flagship coding model within the KAT ecosystem, built specifically for “agentic coding,” where the model does not just generate snippets but can diagnose issues, propose fixes, run tests, and iterate across multiple files as part of a continuous development loop. It integrates directly with developer environments through API endpoints and proxy layers compatible with tools like Claude Code, allowing seamless use inside existing IDE workflows without changing the interface developers are already familiar with. KAT-Coder is trained using a multi-stage pipeline that includes supervised fine-tuning and large-scale reinforcement learning, enabling it to understand programming context, and reason over complex tasks.
DeepCoder:

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
KAT-Coder-Pro V2:

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
DeepCoder:

Audience

Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models
KAT-Coder-Pro V2:

Audience

Software developers and engineering teams who need an AI agent capable of handling end-to-end coding tasks, from debugging and refactoring to multi-file implementation within real development environments
DeepCoder:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
KAT-Coder-Pro V2:

Support

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

API

Offers API Not Supported
KAT-Coder-Pro V2:

API

Offers API Supported
DeepCoder:

Screenshots and Videos

KAT-Coder-Pro V2:

Screenshots and Videos

DeepCoder:

Pricing

Free
Free Version Supported
Free Trial Not Supported
KAT-Coder-Pro V2:

Pricing

$0.30 per month
Free Version Supported
Free Trial Not Supported
DeepCoder:

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
KAT-Coder-Pro V2:

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
DeepCoder:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
KAT-Coder-Pro V2:

Training

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

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com
KAT-Coder-Pro V2:

Company Information

StreamLake
United States
www.streamlake.ai/product/kat-coder
DeepCoder:

Alternatives

DeepSWE

DeepSWE

Agentica Project
KAT-Coder-Pro V2:

Alternatives

DeepCoder

DeepCoder

Agentica Project
DeepCoder:
Devstral 2

Devstral 2

Mistral AI
KAT-Coder-Pro V2:
DeepCoder:
Devstral Small 2

Devstral Small 2

Mistral AI
KAT-Coder-Pro V2:
DeepCoder:
KAT-Coder-Pro V2:
StarCoder

StarCoder

BigCode
DeepCoder:
DeepScaleR

DeepScaleR

Agentica Project
KAT-Coder-Pro V2:
DeepSWE

DeepSWE

Agentica Project
DeepCoder:

Categories

AI Coding Models Supported
AI Models Supported
KAT-Coder-Pro V2:

Categories

AI Coding Models Supported
AI Models Supported
DeepCoder:

Integrations

Claude Not Supported
Claude Duet Not Supported
Claude for Legal Not Supported
Hugging Face Supported
MiniMax Not Supported
OpenAI Not Supported
OpenClaw Not Supported
Together AI Supported
KAT-Coder-Pro V2:

Integrations

Claude Supported
Claude Duet Supported
Claude for Legal Supported
Hugging Face Not Supported
MiniMax Supported
OpenAI Supported
OpenClaw Supported
Together AI Not Supported
DeepCoder:
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
KAT-Coder-Pro V2:
Claim KAT-Coder-Pro V2 and update features and information
Claim KAT-Coder-Pro V2 and update features and information