Free & Open Source

Join TheWinning Team

The AI coding assistant that makes every developer a champion. Perfect for rookies learning the fundamentals, yet equipped with pro-level AI tools that make veteran developers 10x more productive. 100% free.

Game Time
$ npx frogcode@latest
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What is FrogCode?

FrogCode is a free and open-source AI coding assistant built on top of OpenCode.ai. Whether you're just starting your coding journey or you're a seasoned developer, FrogCode meets you where you are.

Beginners love the intuitive interface and helpful guidance that makes learning to code feel like an adventure. Experienced developers appreciate access to the most powerful AI models on the planetโ€”all while collecting frogs along the way.

Powered by NVIDIA NIM's cutting-edge AI infrastructure, FrogCode gives you access to an incredible selection of AI modelsโ€”from lightweight helpers to massive custom-trained LLMs. Best of all, it's completely free thanks to NVIDIA.

Key Features

Everything you need to code faster, smarter, and have more fun doing it

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Perfect for Learning

Beginner-friendly interface with intelligent code suggestions, helpful explanations, and step-by-step guidance that makes learning to code feel natural and fun.

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Powerful AI Models

Powered by NVIDIA NIM's blazing-fast inference. Access everything from lightweight assistants to massive 480B parameter models. Choose the perfect model for any taskโ€”all free.

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Lightning-Fast Assistance

Get intelligent code completion, debugging help, and architectural guidance in real-time. Works seamlessly whether you're writing your first function or optimizing complex systems.

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Gamified Experience

Unlock new frog species by exploring different AI models. The more you code and learn, the more frogs join your digital pond.

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Complete Development Tools

Full IDE integration with real-time error detection, code navigation, refactoring tools, debugging support, and version control integration.

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Universal Compatibility

Works seamlessly with 200+ programming languages, all major IDEs (VS Code, Cursor, Zed), and cloud platforms (AWS, GCP, Azure).

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Fully Customizable

Personalize your coding environment with custom themes, syntax highlighting, and animated pond backgrounds that match your style.

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Track Your Progress

Monitor your coding journey with productivity metrics, learning progress, code quality insights, and team collaboration through shared frog ecosystems.

What You Can Build

From your first website to training custom AI models, FrogCode grows with you

Beginner

Design Websites

Create beautiful, responsive websites with HTML, CSS, and JavaScript. Get real-time feedback and design suggestions.

Intermediate

Build Mobile Apps

Develop iOS and Android apps using React Native, Flutter, or Swift. Debug faster with intelligent error detection.

Intermediate

Backend APIs

Build scalable REST and GraphQL APIs with Node.js, Python, Go, or Rust. Optimize performance and security.

Advanced

Database Architecture

Design complex database schemas, write optimized queries, and manage data pipelines across SQL and NoSQL systems.

Advanced

Microservices & DevOps

Architect distributed systems, containerize with Docker, orchestrate with Kubernetes, and automate CI/CD pipelines.

Advanced

Machine Learning Models

Build and train neural networks with PyTorch, TensorFlow, or JAX. Deploy ML models to production at scale.

Expert

Custom LLM Training

Fine-tune and train custom large language models. Optimize inference, implement RLHF, and deploy specialized AI systems.

All Levels

Anything You Imagine

From automating tasks to building the next big thing. FrogCode adapts to your skill level and helps you achieve your goals.

How It Works

Get up and running in minutes with our simple setup process

1

Install & Setup

Get started in seconds with our one-line installation:

npx frogcode@latest
2

Choose Your Environment

FrogCode automatically detects your project type and provides the perfect setup for Python, JavaScript/TypeScript, or system programming.

3

Start Coding

Watch as your productivity leaps forward with context-aware suggestions, auto-completion, error prevention, and code quality improvements.

4

Grow Your Collection

Each feature you explore rewards you with new frog species. From Common Frogs to rare Goliath Frogs!

Build Your Championship Roster

Earn legendary frogs as you level up. Each unlock grants game-changing abilities to dominate your development workflow.

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Rookie Frog

Join the team

Stats Boost:

  • โœ“Access to basic AI models
  • โœ“Code suggestions
  • โœ“Syntax highlighting
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Starter Frog

Complete 10 training sessions

Stats Boost:

  • โœ“Multi-file editing
  • โœ“Advanced code navigation
  • โœ“Custom themes unlocked
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All-Star Frog

Try 3 different playbooks

Stats Boost:

  • โœ“Access to premium models
  • โœ“Code explanation feature
  • โœ“Team badge
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MVP Frog

Share a winning play

Stats Boost:

  • โœ“Priority model access
  • โœ“Advanced debugging tools
  • โœ“Export code templates
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Championship Frog

Build a championship app

Stats Boost:

  • โœ“All AI models unlocked
  • โœ“Custom model training
  • โœ“Hall of fame status

Season Achievements

Reach milestones to unlock championship rewards

3 Frogs

Division Winner

Team features and code sharing unlocked

5 Frogs

Conference Champ

All models and pro debugging tools

All Frogs

Hall of Fame

Custom training and exclusive access

Pro-Level AI Playbook

Qwen3 Coder

480B parameter championship-caliber code generation

LlamaCoder

Specialized playmaker for code completion

Llama 3.1/3.3

Advanced strategy and game-reading AI

Switch Models

Earn championship rings for your collection

BROWSE AI MODELS

Powered by NVIDIA NIM - explore cutting-edge models for every use case, completely free

Language Models

deepseek-v3.2

deepseek-ai

State-of-the-art 685B reasoning LLM with sparse attention, long context, and integrated agentic tools.

llama-4-maverick-17b-128e-instruct

meta

A general purpose multimodal, multilingual 128 MoE model with 17B parameters.

qwen3-next-80b-a3b-instruct

qwen

Qwen3-Next Instruct blends hybrid attention, sparse MoE, and stability boosts for ultra-long context AI.

Coding Models

devstral-2-123b-instruct-2512

mistralai

State-of-the-art open code model with deep reasoning, 256k context, and unmatched efficiency.

qwen3-coder-480b-a35b-instruct

qwen

Excels in agentic coding and browser use and supports 256K context, delivering top results.

deepseek-r1

deepseek-ai

State-of-the-art, high-efficiency LLM excelling in reasoning, math, and coding.

Vision & Multimodal

cosmos-reason2-8b

nvidia

Vision language model that excels in understanding the physical world using structured reasoning on videos or images.

phi-4-multimodal-instruct

microsoft

Cutting-edge open multimodal model exceling in high-quality reasoning from image and audio inputs.

gemma-3-27b-it

google

Cutting-edge open multimodal model exceling in high-quality reasoning from images.

Image Generation

stable-diffusion-3.5-large

stabilityai

Stable Diffusion 3.5 is a popular text-to-image generation model

FLUX.1-dev

black-forest-labs

FLUX.1 is a state-of-the-art suite of image generation models

FLUX.1-schnell

black-forest-labs

FLUX.1-schnell is a distilled image generation model, producing high quality images at fast speeds

Speech & Audio

whisper-large-v3

openai

Robust Speech Recognition via Large-Scale Weak Supervision.

parakeet-tdt-0.6b-v2

nvidia

Accurate and optimized English transcriptions with punctuation and word timestamps

canary-1b-asr

nvidia

Multi-lingual model supporting speech-to-text recognition and translation.

Deploy Your Way

From instant serverless access to fully self-hosted containers, FrogCode scales with your needs while keeping costs under control

Quick Start

Serverless Endpoints

Access powerful AI models instantly with zero setup. Perfect for getting started quickly and scaling on-demand.

  • โœ“Instant access to all models
  • โœ“Pay-per-use pricing
  • โœ“Auto-scaling infrastructure
  • โœ“Global edge network
Production Ready

Dedicated Endpoints

Reserved compute resources for consistent performance and cost-efficient scaling at high volumes.

  • โœ“Guaranteed performance
  • โœ“Predictable costs at scale
  • โœ“Priority support
  • โœ“Custom configurations
Enterprise

Self-Hosted Container

Self-hosted inference in your own environment with complete control, security, and compliance.

  • โœ“Full infrastructure control
  • โœ“Private cloud or on-premises
  • โœ“Air-gapped environments
  • โœ“50% GPU cost reduction

Blazing Fast

2x faster inference with purpose-built optimization engine

Cost Efficient

Up to 50% GPU cost reduction while maintaining performance

Secure & Private

Keep data and models within your infrastructure for compliance

Powered by NVIDIA NIM infrastructure - completely free