
Documentation
🔍Model Discovery & Search
Access 400+ models from 60+ providers via OpenRouter with consensus validation
← Back to Documentation🔍 Model Discovery & Search
Access 400+ AI models from 60+ providers through OpenRouter
What Makes Our Model Discovery Unique?
- 🏆 Complete Provider Independence - Provider-agnostic discovery across ALL major AI companies
- 🌐 Universal AI Model Access - Think of it as the "Google for AI models"
- ⚡ Real-time Intelligence - Live performance scoring and cost comparison
- 🔄 Daily Updates - Never miss new releases or price changes
🚀 Powerful CLI Commands
# Find models good at coding
hive models search "coding"
→ Returns 20 models ranked by programming performance
# Find budget-friendly options
hive models search "budget friendly"
→ Smart cost analysis across all providers
# Side-by-side model comparison
hive models compare gpt-4 claude-3-opus
→ Detailed performance metrics, costs, and winner analysis
# Search by provider or capability
hive models search "anthropic"
→ Fuzzy matching across model names, descriptions, and IDs
🔥 Live OpenRouter Intelligence: 400+ Models from 60+ Providers
Major Providers Include:
- OpenAI (39 models)
- Anthropic (24 models)
- Google (23 models)
- Meta (26 models)
- Plus 56+ more providers
🎯 Smart Ranking Features:
- Programming Leaderboards - Live OpenRouter rankings
- Usage Analytics - Real popularity percentages
- Cost Intelligence - Per-million token pricing
- Fuzzy Search - Find models by any keyword
- Instant Comparisons - Side-by-side performance tables
🎯 Seamless Consensus Integration
Discovered models integrate directly with our 4-stage consensus pipeline:
From Discovery to Consensus:
# Find the best coding model
hive models search "coding"
# Use it in consensus pipeline
hive consensus --generator "anthropic/claude-3-sonnet"
🔄 4-Stage Pipeline Benefits:
- Generator → Initial response creation
- Refiner → Enhancement and improvement
- Validator → Quality assurance check
- Curator → Final polishing pass
Model Capabilities Scoring
Every model gets scored 0-100 in different categories:
🧠 Reasoning (0-100)
Logic puzzles and problem-solving
💻 Coding (0-100)
Code generation and debugging
✍️ Writing (0-100)
Content quality and creativity
🔢 Math (0-100)
Arithmetic and formula derivation
🎨 Creativity (0-100)
Original ideas and content
💰 Value Score (0-100)
Quality per dollar spent
Ready to Access Every AI Model on Earth?
Break free from vendor lock-in with the only independent AI model discovery platform.
# Install the platform
npm install -g @hivetechs/hive-ai
# Discover models perfect for your needs
hive models search "what you want to accomplish"