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Predibase vs Smithery
Side-by-side comparison of features, pricing, and ratings
Pricing
Freemium
Freemium
Plans
$0/mo
$99/mo
$499/mo
Contact sales
$0/mo
Custom
Popularity
6.7k views
6.9k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebCLIAPI
Categories
💻 Code & Development📊 Data & Analytics🔬 Research & Education
💻 Code & Development🤖 Automation & Agents⚡ Productivity
Features
Low-code fine-tuning of open-source LLMs
Auto-optimal model selection
Hyperparameter optimization
LoRA and QLoRA fine-tuning support
Serverless deployment and serving
Dynamic batching for low latency
Versioned models and experiments
Collaborative workspaces
Integration with Hugging Face Hub
REST API for inference
Real-time monitoring and logging
Custom base model support
Connect agents to 700+ MCP servers
Managed auth, credentials, and sessions
One-click 'Add to toolbox' integration
Usage counts per server
Real-time web search servers (Exa, Tavily, etc.)
Customer engagement via OneSignal
Database operations with Airtable and Supabase
Cloud browser automation with Browserbase
Government tender search (Tender MCP)
Up-to-date documentation fetching (Context7)
Local business intelligence (The Local Intel)
Developer docs and pricing page
Integrations
Hugging Face
LangChain
LlamaIndex
Weights & Biases
MLflow
Exa Search
Mesh MCP
Context7
Tavily
Parallel Web Search
Bright Data
OneSignal
Linkup
Supabase
Microsoft Learn MCP
Airtable
Tender MCP
Browserbase
The Local Intel