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Langflow vs Toolhouse
Side-by-side comparison of features, pricing, and ratings
Pricing
Freemium
Freemium
Plans
Free
Usage-based
$500/month
$1,200/month
Custom
Popularity
3.4k views
7.0k views
Skill Level
Intermediate
Beginner-friendly
API Available
Platforms
WebDesktopAPI
Web
Categories
💻 Code & Development🤖 Automation & Agents
💼 Business & Finance🤖 Automation & Agents⚡ Productivity
Features
Visual drag-and-drop flow builder
Pre-built agents and MCP server support
Python customization under the hood
Run single or fleet of agents
Deploy flows as APIs via Langflow Cloud
Hundreds of pre-built flows and components
Supports all major LLMs (OpenAI, Anthropic, Meta, Mistral, etc.)
Supports major vector databases (Pinecone, Qdrant, Weaviate, Milvus, etc.)
100+ integrations with data sources and tools
Reusable components and rapid iteration
Open-source and self-hostable
Langflow Assistant (AI-assisted component generation, 1.9)
Flow DevOps Toolkit (1.9)
MCP support for IDEs and coding agents (1.9)
Policies feature: natural-language rules as guards (May 2026)
AI workers for inventory, sales, finance, payroll & HR
Automated stockout flagging and purchase order drafting
Lead scoring and personalized follow-up generation
Overdue invoice detection and reminder drafting
Payroll preparation with exception detection
Document policy abstraction and extraction
Policy summarization and querying like a database
Knowledge assistant for instant policy answers
AI SMS follow-ups and cold calling
Automated response to inbound leads
Marketing copy generation and image creation
Listing descriptions and social caption generation
Activity streaming for live outreach monitoring
No-code agent building from natural language descriptions
Integrations
OpenAI
Anthropic
Azure
Google Cloud
Hugging Face
Ollama
Mistral
Meta (Llama)
Pinecone
Qdrant
Weaviate
Milvus
Redis
Couchbase
MongoDB