LangflowvsHelicone

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Langflow

Automation Platforms

Visual framework for building multi-agent AI apps

Helicone

MLOps & Monitoring

Open-source LLM observability platform

FeatureLangflowHelicone
CategoryAutomation PlatformsMLOps & Monitoring
PricingFree (open-source) + CloudFree + Pro plans
GitHub Stars
More stars
35k
3k
PlatformsLinux, macOS, Windows, Docker, WebWeb
Key Features
  • Visual builder
  • Drag-and-drop
  • Component library
  • API export
  • Multi-model
  • Request logging
  • Cost tracking
  • Latency monitoring
  • Prompt management
  • User tracking
Pros
  • + Intuitive visual builder
  • + LangChain ecosystem integration
  • + Easy prototyping
  • + Export as Python code
  • + Growing component library
  • + One-line integration
  • + Cost tracking
  • + Latency monitoring
  • + Prompt management
  • + Open-source
Cons
  • Tied to LangChain ecosystem
  • Limited for very custom logic
  • Can be slow for complex flows
  • Still maturing
  • Limited free tier
  • Cloud-focused
  • Smaller feature set vs W&B
  • Less mature
Tags
no-codevisuallangchainopen-source
observabilitymonitoringcostsopen-source

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