vioscaleAI
Comparison

CrewAI vs Langfuse

No clear leader: Langfuse (66.4) and CrewAI (65.1) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

CrewAI full profile →Langfuse full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
CrewAI65
Langfuse66
Score
vioscaleAI score
CrewAI65 / 100medium · 67%
Langfuse66 / 100medium · 56%
Pricing
Free tier
CrewAI✓
Langfuse✓
Model
CrewAIfreemium
Langfusefreemium
Price level
CrewAIlow
Langfusefree
Transparent
CrewAI✓
Langfuse✗
Integrations
Count
CrewAI18
Langfuse100
Security
Certifications
Disclosure policy
CrewAI✓
Langfuse–
Fedramp
CrewAI✓
Langfuse–
Gdpr
CrewAI–
Langfuse✓
Hipaa
CrewAI✓
Langfuse✓
Iso27001
CrewAI–
Langfuse✓
Soc2
CrewAI✓
Langfuse✓
Trust center
Vulnerabilities
Reliability
Status page
CrewAI✓
Langfuse✓
Adoption
Dependent repos
CrewAI0
Langfuse0
Github stars
CrewAI59,661
Langfuse35,781
Package downloads weekly
CrewAI4,500,329
Langfuse6,493,381
Activity
Commits last 30d
CrewAI100
Langfuse100
Release
Cadence days
CrewAI1
Langfuse–
History
CrewAI20 items
Langfuse20 items
License
Spdx
CrewAIMIT
LangfuseMIT
Language
Primary
CrewAIPython
LangfuseTypeScript
Market
Availability
Content
Faq
CrewAI7 items
Langfuse7 items

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Core
Tool role
CrewAIEnd-to-end ML platform
LangfuseLLM observability / eval
Deployment
Self-hostable / OSS core
CrewAI✓
Langfuse✓
Managed cloud available
CrewAI✓
Langfuse✓
On-prem / VPC deployment
CrewAI✓
Langfuse✓
Observability
LLM tracing / observability
CrewAI✓
Langfuse✓
Evaluation (offline / LLM-judge / human)
CrewAI✓
Langfuse✓
Dev
Prompt management + versioning
CrewAI✓
Langfuse✓
Tracking
Experiment tracking / model registry
CrewAI✓
Langfuse✓
Serving
Model serving / inference endpoint
CrewAI✓
Langfuse✗
Interop
OpenTelemetry / OpenLLMetry compatible
CrewAI✓
Langfuse✓
Framework-agnostic
CrewAI✗
Langfuse✓
Gateway
Multi-provider model support
CrewAI✓
Langfuse✓
Data
No-train-on-customer-data guarantee
CrewAIUnknown
Langfuse-

What each one is

The product in its own terms, so the numbers below have context.

CrewAI

CrewAI is a multi-agent automation framework that provides teams with tools to build complex agent workflows through a visual editor or code. It includes a unified control plane for managing production deployments with real-time tracing, governance policies, multi-LLM support, and deployment options for cloud or on-premises infrastructure.

Independently observed

Langfuse

A comprehensive observability and development platform that combines tracing, prompt management, evaluation, and experimentation, enabling teams to understand LLM behavior in production and ship improved applications with confidence

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

CrewAI

HybridFree tier

Free tier with 50 monthly executions; Enterprise plan with custom pricing

  • BasicFree
    • Visual editor and AI copilot
    • GitHub integration
    • Standard tools and triggers
    • CrewAI cloud deployment
    • Usage dashboard
    • +1 more
  • EnterpriseContact sales
    • Everything in Free, plus:
    • SSO (MS Entra, Okta)
    • Role-based access control
    • PII redaction and policy enforcement
    • Workload identity
    • +18 more
as of verify ↗

Langfuse

SubscriptionFree tier

Multiple tiers available; specific pricing not shown in provided text

  • HobbyFree
  • Core-
  • Enterprise-
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
CrewAI✓
Langfuse✓
CLI
CrewAI✓
Langfuse✗
Deployment
Cloud / SaaS
CrewAI✓
Langfuse✓
Self-hosted
CrewAI✓
Langfuse✓
On-premise
CrewAI✓
Langfuse✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (5)
  • OpenTelemetry
  • LiteLLM
  • Anthropic
  • OpenAI
  • Google Gemini

CrewAI

28 total - 23 not shared
  • NVIDIA NIM
  • GitHub
  • Slack
  • Microsoft Teams
  • Arize
  • Galileo
  • DataDog
  • Patronus
  • IBM Db2
  • E2B
  • Daytona
  • AWS Bedrock
  • Ollama
  • Model Context Protocol
  • SerperDev
  • Claude
  • Gemini
  • DashScope
  • CopilotKit
  • OpenRouter
  • Oracle
  • MS Entra
  • Okta
Independently observed

Langfuse

24 total - 19 not shared
  • LangChain
  • Vercel AI SDK
  • Pydantic AI
  • Google ADK
  • CrewAI
  • LiveKit
  • Haystack
  • LlamaIndex
  • Amazon Bedrock
  • Azure OpenAI
  • Mistral AI
  • xAI
  • vLLM
  • Groq
  • OpenAI SDK
  • Cohere
  • Elasticsearch
  • OpenSearch
  • Hugging Face
Independently observed
Still deciding?

CrewAI or Langfuse: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.