vioscaleAI
Comparison

Kubeflow vs Langfuse

On the evidence we track, Langfuse leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Kubeflow full profile →Langfuse full profile →
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Kubeflow46
★Langfuse66
Score
vioscaleAI score
Kubeflow46 / 100low · 43%
Langfuse66 / 100medium · 56%
Pricing
Free tier
Kubeflow✓
Langfuse✓
Model
Kubeflowopen_source
Langfusefreemium
Price level
Kubeflowfree
Langfusefree
Transparent
Kubeflow✓
Langfuse✗
Integrations
Count
Kubeflow7
Langfuse100
Security
Gdpr
Kubeflow–
Langfuse✓
Hipaa
Kubeflow–
Langfuse✓
Iso27001
Kubeflow–
Langfuse✓
Scorecard
Kubeflow4.5
Langfuse–
Soc2
Kubeflow–
Langfuse✓
Trust center
Vulnerabilities
Reliability
Status page
Kubeflow–
Langfuse✓
Adoption
Dependent repos
Kubeflow40
Langfuse0
Github stars
Kubeflow15,902
Langfuse35,781
Package downloads weekly
Kubeflow–
Langfuse6,493,381
Activity
Commits last 30d
Kubeflow1
Langfuse100
Release
Cadence days
Kubeflow25
Langfuse–
History
Kubeflow20 items
Langfuse20 items
License
Spdx
KubeflowApache-2.0
LangfuseMIT
Language
Primary
Kubeflow–
LangfuseTypeScript
Market
Availability
Kubeflow–
LangfuseAvailable worldwide
Content
Faq
Kubeflow6 items
Langfuse7 items

Capabilities

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

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

What each one is

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

Kubeflow

Kubeflow is an open-source platform that provides composable, Kubernetes-native tools for the entire AI lifecycle, including model training, hyperparameter tuning, pipeline orchestration, model management, and notebook environments. It enables AI teams to build scalable ML systems on any Kubernetes infrastructure.

Independently observed

Langfuse

Leader

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.

Kubeflow

Open source
as of verify ↗

Langfuse

Leader
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
Kubeflow✓
Langfuse✓
CLI
Kubeflow✓
Langfuse✗
Deployment
Cloud / SaaS
Kubeflow✓
Langfuse✓
Self-hosted
Kubeflow✓
Langfuse✓
On-premise
Kubeflow✓
Langfuse✗
Hybrid
Kubeflow✓
Langfuse✗

Integrations

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

In common (1)
  • HuggingFace

Kubeflow

9 total - 8 not shared
  • PyTorch
  • TensorFlow
  • JAX
  • XGBoost
  • Spark
  • DeepSpeed
  • Megatron
  • MLX
Independently observed

Langfuse

Leader
24 total - 23 not shared
  • LangChain
  • Vercel AI SDK
  • LiteLLM
  • Pydantic AI
  • Google ADK
  • CrewAI
  • LiveKit
  • Haystack
  • LlamaIndex
  • OpenAI
  • Anthropic
  • Amazon Bedrock
  • Azure OpenAI
  • Mistral AI
  • Google Gemini
  • xAI
  • vLLM
  • Groq
  • OpenAI SDK
  • Cohere
  • Elasticsearch
  • OpenSearch
  • OpenTelemetry
Independently observed
Still deciding?

Kubeflow 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.