langfuse vs portkey

Langfuse vs Portkey

Compare Langfuse open-source LLM tracing with Portkey enterprise AI gateway for observability and monitoring.

Last reviewed: 2026-03-03

Langfuse

Open-source LLM observability and tracing

  • Fully open-source (MIT)
  • Deep trace visualization
  • Prompt management and versioning
  • Self-hosting option

Portkey

Enterprise AI gateway + governance

  • 1600+ LLM gateway
  • AI guardrails and governance
  • Enterprise compliance (SOC2, HIPAA)
  • Advanced model routing

Feature and workflow comparison

CapabilityLangfusePortkey
Primary focusOpen-source LLM tracingEnterprise AI gateway
Integration modelSDK-based instrumentationProxy / gateway
Open sourceYes (MIT)No
Trace visualizationDeep trace treesRequest-level logs
Prompt managementBuilt-in versioningBasic
Evaluation frameworkCore capabilityLimited
Starting priceFree (self-hosted)Free dev, Pro $49/mo

Where AI Cost Board fits

Langfuse focuses on tracing and evaluation, Portkey on gateway routing. AI Cost Board adds the missing cost governance layer — budget alerts, project-level spend attribution, and finance-ready reporting.

FAQ

Is Langfuse or Portkey better for cost tracking?

Neither is a dedicated cost tool. Langfuse estimates costs from tokens. Portkey provides usage analytics through its gateway. For dedicated cost governance, add AI Cost Board.

Can I self-host Langfuse?

Yes, Langfuse is fully open-source and self-hostable. Portkey is primarily a managed service with enterprise options.

Which is better for evaluation workflows?

Langfuse has stronger evaluation and scoring capabilities. Portkey focuses on gateway routing and governance.