These tools competes with

HeliconevsTraceloop

LLM observability, cost tracking, request logging versus OpenTelemetry-based LLM observability

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Choose Helicone when…

  • You want one-line LLM observability setup
  • Caching LLM responses to cut costs matters
  • You're an early-stage startup optimizing quickly

Choose Traceloop when…

  • You want OpenTelemetry-native LLM observability
  • Vendor-neutral tracing that plugs into your existing stack
  • You need observability across many LLM providers

Side-by-side comparison

Field
Helicone
Traceloop
Category
Observability
Observability
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Pro: Usage-based
Cloud: Usage-based
GitHub Stars
2,500
2,000
Health
95 Active
90 Active

Helicone

Open-source LLM observability platform. One-line integration to log every LLM request, track costs, and debug slow or failing calls.

Traceloop

Open-source LLM observability using OpenTelemetry standards. Automatic instrumentation for LangChain, OpenAI, and other frameworks with zero code changes.

Shared Connections1 tools both integrate with

Only Helicone (7)

LiteLLMLangSmithArize PhoenixOpenAI APIAnthropic APITraceloopLogfire

Only Traceloop (1)

Helicone

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