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CompareOpik vs OpenLIT

Opik vs OpenLIT

A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Opik starts at $19/mo and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Opik

Comet's open-source platform for LLM tracing and evaluation

Freemium · $19/mo
Visit Opik Details
OpenLIT

Open-source observability and evals for LLM apps and agents

Freemium
Visit OpenLIT Details
VS

At a glance

Opik
OpenLIT

Best for

Comet's open-source platform for LLM tracing and evaluation
Open-source observability and evals for LLM apps and agents

Category

Models & APIs
Models & APIs

Pricing model

Freemium
Freemium

Starting price

$19/mo
See pricing page

Free plan

Yes
Yes

Made by

Comet
OpenLIT

Based in

United States
–

Rating

No ratings yet
No ratings yet

Key features

  • Tracing and spans
  • Evaluation metrics
  • Agent optimizer
  • Guardrails
  • Framework integrations
  • LLM and agent tracing
  • Evals
  • Guardrails
  • Prompt management
  • Cost and GPU monitoring
Opik compared with OpenLIT
FeatureOpikOpenLIT
Best forComet's open-source platform for LLM tracing and evaluationOpen-source observability and evals for LLM apps and agents
CategoryModels & APIsModels & APIs
Pricing modelFreemiumFreemium
Starting price$19/moSee pricing page
Free planYesYes
Made byCometOpenLIT
Based inUnited States–
RatingNo ratings yetNo ratings yet
Key features
  • Tracing and spans
  • Evaluation metrics
  • Agent optimizer
  • Guardrails
  • Framework integrations
  • LLM and agent tracing
  • Evals
  • Guardrails
  • Prompt management
  • Cost and GPU monitoring

Both offer: Guardrails.

Pricing compared

Opik starts at $19/mo and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Opik
OpenLIT

Free plan

Yes
Yes

Cheapest paid plan

$19/mo · Pro Cloud
Not listed

Top plan

Custom · Enterprise
–

Free trial

–
–

4 plans

  • Open Source

    Free

    • Self-hosted
    • Full observability feature set
    • Unlimited spans
  • Free Cloud

    Free

    • Up to 10 team members
    • 25k spans per month
    • 60-day data retention
  • Pro Cloud

    $19/mo

    • Up to 50 team members
    • 100k spans per month
    • $5 per extra 100k spans
  • Enterprise

    Custom

    • Unlimited team members
    • Flexible deployments
    • Single sign-on
    • 2-hour response SLA
Opik pricing

2 plans

  • Open source

    Free

    • Self-hosted
    • Tracing, evals and prompt management
    • Apache 2.0
  • Enterprise

    Contact sales

    • Role-based access control
    • Audit logs
    • Alerts to Slack and PagerDuty
OpenLIT pricing

Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.

Pros and cons

Opik

  • Free and self-hostable
  • Automatic prompt optimization
  • Many integrations
  • Smaller community than Langfuse
  • Hosted plan limits vary
  • Docs split with Comet ML

OpenLIT

  • Free to self-host
  • Built on OpenTelemetry
  • Covers tracing, evals and prompts
  • Hosted version is not yet available
  • Enterprise features need a license
  • Requires running your own infrastructure

Which one should you choose?

Choose Opik if you want:

  • Free and self-hostable
  • Automatic prompt optimization
  • Many integrations

Watch out: smaller community than langfuse.

Choose OpenLIT if you want:

  • Free to self-host
  • Built on OpenTelemetry
  • Covers tracing, evals and prompts

Watch out: hosted version is not yet available.

Opik vs OpenLIT FAQ

What is the difference between Opik and OpenLIT?

Opik: Comet's open-source platform for LLM tracing and evaluation. OpenLIT: Open-source observability and evals for LLM apps and agents. Both are models & apis tools.

Is Opik or OpenLIT cheaper?

Opik starts at $19/mo and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Do Opik and OpenLIT have free plans?

Opik: Yes. OpenLIT: Yes.

Who makes Opik?

Opik is made by Comet, based in United States.

Who makes OpenLIT?

OpenLIT is made by OpenLIT.

Which should I choose, Opik or OpenLIT?

Choose Opik if you value free and self-hostable and automatic prompt optimization. Choose OpenLIT if you value free to self-host and built on opentelemetry.

More comparisons

Opik alternatives

  • Opik vs Langfuse
  • Opik vs Arize AI
  • Opik vs Respan
  • Opik vs Weights & Biases
  • Opik vs LangSmith

OpenLIT alternatives

  • OpenLIT vs Langfuse
  • OpenLIT vs Pydantic Logfire
  • OpenLIT vs Arize AI
  • OpenLIT vs Bifrost
  • OpenLIT vs Respan

Compare Opik with another tool

First tool
Opik
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