Tool overview
Opik is listed under AI Governance Safety & Evaluation AI tools.
What is Opik?
Opik by Comet traces, evaluates, tests, and optimizes LLM applications and agents. Teams can use the Apache-licensed self-hosted platform or managed cloud plans with datasets, experiments, agent playgrounds, annotations, optimization, REST APIs, SDKs, and enterprise deployment controls.
Best for
AI engineering teams testing and monitoring LLM applications and agents
Who is it for?
Decision note
Best for engineering teams that want open-source LLM observability with a direct path to hosted collaboration and enterprise deployment.
Key features
Agent tracing, sessions, and execution graphs
Datasets, experiments, test suites, and evaluation metrics
Playgrounds, annotations, debugging, and agent optimization
Open-source deployment plus managed cloud and enterprise options
Use cases
Debug LLM applications and agents
Run regression and quality evaluations
Monitor production traces and costs
Optimize prompts, tools, and agent behavior
Pros
- True open-source platform costs $0
- Free Cloud supports up to ten team members
- REST API works with open-source and cloud editions
Limitations
Evaluation quality depends on representative datasets, metrics, and review practices. Observability does not prevent model failures, and teams must protect captured prompts, outputs, credentials, and sensitive traces.
Pricing details
Billing options
Pricing note
Open Source and Free Cloud cost $0. Pro Cloud starts at $19 per month and offers a free trial. Enterprise uses custom pricing for flexible deployment, security, service accounts, SSO, compliance, support, and SLAs.
Supported languages
- English
Integrations
LangChain
LangGraph
OpenAI
Google ADK
CrewAI
OpenTelemetry
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