AgentOps vs Comet (Opik)

Side-by-side comparison of AgentOps and Comet (Opik): pricing, features, API access, and community ratings.

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	AgentOps Trace, Debug, & Deploy Reliable AI Agents — the leading developer platform for AI agents and LLM apps. Visit	Comet (Opik) The AI Developer Platform for LLM observability, evaluation, and MLOps experiment tracking Visit
Category	AI observability	AI observability
Pricing	Freemium	Freemium
Starting price	USD 40/mo
Free tier
Audience	Technical	Technical
API available
Open source
Self-hostable
Model provider
Founded
Headquarters
Key strengths	·Time Travel Debugging — rewind and replay agent runs with point-in-time precision ·Broad compatibility with 400+ LLMs and agent frameworks via a single SDK ·Detailed cost and token tracking across multiple agents ·Full audit trail including logs, errors, and prompt injection detection	·End-to-end LLM observability with real-time trace logging at high volumes ·30+ built-in LLM-as-a-judge eval metrics (hallucination, relevance, context precision) ·Open-source Opik platform with flexible cloud or self-hosted deployment ·Ollie coding agent auto-fixes agent code based on trace and eval insights