Agenta vs Opik

Pick two tools from the same category to compare side-by-side.

	Agenta Open-source LLMOps platform combining prompt management, evaluation, and observability.	Opik Open-source LLM evaluation and observability platform from Comet with built-in prompt versioning and optimization.
Category	prompt_management	prompt_management
Vendor type	hybrid	hybrid
Pricing	freemium	freemium
Strengths	+ Git-style prompt versioning with variants, commit histories, and environment-based deployment + Playground compares prompts and models side-by-side across many LLM providers + MIT-licensed and self-hostable with no vendor lock-in + UI lets non-developers experiment, annotate, and run evaluations without code changes	+ Prompt versioning and playground integrated with tracing and evaluation in one platform + Automated prompt optimizer with six optimization algorithms + Open-source core that can be self-hosted locally with Docker or at scale on Kubernetes + Hosted free tier with no credit card required
Tradeoffs	− Full LLMOps platform rather than a lightweight standalone prompt manager − Self-hosting requires running and operating the Docker-based stack yourself	− Prompt management is one feature of a large observability platform, heavier than dedicated prompt tools − Enterprise-scale deployment features sit behind paid Comet tiers
Used in stacks	0	0