agenta and brokle
These are competitors—both provide integrated LLMOps platforms combining observability, evaluation, and prompt management, though Agenta is significantly more mature (3,923 vs 3 stars) and offers a broader feature set including a prompt playground.
About agenta
Agenta-AI/agenta
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Supports 50+ LLM models with bring-your-own model capabilities, and includes OpenTelemetry-native tracing for production observability compatible with OpenLLMetry and OpenInference standards. Features version-controlled prompt management with branching and environments, alongside flexible evaluation via 20+ pre-built evaluators, LLM-as-judge, and custom evaluators accessible through both UI and programmatic APIs. Self-hostable via Docker Compose with multi-environment support and integrations for major LLM providers and frameworks.
About brokle
brokle-ai/brokle
The AI engineering platform for AI teams. Observability, evaluation, and prompt management for LLMs and AI agents. OpenTelemetry native.
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