
Noveum
6.7#14 in ai agent evaluation toolsFrom $69 a monthFree planWebAPILinuxSelf-hosted
Visit

| Fact | Noveum | Opik |
|---|---|---|
| Evaluation | NovaEval scores traces with calibrated scorers across 15+ categories, including a voice and audio suite. | Opik supports datasets, experiments, assertions and LLM-as-a-judge metrics for issues such as hallucination, relevance and moderation. |
| Integrations | The tracing SDK has native integrations for LangChain, LangGraph, LiveKit, Pipecat, and CrewAI, and the site also lists OpenAI, Anthropic, and OpenTelemetry compatibility. | The integration catalog covers TypeScript, Python, Java, .NET and Ruby ecosystems plus no-code tools and OpenTelemetry. |
| Purpose | Noveum is an AI agent evaluation platform for production chat, voice, and workflow agents. | Opik logs agent actions and provides automated evaluation workflows to find and fix errors across development, testing, and production. |
| Support | The pricing page lists community support, priority support for Growth and above, and dedicated customer success for Enterprise. | The pricing page lists community and self-service support across plans, email support for Pro and Enterprise, and dedicated support and SLAs for Enterprise. |
| Tracing | NovaTrace captures LLM calls, tool invocations, retrieval, and agent steps, with tokens, cost, and latency on spans. | The platform captures and visualizes multi-step agent execution, including LLM calls, tools and retrieval steps. |
Noveum suits teams evaluating production chatbots, voice agents, or multi-agent workflows. Its tracing and deployment options also fit teams using Python or TypeScript SDKs and supported integrations.
Opik is for teams building LLM applications or agents that need tracing, evaluation, and production monitoring. Its free plans are described as suitable for development and testing.