
Opik
8.4#1 in mlops platformsFrom $19 a monthFree planWebAPILinuxmacOS
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| Fact | Opik | TraceRoot |
|---|---|---|
| Integrations | The integration catalog covers TypeScript, Python, Java, .NET and Ruby ecosystems plus no-code tools and OpenTelemetry. | The product lists LangGraph, Vercel AI SDK, Mastra, LlamaIndex, CrewAI, Agno, Google ADK, Pydantic AI, Claude Agent SDK, OpenAI Agents SDK, LangChain, and DeepAgents among its agent-framework integrations. |
| License | The repository and full platform are released under the Apache-2.0 license. | The TraceRoot repository states that code outside directories named ee uses the Apache 2.0 license and those directories use the Enterprise License. |
| Support | The pricing page lists community and self-service support across plans, email support for Pro and Enterprise, and dedicated support and SLAs for Enterprise. | Free and Starter include Discord support, while Pro includes Discord and Slack support and Enterprise includes Discord, Slack, and SLA support. |
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.
TraceRoot suits teams operating AI agents in production that want trace monitoring, failure analysis, and help creating fixes. It may also fit teams using its listed SDKs, framework integrations, or model-provider integrations.