Best Maxim AI Alternatives in 2026

20 platforms from AI agent observability tools ranked against Maxim AI on the same published basis.

  1. 1Maxim AI vs PetalTrace
  2. 2Maxim AI vs Traccia
  3. 3Maxim AI vs Agenta
  4. 4Maxim AI vs Arize AX
  5. 5Maxim AI vs Braintrust
  6. 6Maxim AI vs Fiddler AI
  7. 7Maxim AI vs Galileo
  8. 8Maxim AI vs Helicone
  9. 9Maxim AI vs Laminar
  10. 10Maxim AI vs Langfuse
  11. 11Maxim AI vs LangSmith
  12. 12Maxim AI vs LangWatch
  13. 13Maxim AI vs LogicGaze
  14. 15Maxim AI vs MLflow Tracing
  15. 16Maxim AI vs OpenLIT
  16. 17Maxim AI vs Opik
  17. 18Maxim AI vs Respan (formerly Keywords AI)
  18. 19Maxim AI vs SigNoz
  19. 20Maxim AI vs Traceloop
  20. 21Maxim AI vs VoltOps

Maxim AI alternatives compared

#PlatformScoreFree planFromRuns on
1PetalTrace7.4Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
2Traccia7.4Free plan$99/moAPI, Web
3Agenta7.3Free plan$29/moAPI, self-hosted, Web
4Arize AX7.3Free plan$50/moAPI, self-hosted, Web
5Braintrust7.3Free plan$249/moAPI, self-hosted, Web
6Fiddler AI7.3Free planFreeAPI, self-hosted, Web
7Galileo7.3Free plan$100/moAPI, self-hosted, Web
8Helicone7.3Free plan$79/moAPI, self-hosted, Web
9Laminar7.3Free plan$30/moAPI, self-hosted, Web
10Langfuse7.3Free plan$29/moAPI, self-hosted, Web
11LangSmith7.3Free plan$39/moAPI, self-hosted, Web
12LangWatch7.3Free plan€29/moAPI, Linux, self-hosted, Web
13LogicGaze7.3Free planFreeAPI, self-hosted, Web
15MLflow Tracing7.3Free planFreeAPI, self-hosted, Web
16OpenLIT7.3Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
17Opik7.3Free plan$19/moAPI, Linux, self-hosted, Web
18Respan (formerly Keywords AI)7.3Free plan$16.58/moAPI, self-hosted, Web
19SigNoz7.3Free plan$19/moAndroid, API, iOS, self-hosted, Web
20Traceloop7.3Free planFreeAPI, self-hosted, Web
21VoltOps7.3Free plan$50/moAPI, self-hosted, Web
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Questions about Maxim AI alternatives

What is the best alternative to Maxim AI?

PetalTrace, number 1 in AI agent observability tools with a score of 7.4 out of 10. The others here: Traccia, Agenta, Arize AX and 16 more.

What is the best free alternative to Maxim AI?

PetalTrace is the best-ranked alternative with a free plan. 20 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.