Best AgentOps Alternatives in 2026
Updated
20 apps from AI agent observability tools ranked against AgentOps on the same published basis.
- 1AgentOps vs PetalTrace
- 2AgentOps vs OpenLIT
- 3AgentOps vs W&B Weave
- 4AgentOps vs Opik
- 5AgentOps vs SigNoz
- 6AgentOps vs Agenta
- 7AgentOps vs Arize AX
- 8AgentOps vs Braintrust
- 9AgentOps vs Fiddler AI
- 10AgentOps vs Galileo
- 11AgentOps vs Helicone
- 12AgentOps vs Laminar
- 13AgentOps vs Langfuse
- 14AgentOps vs LangSmith
- 15AgentOps vs LangWatch
- 16AgentOps vs LogicGaze
- 17AgentOps vs Maxim AI
- 18AgentOps vs MLflow Tracing
- 19AgentOps vs Respan (formerly Keywords AI)
- 20AgentOps vs Traccia
AgentOps alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | PetalTrace | 6.7 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | OpenLIT | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | W&B Weave | 6.6 | Free plan | $60/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Opik | 6.5 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 5 | SigNoz | 6.5 | Free plan | $19/mo | Android, API, iOS, self-hosted, Web |
| 6 | Agenta | 6.4 | Free plan | $29/mo | API, self-hosted, Web |
| 7 | Arize AX | 6.4 | Free plan | $50/mo | API, self-hosted, Web |
| 8 | Braintrust | 6.4 | Free plan | $249/mo | API, self-hosted, Web |
| 9 | Fiddler AI | 6.4 | Free plan | Free | API, self-hosted, Web |
| 10 | Galileo | 6.4 | Free plan | $100/mo | API, self-hosted, Web |
| 11 | Helicone | 6.4 | Free plan | $79/mo | API, self-hosted, Web |
| 12 | Laminar | 6.4 | Free plan | $30/mo | API, self-hosted, Web |
| 13 | Langfuse | 6.4 | Free plan | $29/mo | API, self-hosted, Web |
| 14 | LangSmith | 6.4 | Free plan | $39/mo | API, self-hosted, Web |
| 15 | LangWatch | 6.4 | Free plan | €29/mo | API, Linux, self-hosted, Web |
| 16 | LogicGaze | 6.4 | Free plan | Free | API, self-hosted, Web |
| 17 | Maxim AI | 6.4 | Free plan | $29/mo | API, self-hosted, Web |
| 18 | MLflow Tracing | 6.4 | Free plan | Free | API, self-hosted, Web |
| 19 | Respan (formerly Keywords AI) | 6.4 | Free plan | $16.58/mo | API, self-hosted, Web |
| 20 | Traccia | 6.4 | Free plan | $99/mo | API, Web |
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Questions about AgentOps alternatives
What is the best alternative to AgentOps?
PetalTrace, number 1 in AI agent observability tools with a score of 6.7 out of 10. The others here: OpenLIT, W&B Weave, Opik and 16 more.
What is the best free alternative to AgentOps?
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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.