Arize AI vs OpenLLMetry
Side-by-side from the Top 11 ranking of LangSmith vs Arize AI vs Datadog: 11 Best LLM Observability Platforms 2026 Ranked. Last verified May 31, 2026.
The short answer
Arize AI ranks higher on Top 11 (#2 vs #11) for AI/ML engineers debugging production LLM apps. A mature, enterprise-ready platform with deep roots in ML monitoring, excelling at drift and RAG evaluation.
At a glance
| Arize AI | OpenLLMetry | |
|---|---|---|
| Top 11 rank | #2 / LangSmith vs Arize AI vs Datadog: 11 Best LLM Observability Platforms 2026 Ranked | #11 / LangSmith vs Arize AI vs Datadog: 11 Best LLM Observability Platforms 2026 Ranked |
| Score (out of 9.4) | 9 | 7.1 |
| Best for | Enterprise-grade model performance monitoring | Open source, OpenTelemetry-native tracing |
| Pricing | $$$ ($599 to $2,000+/mo) | $ (Free) |
| HQ | Berkeley, USA | Open Source |
| Founded | 2019 | 2023 |
Arize AI
A mature, enterprise-ready platform with deep roots in ML monitoring, excelling at drift and RAG evaluation.
arize.comSee full entry in LangSmith vs Arize AI vs Datadog: 11 Best LLM Observability Platforms 2026 Ranked
OpenLLMetry
A vendor-agnostic, open-source standard for adding LLM signals to OpenTelemetry traces.
github.com/traceloop/openllmetrySee full entry in LangSmith vs Arize AI vs Datadog: 11 Best LLM Observability Platforms 2026 Ranked
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.