# Elastic APM: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 13 judge labels across 1 categories by 9 of 12 models. Page: https://it-ai-index.com/vendors/elastic-apm/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Application performance monitoring | 0% | 14 | 0% | 13 |

## What the models said for it

- "Balanced Commercial: Grafana Cloud (predictable, OTel), Elastic APM (self-hostable)" (Grok 4.1 Fast, APM)
- "Elastic APM is ideal for teams already using the Elastic Stack, or those who need an on-prem, customizable APM solution" (Claude Haiku 4.5, APM)
- "Elastic APM (self-hosted) is free forever with all features, though it requires infrastructure management" (MiniMax M2.5, APM)
- "Consider open-source alternatives like Grafana Cloud, Elastic APM, or SigNoz which can be more cost-effective" (MiniMax M2.5, APM)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.