# Elastic: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 12 judge labels across 6 categories by 6 of 12 models. Page: https://it-ai-index.com/vendors/elastic/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Application performance monitoring | 0% | 17 | 0% | 5 |
| Infrastructure monitoring | 0% | 32 | 0% | 2 |
| Observability platforms | 0% | 57 | 50% | 2 |
| Data loss prevention | 0% | 71 | 100% | 1 |
| Endpoint protection | 0% | 68 | 100% | 1 |
| Vector databases | 0% | 19 | 0% | 1 |

## What the models said for it

- "Elastic covers core APM needs for budget-conscious teams as a free and open-source, self-hostable option" (Claude Haiku 4.5, APM)
- "consider Grafana + Prometheus + Loki or a self‑managed Elastic deployment" (MiniMax M2.5, Observability)
- "like Grafana Cloud, Elastic APM, or even New Relic" (DeepSeek V4 Flash, APM)

## And against it

- "Good detection (98-99%) but 12-27 false positives; higher operational costs." (Grok 4.1 Fast, Endpoint protection)
- "custom with Elastic, but not ideal for 500 users" (Grok 4.1 Fast, DLP)
- "Cheaper, but high maintenance" (DeepSeek V4 Flash, Observability)

## 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.