# Grafana: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 6 judge labels across 2 categories by 6 of 12 models. Page: https://gtm-ai-index.com/vendors/grafana/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Dashboards and data visualization | 0% | 14 | 0% | 5 |
| Data warehouse and reverse ETL for marketing | 0% | 54 | 0% | 1 |

## What the models said for it

- "Metrics/monitoring (time-series data) | Free self-hosted | Dev-focused; less for general BI." (Grok 4.1 Fast, BI & dashboards)
- "Grafana if your focus is time-series and observability." (GLM 4.7 FlashX, BI & dashboards)
- "Grafana is better for time-series operations dashboards" (Claude Haiku 4.5, BI & dashboards)

## The company

Grafana; https://grafana.com. From Wikidata, fetched 2026-09-14.

## Record

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