# Grafana Alloy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/grafana-alloy

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telemetry pipelines](https://www.gane.ai/index/it/operations/telemetry-pipelines/index.md) | 0% | 16 | 0% | 12 |

## What the models said for it

- "Grafana Alloy is ideal if you're already invested in the Grafana ecosystem" (Kimi K2, Telemetry pipelines)
- "Choose Grafana Alloy if: Your infrastructure heavily uses the Grafana stack" (Gemini 3.5 Flash, Telemetry pipelines)
- "favor Alloy when Grafana/Prometheus integration is central" (GPT-6 Luna, Telemetry pipelines)
- "Alloy is an OTel-compatible collector that's easy to self-host" (Grok 4.20, Telemetry pipelines)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Grafana Alloy, from 29 of the 31 answers that named it (only the models that return a source list).

### Domains cited

- grafana.com: 17 (its own site)
- opentelemetry.io: 16
- github.com: 15
- mezmo.com: 13
- nxlog.co: 12
- cribl.io: 11
- chronosphere.io: 10
- vector.dev: 7
- linkedin.com: 6
- sourceforge.net: 6

### Pages cited

- https://github.com/XUanhoa04/aiops-engineering-handbook/blob/main/docs/en/02-opentelemetry/README.md: 9
- https://mezmo.com/blog-topics/telemetry-pipeline: 9
- https://nxlog.co/news-and-blog/tags/telemetry-pipeline-management: 7
- https://opentelemetry.io/docs/collector: 7
- https://sourceforge.net/software/telemetry-pipelines: 6
- https://chronosphere.io/learn/telemetry-pipeline-operational-guide: 5
- https://chronosphere.io/wp-content/uploads/2024/04/CTP-main-Technical-Brief-Chronosphere-Telemtry-Pipeline-V5-digital-colors.pdf: 5
- https://github.com/topics/telemetry-pipeline: 5

## In its own words

What Grafana Alloy's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Monitor (https://grafana.com/integrations/)
- Free plan or trial: The Free Forever plan; Get started free; Jump right in, no registration required. (https://grafana.com/)
- Certifications: FedRAMP, PCI DSS, GDPR, SOC 2, ISO 27001
- Customers named: BlackRock, Pegasystems, Lovable, LATAM Airlines, Delivery Hero, ASOS, Sailpoint, Mux

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.