# the Grafana LGTM stack: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/the-grafana-lgtm-stack

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telemetry pipelines](https://www.gane.ai/index/it/operations/telemetry-pipelines/index.md) | 0% | 56 | 0% | 1 |

## What the models said for it

- "Best Free Option: OpenTelemetry Collector + Grafana LGTM Stack (Self-Hosted)" (DeepSeek V4 Flash, 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named the Grafana LGTM stack, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- algoramming.com: 1
- coralogix.com: 1
- devopsboys.com: 1
- devsecops.ae: 1
- firetiger.com: 1
- github.com: 1
- guance.com: 1
- iotdigitaltwinplm.com: 1
- linkmesh.io: 1
- meteorops.com: 1

### Pages cited

- https://algoramming.com/blogs/observability-startups-opentelemetry-budget: 1
- https://coralogix.com/guides/application-performance-monitoring/application-performance-monitoring-open-source-10-tools-to-know: 1
- https://devopsboys.com/tags/observability: 1
- https://devsecops.ae/observability-platforms-2026: 1
- https://firetiger.com/learning/observability-architecture/how-to-choose-an-observability-platform: 1
- https://github.com/XUanhoa04/aiops-engineering-handbook/blob/main/docs/en/02-opentelemetry/README.md: 1
- https://github.com/signoz: 1
- https://guance.com/learn/articles/log-shippers: 1

## 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.