# Fluentbit: 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/fluentbit

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Log management](https://www.gane.ai/index/it/operations/log-management/index.md) | 0% | 62 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| 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 Fluentbit, from 2 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- blog.jetbrains.com: 1
- coralogix.com: 1
- cribl.io: 1
- expanso.io: 1
- metoro.io: 1
- nxlog.co: 1
- parseable.com: 1
- thegeeksclub.com: 1
- wifitalents.com: 1

### Pages cited

- https://blog.jetbrains.com/teamcity/2026/10/cicd-pipeline-observability-tools: 1
- https://coralogix.com/guides/observability/observability-platforms: 1
- https://cribl.io/glossary/telemetry-pipeline: 1
- https://cribl.io/resources/comparison-guides/best-observability-pipeline-solutions-for-enterprise: 1
- https://cribl.io/resources/rpt/2026-trends-and-predictions-report: 1
- https://expanso.io/blog/data-pipeline-tools: 1
- https://metoro.io/blog/enterprise-observability-tools: 1
- https://nxlog.co/news-and-blog/tags/telemetry-pipeline-management: 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.