# Flo: 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/flo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workflow orchestration](https://www.gane.ai/index/it/it-data/workflow-orchestration/index.md) | 0% | 100 | 100% | 1 |

## And against it

- "they moved away from Luigi (and their Java equivalent, Flo) in 2019" (Kimi K2, Orchestration)

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

### Domains cited

- airbyte.com: 1
- alibabacloud.com: 1
- app.readthedocs.org: 1
- azkaban.github.io: 1
- azkaban.readthedocs.io: 1
- datachannel.co: 1
- docs.aws.amazon.com: 1
- en.wikipedia.org: 1
- engineering.atspotify.com: 1
- getorchestra.io: 1

### Pages cited

- https://airbyte.com/data-engineering-resources/luigi-python-data-pipeline: 1
- https://alibabacloud.com/blog/deploy-and-run-azkaban-on-alibaba-cloud_598119: 1
- https://app.readthedocs.org/projects/luigi/downloads/pdf/stable: 1
- https://azkaban.github.io/: 1
- https://azkaban.readthedocs.io/: 1
- https://datachannel.co/blogs/top-7-data-orchestration-tools-2024: 1
- https://docs.aws.amazon.com/emr/latest/ReleaseGuide/emr-oozie.html: 1
- https://docs.aws.amazon.com/emr/latest/ReleaseGuide/emr-oozie.md: 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.