# AWS Data Pipeline: 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/aws-data-pipeline

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ETL and ELT](https://www.gane.ai/index/it/it-data/etl-and-elt/index.md) | 0% | 45 | 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 | 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 | 1 | 0 | 1 |
| 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 AWS Data Pipeline, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- hevodata.com: 2
- airbyte.com: 1
- alphabytesolutions.com: 1
- cloverdx.com: 1
- cs.put.poznan.pl: 1
- datachannel.co: 1
- datacoves.com: 1
- fivetran.com: 1
- github.com: 1
- help.alteryx.com: 1

### Pages cited

- http://cs.put.poznan.pl/rwrembel/ETL-open-issues.pdf: 1
- https://airbyte.com/compare/airbyte-vs-talend: 1
- https://airbyte.com/top-etl-tools-for-sources/etl-tools: 1
- https://alphabytesolutions.com/etl-best-practices-for-enterprise-data-integration: 1
- https://cloverdx.com/blog/the-hidden-costs-of-cloud-only-etl-why-hybrid-architectures-are-surging-in-2026: 1
- https://datachannel.co/blogs/top-15-etl-tools: 1
- https://datacoves.com/post/no-code-etl-tools: 1
- https://fivetran.com/blog/how-to-avoid-elt-and-etl-pitfalls: 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.