# Meltano: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 12 models. Page: https://gtm-ai-index.com/vendors/meltano/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data warehouse and reverse ETL for marketing | 0% | 87 | 100% | 1 |

## And against it

- "Tools like Airbyte Open Source or Meltano are free but require engineering time" (Qwen 3.7 Flash, Warehouse & ETL)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.