# Astronomer Astro: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 13 judge labels across 1 categories by 6 of 12 models. Page: https://it-ai-index.com/vendors/astronomer-astro/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Workflow orchestration | 0% | 16 | 8% | 13 |

## What the models said for it

- "Only choose Airflow if you are willing to pay for a managed SaaS provider like Astronomer" (Gemini 3.5 Flash, Orchestration)
- "look at modern, lightweight, or fully managed alternatives (like Dagster, Prefect, or Astro)" (Gemini 3.5 Flash, Orchestration)

## And against it

- "Managed (Astronomer/MWAA) $1,500+/month—skip those." (Grok 4.1 Fast, Orchestration)

## Record

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