# Databricks Mosaic AI: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 10 judge labels across 1 categories by 8 of 12 models. Page: https://it-ai-index.com/vendors/databricks-mosaic-ai/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ML platforms | 6% | 6 | 0% | 10 |

## What the models said for it

- "If you want one recommendation without more context, I'd pick Databricks Mosaic AI for a mid-sized B2B company" (Perplexity Sonar, ML platforms)
- "If you want a unified enterprise data + ML platform: Look at Databricks or your native cloud provider" (Gemini 3.5 Flash, ML platforms)
- "choose Databricks if you're building modern compound AI systems" (Claude Haiku 4.5, ML platforms)
- "the strongest default choice in the results is Databricks Mosaic AI Platform if your team is data-engineering-led" (Perplexity Sonar, ML platforms)

## 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.