# AlloyDB for PostgreSQL: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 13 judge labels across 1 categories by 9 of 12 models. Page: https://it-ai-index.com/vendors/alloydb-for-postgresql/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Managed relational databases | 2% | 9 | 0% | 13 |

## What the models said for it

- "Start with AWS RDS/Aurora or Google Cloud SQL for balance—proven for companies your size." (Grok 4.1 Fast, Managed databases)
- "high-performance, fully PostgreSQL-compatible service designed for heavy transactional and analytical (HTAP) workloads" (Gemini 3.5 Flash, Managed databases)
- "Best for: GCP-native companies with heavy analytical or hybrid transactional/analytical (HTAP) workloads." (Gemini 3.5 Flash, Managed databases)
- "High‑throughput PostgreSQL with read‑pool scaling: AlloyDB" (GLM 4.7 FlashX, Managed databases)

## 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.