# Managed Databases

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [MongoDB Atlas](https://www.vioscale.ai/software/mongodb-atlas) | 77.1 | 42% (low) | - |
| 2 | [Aiven](https://www.vioscale.ai/software/aiven) | 71.9 | 61% (medium) | - |
| 3 | [Amazon RDS](https://www.vioscale.ai/software/amazon-rds) | 71.9 | 60% (medium) | - |
| 4 | [CockroachDB](https://www.vioscale.ai/software/cockroachdb) | 60 | 48% (low) | - |
| 5 | [Redis Cloud](https://www.vioscale.ai/software/redis-cloud) | 53.6 | 75% (high) | - |
| 6 | [Azure SQL Database](https://www.vioscale.ai/software/azure-sql-database) | 47.4 | 34% (low) | - |
| 7 | [Timescale Cloud](https://www.vioscale.ai/software/timescale-cloud) | 46.3 | 44% (low) | - |
| 8 | [Google Cloud SQL](https://www.vioscale.ai/software/google-cloud-sql) | 44.3 | 36% (low) | - |

---
*Source: Vioscale (https://www.vioscale.ai/categories/managed-databases).*