Compare providers
Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.
| Dimension | Databricks Mosaic AI | Amazon Bedrock |
|---|---|---|
| Overall | 7.1 | 7.8 |
| Capability fit | 8.4 | 8.8 |
| Price / performance | 4.8 | 6.0 |
| Latency / reliability | 8.5 | 9.2 |
| Developer & agent DX | 6.8 | 6.8 |
| Privacy / data retention | 8.2 | 9.0 |
| Lock-in risk (higher = worse) | 7.8 | 7.0 |
| Maturity / track record | 8.8 | 9.6 |
| Pricing | As of 2026-09-14: Lakehouse-native model training/serving billed via Databricks DBUs + cloud compute. Foundation Model Serving and Mosaic tooling sit inside Databricks contracts — … | Pay-per-token for Claude, Llama, Amazon, Cohere, etc.; Provisioned Throughput for steady load. AWS marketplace billing. |