Tool comparison
Choose the database optimization tool type that matches the risk.
Small teams should not start with the most complex platform. Start with evidence, then decide whether you need monitoring, expert review, or a bigger database plan.
| Tool type | Best for | Risk |
|---|---|---|
| Audit tool | One-time evidence review and prioritized next steps. | Low when read-only. |
| Monitoring platform | Ongoing production observability and alerting. | Setup and noise can be heavy for small teams. |
| Automatic optimizer | Highly mature teams with controlled rollout systems. | High if it changes production without review. |
| Consulting service | Teams that need a person to own the change plan. | Quality depends on evidence and reviewer expertise. |