Full side-by-side scores, feature matrix, and verdict.
| Feature | MachineMetrics | Augury |
|---|---|---|
| Monitoring & Architecture | ||
| Vibration Monitoring High-frequency vibration data |
✓ Yes | ✓ Yes - Comprehensive |
| CNC Protocol Support Native machine protocols |
✓ Yes - Extensive | — — |
| Edge Processing Local data processing |
✓ Yes - Edge Hardware | — — |
| Open API Developer access |
✓ REST & GraphQL | — — |
| Commercial Terms | ||
| Pricing Cost structure |
◑ Custom/Volume-based | — Enterprise custom only |
| Hardware Ownership Equipment model |
— SaaS Subscription | — SaaS subscription |
| Minimum Order Entry requirement |
— — | — Enterprise minimum |
| AI & Sensing | ||
| Vibration Monitoring Multi-spectrum vibration analysis |
✓ Yes | ✓ Yes - Comprehensive |
| AI Diagnostics Machine learning fault detection |
— — | ✓ Yes |
| Analyst Validation Expert human review |
— — | ✓ CAT III/IV Analysts |
| Ultra-Low RPM 1–150 RPM asset monitoring |
— — | ✓ Yes - Industry First |
MachineMetrics is the right choice for enterprise discrete manufacturers needing deep CNC integration, vibration monitoring, and developer-extensible APIs. Not recommended for cost-sensitive SMBs as a first monitoring tool.
Augury is the best pure machine health AI platform reviewed, and effectively unavailable to organizations without enterprise reliability programs and dedicated budgets. For teams that qualify, the ROI documentation (5–20x) is among the strongest in the category.