| Feature | MachineMetrics | Ndustrial |
|---|---|---|
| Monitoring & Architecture | ||
| Vibration Monitoring High-frequency vibration data |
✓ Yes | — Not Available |
| 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 | — — |
| Hardware Ownership Equipment model |
— SaaS Subscription | — — |
| Energy Intelligence | ||
| Power Monitoring Energy intensity tracking |
— — | ✓ Yes — Core |
| OEE Tracking Production effectiveness |
— — | ✓ Yes |
| Multi-Site Portfolio Cross-facility visibility |
— — | ✓ Yes |
| Vibration Monitoring Condition sensing |
✓ Yes | — Not Available |
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.
Ndustrial is the right choice for manufacturers under energy cost pressure who want to optimize energy intensity (cost per unit) alongside production performance, rather than treating energy and production as separate domains.