Full side-by-side scores, feature matrix, and verdict.
| Feature | MachineMetrics | Ignition by Inductive Automation |
|---|---|---|
| Monitoring & Architecture | ||
| Vibration Monitoring High-frequency vibration data |
✓ Yes | — — |
| CNC Protocol Support Native machine protocols |
✓ Yes - Extensive | — — |
| Edge Processing Local data processing |
✓ Yes - Edge Hardware | — — |
| Open API Developer access |
✓ REST & GraphQL | ✓ Yes - Extensive |
| Commercial Terms | ||
| Pricing Cost structure |
◑ Custom/Volume-based | — — |
| Hardware Ownership Equipment model |
— SaaS Subscription | — — |
| Platform | ||
| PLC Integration Device connectivity |
— — | ✓ 300+ native drivers |
| Open API External integration |
✓ REST & GraphQL | ✓ Yes - Extensive |
| Unlimited Licensing Cost model |
— — | ✓ Unlimited clients/tags/devices |
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.
Ignition is the right choice for organizations needing maximum integration breadth, unlimited licensing, and on-premise control, and that have the engineering resources to build custom monitoring applications on top.