Key Takeaways: MachineMetrics excels at CNC machine data collection and spindle utilization analytics — genuinely strong machine connectivity and OEE data quality. The gap: no CMMS, no automated work order from OEE events, and no maintenance execution capability. Fabrico delivers everything MachineMetrics provides plus the maintenance-production action loop that MachineMetrics fundamentally cannot close.
MachineMetrics built its market position on a specific strength: high-quality CNC machine data. Its connectivity to Fanuc, Mitsubishi, Siemens SINUMERIK, and Haas controllers is among the best in the OEE market. For CNC machining operations where spindle utilization analytics and machine-level performance data are the primary requirements, MachineMetrics is a strong platform.
The fundamental limitation: MachineMetrics was built as a machine monitoring platform. When it detects an OEE loss, the action loop ends at the alert. There is no CMMS. No automated maintenance work order. No field-ready mobile execution platform for technicians. No AI Agent to identify bad actor assets. No computer vision for micro-stop capture.
For manufacturers who need production performance connected to maintenance action — which is most manufacturers — this gap is operational rather than cosmetic.
| Capability | Fabrico | MachineMetrics |
|---|---|---|
| Real-time OEE Monitoring | ✅ Full Six Big Losses | ✅ Strong machine data |
| CNC/Machining connectivity | ✅ MTConnect, OPC-UA, FOCAS | ✅ Market leader for CNC |
| Non-CNC manufacturing types | ✅ All process and discrete types | ⚠️ Strongest for CNC environments |
| Integrated CMMS | ✅ Native field-ready mobile | ❌ No CMMS capability |
| Automated OEE → Work Order | ✅ Under 60 seconds | ❌ Not available |
| Computer Vision (micro-stops) | ✅ Inefficiencies Zoom-In | ❌ Not available |
| AI Agent (bad actors + PM optimization) | ✅ Fabrico AI Agent | ⚠️ Analytics focus only |
| Fabrico Assistant (machine manual AI) | ✅ Native | ❌ Not available |
Manufacturers who deploy MachineMetrics and need maintenance management (which is most manufacturers) face the two-tool cost calculation:
MachineMetrics + separate CMMS combination:
Fabrico for the same scope:
Fabrico's integrated approach is consistently 20–40% lower total cost — while delivering native integration that MachineMetrics + CMMS combination cannot replicate regardless of cost.
Choose MachineMetrics when:
Choose Fabrico when:
The combination of MachineMetrics + separate CMMS costs more, delivers less integration depth, and requires ongoing maintenance of a two-system data architecture. For manufacturers making a platform decision in 2026, Fabrico's integrated approach is the superior choice for operations where maintenance execution matters as much as production monitoring.