Jinesh
June 14, 2025

Machine Monitoring Software: Autobits Labs vs. Machine Metrics – A Complete Comparison

Machine monitoring software has become an integral part of any smart manufacturing environment today as it has improved productivity, reduced downtimes and advanced predictive maintenance capabilities. Autobits Labs and Machine Metrics are two of the leading players in this machine monitoring space, with confident capabilities for monitoring CNC’s and factory floor activity in real-time. That being said, they have differences in feature depth, customization, integration, and intelligence.

On this blog, we will compare Autobits Labs vs Machine Metrics, feature-by-feature, so you can decide what machine monitoring software works best for your manufacturing environment.

What is Machine Monitoring Software?

Machine monitoring software links directly to industrial machines (CNCs, lathes, etc.) and captures real-time performance measures. The information is analyzed for inefficiencies, utilization, and Overall Equipment Effectiveness (OEE). With machine monitoring software, you are prepared for Industry 4.0 and 5.0, whether you are managing a small workshop or a large factory.

Autobits Labs vs. Machine Metrics – Feature-by-Feature Comparison

Category	Parameter	Machine Metrics	Autobits Labs
Machine Compatibility	Legacy	✅	✅
	Siemens	✅ OEM license required	✅ Extra licence not required
	Fanuc	✅ OEM license required	✅ Extra license not required
	Haas	✅ OEM license required	✅ Extra license not required
	OPC-UA & MTConnect	✅ OEM license required	✅ Extra license not required
	Other	❌	✅ [Delta, Brother, Mazak]
	SPM Machine	❌	✅
	Furnaces	❌	✅
	Chinese Controller	❌	✅
Connectivity to Machine	Ethernet	✅	✅
	Digital Inputs	✅	✅
	Sensors	✅	✅
	Energy Meter	❌	✅
	Digital Gauge	❌	✅
	QR Scanner	❌	✅
	Fingerprint Reader	❌	✅
Platform	Cloud	✅	✅
	On-Premise	✅	✅
	iOS App	❌	✅
	Android App	✅	✅
Integration Time	Machine installation time	1 day	2 hours
	Implementation & Integration	4–5 days	2 days
Data	OEE	✅	✅
	Production Count	✅	✅
	Downtime	✅	✅
	Alerts & Alarms	✅	✅
	Spindle Load	❌	✅
	Cycle Time & Feedrate Analysis	❌	✅
	Tool Analysis	❌	✅
	Vibration Analysis	❌	✅
Data Security	ISO 27001 Compliant	✅	✅
	21 CFR	✅	✅
	Encryption	✅	✅
	Data Loss Prevention	❌	✅ Up to 30 days onboard storage
Reports & Dashboards	Auto-generate reports & Email delivery	✅	✅
	Customization of KPIs	❌	✅
	Customization of Look & Feel	❌	✅
	Create multiple dashboards	✅	✅
	Customize dashboard screens	❌	✅
Alerts	Performance & Downtime	✅	✅
	Machine Health & Conditions	✅	✅
	Alerts on Email, Telegram, Mobile App	❌	✅
Other	Program Transfer	❌	✅
	Downtime Tracking	✅	✅
	Predictive Maintenance	❌	✅
	Tamper-proof Setup	✅	✅

Autobits Labs – Deep Dive

Real-Time Monitoring Features

Autobits offers granular monitoring of:

Machine Status (Running, Idle, Alarm)
Cycle Information and recorded Program Names
Feedrate & Spindle Load
Tool Usage Monitoring
Alarm Logs & System Notices

Reports & Analytics

Autobits uses Artificial Intelligence to create tailored visual reports. It is possible to view performance, tool usage, and historical data through interactive dashboards.

Notable characteristics include:
Predictive scheduling for maintenance
Performance trend analysis
Changeover tracking
Machine-to-machine reports that are configurable

Predictive Maintenance

By utilizing predictive analytics, Autobits will assist you in scheduling maintenance before machine breakdowns. Users can log:

System changes (spindle load/time)
Scheduled work orders
Maintenance logs & alarms

Custom Alerts & Interlocks

The feature of machine interlocking provides a layer of oversight not permitted by many competitors. It guarantees that machines will only work under permitted conditions, which is helpful in the setting of quality and safety compliance.

Machine Metrics – Deep Dive

Machine Metrics is known for fast implementation and real-time visual dashboards. It operates with a focus on high transparency across the shop floor, enabling teams to take action quickly.

Core Features

Operator Tablets: Simple interfaces on the shop floor.
Real-Time Dashboards: Up to date machine utilization and downtime.
Alerts: Instant alerts to alleviate or remove unplanned stops.
Reporting: Granular, part-level data analytics and machine-level reporting.

Job Setup & Changeover

Machine Metrics enables tracking of job setups and changeovers, even for high-mix, low-volume operations.

OEE & Quality Tracking

It provides real-time reporting for:

OEE breakdowns (availability, performance, quality).
Quality and scrap tracking.
Job performance by part number.

Read: 5 Top-Rated OEE Tools Manufacturers Trust Most

Limitations

While Machine Metrics offers comprehensive dashboards and a quick setup, it does not provide machine interlocking or predictive maintenance with the detail and depth that Autobits does. Machine Metrics also does not have offline data collection capabilities.

Key Differentiators: Autobits Labs

Advantage	Benefit
Offline Data Storage	Keeps tracking even during internet outages
Machine Interlocking	Reduces human errors and unauthorized access
Highly Customizable	Adapts to unique workflows
AI-Powered Reporting	Advanced insights beyond traditional dashboards
Predictive Maintenance	Extends machine lifespan and reduces surprises

Which CNC Machine Monitoring Software Should You Choose?

Pick Autobits Labs If:

You want advanced analytics and custom reporting
Your shop has a mix of new and old machines
You’re looking for predictive maintenance
Offline data collection is important
You want interlocking to maintain machine controls and safety

Pick Machine Metrics If:

You want to start quickly and easily
You want operator dashboards
You want job-based detailed reporting
Your team wants real-time visual displays

Final Verdict: Why Autobit’s Machine Monitoring Software is the Smarter Choice

Both Autobits Labs and Machine Metrics have their own useful machine monitoring software. However, if you want depth, customization, and efficiency gains over the long run, Autobits Labs is the clear winner.

First, here’s why smart manufacturers pick Autobits Labs:

Supports All Machines: Autobits works with anything, regardless of age or brand.
Machine Interlocking for Safety & Compliance: Keep unauthorized operations in check and limit the risk of human error.
AI Reporting and Visual Dashboards: Go further into performance insights with advanced analytics tools.
Real Predictive Maintenance: Don’t just handle breakdowns before they happen, prevent breakdowns before they happen with alerts and maintenance deadlines that matter!
Off-line Data Storage: In case of connectivity issues, your data will stay consistent and available.
OEE Improvement of up to 25% Guaranteed: Experience real growth in productivity and profit.

Whether you are trying to prevent downtime, monitor your performance in real-time, or simply convert data into decisions, Autobits Labs provides a complete, future-proof monitoring solution for your factory, plant, or mill.

Ready to Transform Your Factory with Autobits Machine Monitoring Software?

Access hidden profits, minimize operating losses, and gain instant visibility into the operations on the shop floor.

Autobits Labs CNC machine monitoring software will give you the confidence to look ahead to a smart manufacturing future.

Click here for a Free Demo

Frequently Asked Questions (FAQs)

What is machine monitoring software?

Machine monitoring software can take and analyze real time machine data to increase productivity, track downtime and predict maintenance.

Can Autobits Labs work with older machines?

Yes, Autobits Labs can work with machines of any type, including legacy machines, by utilizing tailored connectivity options.

Does Machine Metrics offer predictive maintenance although other analytics and alerts?

No, Machine Metrics only provides analytics and alerts while Autobits Labs takes it a step further with predictive maintenance, alerts based on AI and scheduled alerts.

What is unique about Autobits’ Machine Interlocking?

With Machine Interlocking you can lock a machine automatically when certain criteria are met, such as if the machine goes into alarm, based on a shift, or if it is requested to be locked by an individual. Creating better compliance and safety when monitoring multiple machines.

Can both provide benefits to OEE?

Yes. Both platforms provide solutions to improve Overall Equipment Effectiveness (OEE) although Autobits Labs claims that if fully deployed they could have up to a 25% improvement.

Are these both based in the cloud?

Yes. All of their data is cloud supported. Autobits Labs provides options for offline data storage, ultimately being a more reliable solution in situations when your network goes down.

How do I know which platform is best for my factory?

Consider your needs. If you want an easier user interface, and a faster implementation, then go with Machine Metrics. If you desire depth, customization, and predictive analytics capabilities, then choose Autobits Labs.