The best machine monitoring software for a CNC job shop in 2026 is MachineMetrics or Datanomix, which read cycle times and part counts straight from the machine control with no operator input. For mixed or older equipment, Guidewheel and Amper read each machine’s electrical power with non-invasive sensors and need no control access. If you want a published price, Evocon starts at $189 per machine per month and Vorne XL at $4,490 once, with no subscription.
Morsa publishes this guide and appears in it. We put it where it honestly fits, and every competitor fact comes from the vendor’s own website, checked 24 September 2026.
Quick answer
CNC job shop that wants utilization without operator input: MachineMetrics or Datanomix (quote only, priced per machine).
Mixed, older machines and no IT help: Guidewheel or Amper (electrical sensors on each machine; quote only).
A price you can budget today: Evocon ($189 to $379 per machine per month) or FactoryWiz ($2,310 per machine, perpetual).
One line, one scoreboard, no subscription: Vorne XL ($4,490 to $4,990 per unit, 90-day free trial).
Monitoring tells you a machine stopped. Getting the parts, the people and the schedule moved is a different job. If that is where your plant loses hours, Get your free Manufacturing AI Profitability Plan.
In this guide
What is machine monitoring software?
How does machine monitoring software connect to machines?
What changed in machine monitoring software in 2026?
What are the 12 best machine monitoring software tools in 2026?
How do the machine monitoring tools compare?
How much does machine monitoring software cost for 10 machines?
Why doesn’t monitoring fix downtime on its own?
Where does Morsa fit with machine monitoring?
How did we choose these tools?
What is the bottom line?
What is machine monitoring software?
Machine monitoring software collects run, idle and down states, part counts and cycle times from production equipment and turns them into live dashboards, alerts and history. MachineMetrics defines it for CNC equipment as “the process of tracking and analyzing real-time data from CNC machines and discrete manufacturing equipment to improve efficiency and productivity.”
Most tools compute OEE (availability x performance x quality) from those signals. How the score is calculated, and why an honest one sits far below 85%, is in our OEE guide. Evocon’s benchmark of 3,500+ machines in 50+ countries, May 2023 to June 2024, found average scores peaking between 55% and 60% OEE and “roughly 6%” of organizations at 85% or above (Evocon, updated 26 June 2026).
Monitoring is not predictive maintenance software, which forecasts failures from vibration and temperature, and it is not an MES, which runs work orders (what is an MES system). It tells you what each machine is doing and why it stopped.
How does machine monitoring software connect to machines?
Four ways, and the choice decides which vendor fits.
Direct from the control. MachineMetrics lists “MTConnect, Fanuc, OPC-UA, UMATI, Mitsubishi, Citizen, Haas, Heidenhain, Siemens Sinumerik, Modbus, and Ethernet IP.” This gives cycle times, part counts and alarms with no operator input.
Clamp-on current sensors. Guidewheel’s sensors “clip on in minutes and read the electrical heartbeat of every machine.” Amper uses “universal IoT sensors that work on virtually any machine, regardless of age or brand.” This works on old machines and needs no PLC access, but it sees power draw, not the program.
A wired sensor to a device. Vorne XL takes “one or two sensor inputs from an existing machine photo-eye, relay, proximity switch, or encoder.”
Operator entry. A tablet or sheet for counts and downtime reasons. It is still the default: IoT Analytics reported on 15 December 2025 that 54% of plants in 2024 used pen, paper or spreadsheets to manage operations and “just 8% of plants use a commercial MES today.”
What changed in machine monitoring software in 2026?
Two vendors changed hands. Amper is part of ECI Software Solutions, and the old amper.xyz pricing page now redirects to ECI. FactoryWiz’s site says “FactoryWiz and Maintimizer have merged to become Celsus Software.”
AI arrived in the dashboards. Shoplogix sells Pulse AI, “the AI Assistant for manufacturing”; Worximity’s Enterprise plan adds “Access to select AI-powered opportunities for improvement”; Guidewheel now calls itself “the data and intelligence layer for the next era of manufacturing.”
The data problem did not go away. Rockwell Automation’s survey of 1,560 manufacturing decision makers in 17 countries, released 14 July 2026, found 93% have an MES but only 23% report full integration, and “43% acknowledge they are not effectively using their collected data.” More plants now collect machine data than act on it.
What are the 12 best machine monitoring software tools in 2026?
Ranked for a plant of 20 to 200 machines. Morsa comes last because it acts on what monitoring shows and is not a monitoring product.
1. MachineMetrics
Quick overview: CNC machine monitoring with “real-time manufacturing production data, instant notifications, as well as historical analytics,” plus an Intelligent MES tier with ERP integration and scheduling.
Best for: CNC job shops and contract machinists with modern controls.
Pros: The broadest control protocol list here; unlimited users; the Edge device reads “digital and analog I/O for machines without a standard connectivity option.”
Cons: No public price; the vendor says pricing is volume based, so a small shop pays more per machine.
Pricing: Quote only; Core Platform, Intelligent MES and Enterprise plans.
Source: machinemetrics.com/pricing
2. Datanomix
Quick overview: Production monitoring built on “No Operator Input,” connecting to Fanuc, Haas, DMG Mori, Okuma, Mazak and, through sensors or current draw, legacy equipment.
Best for: Machine shops that want utilization gains without adding data entry.
Pros: Pricing per machine, not per user, with unlimited accounts. At Coastal Machine and Supply, utilization on a DMG MORI DMC 85 five-axis rose 46% from the start of 2026 to mid-March, per Modern Machine Shop on 24 April 2026.
Cons: No public price; built for CNC, less for process lines.
Pricing: Quote only; “per machine per year, not per user.”
Source: datanomix.io/production-monitoring
3. Guidewheel
Quick overview: Clip-on sensors that read machine power, with a claim of “Install and start seeing insights in a single day” and “500+ leading manufacturers” as customers.
Best for: Process and consumer-goods plants with mixed equipment and little IT support.
Pros: No PLC access needed; named customer results on its site, such as Penn Color’s “+35% Increase in asset utilization in 6 months.”
Cons: Power draw shows run and stop, not program-level detail; no public price.
Pricing: Quote only; “we price per machine and per site.”
Source: guidewheel.com/pricing
4. Evocon
Quick overview: OEE and machine monitoring with its own IIoT device, “only a few days to implement,” and a 30-day free trial.
Best for: Plants that want a published per-machine price and a simple OEE screen.
Pros: Transparent price list; unlimited users; implementation support and training included.
Cons: Sensors, cables, displays, integrations and custom work cost extra.
Pricing: Per machine per month: Basic $219 (1-year) or $189 (3-year); Professional $289 or $249; Enterprise $379 or $319; IIoT device $24 or $19 a month.
Source: evocon.com/pricing
5. Vorne XL
Quick overview: “A standalone device that includes I/O to communicate with your process, a scoreboard for your operators, and built-in reporting for your managers.”
Best for: A single line or bottleneck machine that needs a visible scoreboard and OEE fast.
Pros: No recurring fees or contracts; unlimited users; “no changes to your PLC code”; 90-day free trial.
Cons: One device per process, so a large fleet costs more up front than a subscription.
Pricing: One-time per unit: XL Touch $4,990; XL HD+ $4,690; XL810-1 $4,490; volume discounts available.
Source: vorne.com/products/models
6. FactoryWiz (Celsus Software)
Quick overview: Machine monitoring and DNC sold as a one-time perpetual license with “Live OEE/Uptime Tracking,” alerts, preventive maintenance scheduling and an open API.
Best for: Shops that want to own the software and keep the data on site.
Pros: “No Subscription, Ever”; DNC file transfer included; volume pricing from 15 machines.
Cons: The vendor notes “pricing may vary based on your setup”; the brand is moving to Celsus Software after a merger.
Pricing: $2,310 per machine, perpetual license.
Source: factorywiz.com/pricing
7. FourJaw
Quick overview: Machine monitoring with a MachineLink IoT device per machine and an optional 4G connection.
Best for: UK and European machine shops that want a published price and hardware bundled.
Pros: Pro includes the MachineLink hardware and operator tablets; discounts reach “up to 40% off” on larger orders.
Cons: Five-machine minimum; priced in pounds; no free trial stated.
Pricing: Per machine per month: Standard £72 billed annually or £90 monthly, plus £200 per MachineLink; Pro £144 annually or £180 monthly, hardware included. The same page also says Pro “starts from £10,475 / per year” for the first 5 machines, so confirm the total.
Source: fourjaw.com/pricing
8. Worximity
Quick overview: Real-time production monitoring with downtime management and eight optional modules, including Quality, Yield and BI.
Best for: Plants that want monitoring installed quickly, with a trial first.
Pros: “Installation usually takes 1 hour per machine”; 30-day trial.
Cons: The page does not state the billing period for its per-machine price; 2 to 4 weeks lead time.
Pricing: “From $300 USD /machine” on Starter, Pro and Enterprise; monthly, 1-year and 3-year terms.
Source: worximity.com/pricing
9. Amper (ECI Software Solutions)
Quick overview: “Production monitoring and intelligence platform designed for manufacturers,” using “non-invasive electrical sensors” with setup in “minutes” and “no interruption to production.”
Best for: Job shops, OEMs and contract manufacturers, especially those already on an ECI ERP.
Pros: Works on “virtually any machine, regardless of age or brand”; links jobs and parts from the ERP to machine signals; a free trial pilot.
Cons: No public price; power-draw sensing shows run and stop, not program detail.
Pricing: Quote only.
Source: ecisolutions.com/products/amper and Amper features
10. MingoSmartFactory
Quick overview: “Collect data automatically from any machine new or old” with real-time OEE, downtime detection, scheduling and a quality module on higher tiers.
Best for: Stamping, injection molding and food plants replacing whiteboards.
Pros: Unlimited users; fixed-fee pricing the vendor calls “very transparent”; named results such as Versatech “Increased OEE 30%.”
Cons: Prices sit behind a form; licensing, hardware and implementation are billed separately.
Pricing: Quote on request; “Licensing per site per year,” plus hardware and implementation fees.
Source: mingosmartfactory.com/pricing
11. Tulip
Quick overview: A frontline operations platform whose machine monitoring connects to “machine and PLC data over native OPC UA or MQTT” and routes “alerts the moment a line goes down.”
Best for: Plants that want monitoring inside custom operator apps for quality and assembly.
Pros: Monitoring and operator apps in one platform; a published price.
Cons: Priced per interface (a device running apps), not per machine; 10-interface minimum; needs configuration.
Pricing: Essentials $100 per interface per month billed annually; Professional $250; Enterprise and Regulated custom.
Source: tulip.co/plans
12. Morsa
Quick overview: Morsa is not a machine monitoring product. It is the AI that operates the factory for you: it runs the daily operations work that makes a plant more money, on top of the monitoring, ERP and MES the plant already runs. For monitoring, Morsa acts on a stop. It works out which jobs the machine was carrying, gets the planner to reschedule them, chases the parts, and gets the right people moving through WhatsApp, Teams, email or whatever the plant uses.
Best for: Mid-market and enterprise plants that already see their downtime but still lose the hours after it.
Pros: Works alongside any tool above; no new software for the floor; cloud, private cloud or fully on-premise. J4S, a 120-person glass plant, went live on Morsa in two days.
Cons: Does not collect machine data, so you need a monitoring tool or an MES; starts with a pilot on one live problem, not a self-serve trial; no public price list.
Pricing: A pilot on one live problem first, free when no implementation work is needed; Morsa’s fee is a share of the value created, agreed after the pilot.
Source: morsa.ai and the J4S story
Also considered. Shoplogix and Redzone bundle monitoring with frontline workflows and are quote only. Redzone says “Pricing is tiered to factory size and deployment plan.” Monitoring is one module among many in each, so they sit outside the ranked list.
How do the machine monitoring tools compare?
Tool | Best for | Pricing (24 Sep 2026) |
|---|---|---|
MachineMetrics | CNC shops, modern controls | Quote only |
Datanomix | CNC utilization, no operator input | Quote only, per machine per year |
Guidewheel | Mixed and older equipment | Quote only, per machine and site |
Evocon | A published per-machine price | $189 to $379 per machine per month |
Vorne XL | One line, one scoreboard | $4,490 to $4,990 once per unit |
FactoryWiz | Owning the license | $2,310 per machine, perpetual |
FourJaw | UK and EU shops, hardware bundled | £72 to £180 per machine per month |
Worximity | Fast installs | From $300 per machine |
Amper | ECI ERP shops | Quote only |
MingoSmartFactory | Replacing whiteboards | Quote on request, per site per year |
Tulip | Monitoring inside operator apps | $100 to $250 per interface per month |
Morsa | Acting on downtime | Pilot first, then share of value |
How much does machine monitoring software cost for 10 machines?
Between about $23,000 and $75,000 over three years for the dollar-priced tools at published list prices, before sensors and installation. The worked comparison below uses each vendor’s own figures from 24 September 2026 for 10 machines over 36 months.
Tool and plan | 3-year cost, 10 machines | Not included |
|---|---|---|
FactoryWiz perpetual | $2,310 x 10 = $23,100 once | Hardware; price “may vary” |
FourJaw Standard, annual | £72 x 10 x 36 + £200 x 10 = £27,920 | 4G at £14 per machine per month |
Tulip Essentials, 10 interfaces | $100 x 10 x 36 = $36,000 | Edge devices; interfaces are not machines |
Vorne XL810-1 | $4,490 x 10 = $44,900 once | Sensors and wiring |
FourJaw Pro, annual | £144 x 10 x 36 = £51,840 | 4G at £14 per machine per month; Pro also listed from £10,475 a year for 5 machines |
Evocon Basic, 3-year terms | ($189 + $19 device) x 10 x 36 = $74,880 | Sensors, cables, displays, integrations |
Against downtime, all of these are small. Siemens’ True Cost of Downtime 2024, 181 interviews at large plants from April 2019 to March 2023, puts a lost hour at $36,000 in fast-moving consumer goods and $2.3 million in automotive, with the average large plant losing 27 hours a month. At the FMCG rate, the most expensive option in the table, $74,880, equals about two hours of downtime at a large plant. Smaller plants lose less per hour, so run the same sum with your own hourly figure.
Why doesn’t monitoring fix downtime on its own?
A dashboard shows the stop. Someone still has to act on it. Siemens found large plants now suffer 25 downtime incidents a month, down from 42 in 2019, yet unplanned downtime still costs the world’s 500 largest companies $1.4 trillion a year, 11% of revenue. Plants cut the number of stops, but each lost hour now costs more, so Siemens found total losses still rising.
Most of the cost lands outside the machine. NIST’s survey of US discrete manufacturers (AMS 100-34, June 2020, 2016 data) put preventable maintenance losses at $119.1 billion a year. Only $18.1 billion was downtime itself. Most of it, $100.2 billion, was “lost sales from delays and defects.”
Evan Doran of Modern Machine Shop put what monitoring bought Coastal Machine and Supply plainly: “The real-time performance monitoring lets shop staff know if the machine stops during a lights-out period” (Modern Machine Shop, 24 April 2026). The shop’s utilization gain came when it also reorganized fixtures and tooling around what it saw. For repeat stops, see root cause analysis tools.
DETECTION VS RESPONSE
Plants see more of their downtime. They still pay for it.
25
downtime incidents a month per large plant, down from 42 in 2019
Siemens, True Cost of Downtime 2024
$1.4T
a year lost to unplanned downtime by the world's 500 largest companies, 11% of revenue
Siemens, True Cost of Downtime 2024
43%
of manufacturers say they are not effectively using the data they collect
Rockwell Automation, 14 July 2026, 1,560 respondents
Siemens figures are from 181 interviews, April 2019 to March 2023 (vendor research). Rockwell is a vendor survey across 17 countries.
Where does Morsa fit with machine monitoring?
Morsa is the AI that operates the factory for you: it runs the daily operations work that makes a plant more money, in procurement, supply chain, logistics, scheduling, quality and coordination, on top of the systems the plant already runs. Monitoring tells you a machine is down. Morsa works out what the stop does to today’s jobs and gets it handled.
What Morsa runs. When the monitoring tool or MES reports a stop, Morsa checks which orders the machine was carrying, which ship dates they threaten, and what can move: another machine, another shift, a supplier pull-in. It asks the right supervisor, planner or buyer through the channel they already use, records the decision, and updates the ERP.
What changed at J4S. At J4S, a 120-person glass plant, on-time completion of operational commitments went from about 30% to about 75% in the first four weeks. It was live in two days, with no new software, no migration and no training. Anil Kohli, Production Head at J4S: “Our people don’t have to learn any new software. People just message the way they always have. Morsa coordinates all the messages in the background.” Read the J4S story. How floor systems fit together is in shop floor management software. To see what this would be worth at your plant, Get your free Manufacturing AI Profitability Plan.
How did we choose these tools?
We read every vendor page on 24 September 2026 and applied four tests. The product must collect machine state automatically, not only from operator entry. It must be sold today under the name listed. The price is the vendor’s published figure or “quote only,” never a review site. And we ranked by fit for a plant of 20 to 200 machines, weighting how fast it connects mixed equipment and whether the price is public.
We also read the pages that rank for this search today. None gave a dated per-vendor price. One “7 best” list named no other vendors, and another listed ten with generic price ranges but no per-vendor figures. For the maintenance side, see total productive maintenance.
What is the bottom line?
Pick MachineMetrics or Datanomix for CNC shops with modern controls, Guidewheel or Amper for mixed equipment without IT, Evocon or FactoryWiz if you need a published price today, and Vorne XL for a single line that needs a scoreboard without a subscription. Budget $23,000 to $75,000 over three years for 10 machines at list prices. Then decide who acts on each stop, because the monitoring tool will not reschedule the jobs, chase the parts or call the people. If that is where your hours go, Get your free Manufacturing AI Profitability Plan.
Sources
MachineMetrics, CNC Machine Monitoring Software and Pricing, read 24 September 2026, machinemetrics.com/machine-monitoring, machinemetrics.com/pricing
Datanomix, Production Monitoring, read 24 September 2026, datanomix.io
Guidewheel, home and Pricing, read 24 September 2026, guidewheel.com, guidewheel.com/pricing
Evocon, home, Pricing and World-class OEE: industry benchmarks from more than 50 countries (23 July 2024, updated 26 June 2026), evocon.com/pricing, evocon.com benchmarks
Vorne Industries, home and XL models, read 24 September 2026, vorne.com, vorne.com/products/models
FactoryWiz, Machine Monitoring & DNC Pricing, read 24 September 2026, factorywiz.com/pricing
FourJaw, Pricing, read 24 September 2026, fourjaw.com/pricing
Worximity, Pricing, read 24 September 2026, worximity.com/pricing
ECI Software Solutions, Amper, read 24 September 2026, ecisolutions.com
MingoSmartFactory, home and Pricing, read 24 September 2026, mingosmartfactory.com
Tulip, Machine Monitoring and Plans, read 24 September 2026, tulip.co machine monitoring, tulip.co/plans
Shoplogix, home and Pricing; Redzone, Pricing, read 24 September 2026, shoplogix.com, rzsoftware.com/pricing
Modern Machine Shop, Evan Doran, Machine Monitoring Boosts Five-Axis Utilization by 46%, 24 April 2026, mmsonline.com
Siemens, The True Cost of Downtime 2024, 181 interviews, April 2019 to March 2023 (vendor research), siemens.com PDF
NIST, Thomas and Weiss, Economics of Manufacturing Machinery Maintenance, AMS 100-34, June 2020, nvlpubs.nist.gov
IoT Analytics, Anand Taparia, MES vendors replace pen, paper, and spreadsheets, 15 December 2025, iot-analytics.com
Rockwell Automation, 93% of Manufacturers Have MES, But Only 23% Have Fully Integrated It, 14 July 2026, rockwellautomation.com
Morsa, J4S customer story, /customers/j4s
Changelog
24 September 2026: Morsa’s entry now names mid-market and enterprise plants. Morsa is now described as the AI that operates the factory for you, and its entry, section and FAQ say what Morsa runs rather than what it builds.
24 September 2026: first published. Twelve entries with published prices checked on each vendor’s site, a 10-machine three-year cost table, and the evidence on detection versus response.
