Skip to main content
Shopping cart is empty
IoTFlows Logo
IoTFlows Logo
Sign In

Compare

Datanomix alternatives, compared from each vendor’s own pages

Seven options for CNC shops weighing Datanomix, from the networked CNCs to the machines without a network port. Every rating rests on the company’s own published facts.

Score them yourself

Filters drawn from each company’s ratings below, from its own published facts.

The short answer

Which alternative fits your shop? Start with the machines that aren’t networked.

  • 01

    Need program and alarm data from every control?

    Datanomix connects to CNC controls over Ethernet, Wi-Fi or serial, and MachineMetrics reads them natively.[4],[15] IoTFlows reads them on Enterprise, through its edge device.

    Best fitDatanomixDatanomixMachineMetricsMachineMetricsIoTFlowsIoTFlows
  • 02

    Running older or manual machines too?

    A sensor reads a 1990s lathe or a manual mill from the outside. Datanomix’s own table: current draw on legacy equipment gives machine state only.[1]

    Best fitIoTFlowsIoTFlowsAmper (ECI)Amper (ECI)GuidewheelGuidewheelFourJawFourJaw
  • 03

    Want maintenance and spare parts in one system?

    Maintain and Inventory come on the same platform. Datanomix shows planned maintenance on a dashboard and connects to a CMMS; its inventory covers tooling.[7],[8],[9]

    Best fitIoTFlowsIoTFlows
  • 04

    Want a price before the demo?

    All four publish prices on their own sites.[35],[38],[45] Datanomix prices per machine per year, with unlimited users, and publishes no number.[1]

    Best fitIoTFlowsIoTFlowsEvoconEvoconVorneVorne XLFourJawFourJaw
  • 05

    Need a schedule for the floor?

    MachineMetrics sells drag-and-drop scheduling as an add-on.[17] Datanomix plans jobs on machine availability in Delivery Track.[5]

    Best fitIoTFlowsIoTFlowsMachineMetricsMachineMetricsDatanomixDatanomix
  • 06

    Worried about connecting to the controls?

    For many plants it’s a security concern. SenseAi never connects to the control or the PLC, and on the 4G/LTE router it stays off your network. Datanomix plugs a device into each CNC, on the shop Wi-Fi.[1]

    Best fitIoTFlowsIoTFlowsAmper (ECI)Amper (ECI)GuidewheelGuidewheelFourJawFourJaw

Every machine, and the control

A sensor on every machine. Control data where you want it.

SenseAi reads running, stopped and part counts on any machine, networked or not. On Enterprise, the IoTFlows edge device reads controls and PLCs over MTConnect, OPC UA, Modbus TCP, EtherNet/IP, Profinet and MQTT, and an alarm can open a work order in the same platform.

Datanomix

Its own table: a networked CNC gives part numbers, counts and alarms; current draw on legacy equipment gives machine state.[1]

See custom integrations

Score them yourself

What matters to your shop? Set it, and the ranking follows.

Pick a preset, or drag any bar to set how much it matters, 0 to 10.

7
6
6
8
6
5
5
3
5
3

Your ranking

CNC job shop · out of 100

  1. Rank 1IoTFlowsIoTFlows92
  2. Rank 3DatanomixDatanomix53
  3. Rank 6MachineMetricsMachineMetrics51
  4. Rank 2Amper (ECI)Amper (ECI)58
  5. Rank 8GuidewheelGuidewheel38
  6. Rank 5FourJawFourJaw52
  7. Rank 7EvoconEvocon50
  8. Rank 4VorneVorne XL53

Every company is rated 0 to 10 on each line, from its own published facts; your weights decide how much each rating counts. If controller data is all you need, MachineMetrics comes first. The facts behind every rating are just below.

Behind the scores

Every rating, with its source. Open any company.

How each criterion is rated
Cost · Lowest published plan, with required hardware spread over three years.
10Under $100 per machine a month8$100 to $1496$150 to $1995Not published
Time to first data · The slowest figure the vendor publishes.
10Minutes8Within a day or two7Days4Weeks
Machine versatility · How many of a mixed floor’s machines it reads, and how.
10Any machine, mounted on the outside8Any powered machine, sensor on its power cables6Machines with a signal to wire in5CNC controls first, others on a fallback4CNC controls; state only on others
Controller data · Program, alarm and count data read from the control itself.
10CNC controls and PLCs, natively8CNC controls, natively6Controls and PLCs as an add-on project5PLC integration offered4PLC tags through a partner add-on3One PLC output through a relay0None
Setup and IT effort · Higher means less work for maintenance and plant IT.
10Mounts outside; no electrical or network work8Clamps on power cables; cellular option6Wired inputs or a device per control, plant network3Cable and static IP per machine, firewall ports, IT
Scheduling · Included or as an add-on.
8Drag-and-drop with automatic sequencing6Job planning or a scheduling module4Work lists and CSV import2Through a partner0None found
Maintenance work orders · Included or as an add-on.
10A full CMMS built in7A maintenance module4Planned-maintenance tracking plus CMMS links3Through a separate CMMS0None found
Spare-parts inventory · Included or as an add-on.
10Built in, moved by work orders3Tooling only2Through the ERP0None found
Own hardware · Who designs the device that reads your machine, from its own pages.
10Designs its sensing device and the firmware on it8Designs its own logger or appliance; sensors bought in or the customer’s6Its own hub around stock parts; relay or router off the shelf5Not published on its own pages2Third-party devices
Published pricing · Can you see the price before a demo?
10Full prices on its website6A starting price on landing pages3Only on a marketplace listing0Not published
IoTFlowsIoTFlowsCNC job shop 92
  • CostFrom under $100 per machine a month on longer terms; SenseAi $149 once10/10
  • Time to first dataCalibrates in under five minutes and reports right away10/10
  • Machine versatilityA magnetic sensor on any machine, of any age or brand10/10
  • Controller dataMTConnect, OPC UA and more through the edge device, on Enterprise6/10
  • Setup and IT effortMounts magnetically; the 4G/LTE router keeps it off the plant network10/10
  • SchedulingProduction Scheduler add-on: Gantt, optimizer, simulation8/10
  • Maintenance work ordersMaintain: work orders, preventive schedules, meters, requests10/10
  • Spare-parts inventoryInventory: parts leave stock when a work order closes10/10
  • Own hardwareSenseAi, SenseAi Embedded and BeamTracker are designed by IoTFlows, firmware and all10/10
  • Published pricingDevice and plan prices on the pricing page10/10
DatanomixDatanomixCNC job shop 53
  • CostNo price published[1]5/10
  • Time to first dataOnsite install on day 7 of its plan; data live on install day[2],[3]7/10
  • Machine versatilityCNC controls; an amp clamp gives state only on legacy machines[1],[4]4/10
  • Controller dataCNC controls over Ethernet, Wi-Fi or serial[4]8/10
  • Setup and IT effortPlugs into each CNC control, the machine’s computer, on the shop Wi-Fi[1]6/10
  • SchedulingDelivery Track and Job Planning[5],[6]6/10
  • Maintenance work ordersPlanned-maintenance dashboard; CMMS connections[7],[8]4/10
  • Spare-parts inventoryTooling only[9]3/10
  • Own hardwareEdge device maker not published; its legacy kit is “Third Party Hardware”[10]5/10
  • Published pricingNo pricing page[1],[8]0/10
MachineMetricsMachineMetricsCNC job shop 51
  • Cost$29,000 a year per 13 machines on its AWS listing, plus a $1,462.50 edge kit[11],[12]6/10
  • Time to first data2–4 weeks from first contact to first data[13]4/10
  • Machine versatilityCNC controls first; non-CNC machines on I/O, “a fallback”[14]5/10
  • Controller dataMTConnect, FOCAS, OPC-UA, EtherNet/IP, S7, Modbus and more[15]10/10
  • Setup and IT effortCable and static IP per machine, control options, firewall ports, IT[13],[16]3/10
  • SchedulingAdd-on MES Module: drag-and-drop, auto-sequencing by due date[11],[17]8/10
  • Maintenance work ordersWork orders in MaintainX, Fiix or UpKeep through an integration[18]3/10
  • Spare-parts inventory“Your ERP stays the system of record” for inventory[19]2/10
  • Own hardwareAn OnLogic PC on balenaOS, Sealevel I/O modules and Greystone current transducers, from its shop[12],[20],[21]2/10
  • Published pricingNone on its website; prices on its AWS Marketplace listing[11],[22]3/10
Amper (ECI)Amper (ECI)CNC job shop 58
  • CostCustom quote, hardware included[24]5/10
  • Time to first dataLive data within 48 hours of receiving hardware[25]8/10
  • Machine versatilityNon-invasive electrical sensors; no PLC needed[25]8/10
  • Controller dataPLC integrations among its capture options[26]5/10
  • Setup and IT effortElectrical sensors on encrypted cellular; no plant network[25]8/10
  • SchedulingScheduling add-on module[26]6/10
  • Maintenance work ordersMaintenance management add-on: tickets from machine data[26]7/10
  • Spare-parts inventoryInventory only as ERP data it feeds[25]2/10
  • Own hardwareMaker of its sensors and boxes not published on its own pages[26]5/10
  • Published pricingA custom-quote page, no price[24]0/10
GuidewheelGuidewheelCNC job shop 38
  • CostFrom $15,000 a year for 10 machines before hardware and installation, which go on the order form at prices not published[28],[29]5/10
  • Time to first data“As little as a day”[30]8/10
  • Machine versatilityClip-on current sensors on the power leads[31]8/10
  • Controller data“It reads power, not process”: no controller tags[32]0/10
  • Setup and IT effortClip-on meters; LTE meters need no plant network[31],[33]8/10
  • SchedulingLeft to the ERP[34]0/10
  • Maintenance work orders“Does not raise work orders”[32]0/10
  • Spare-parts inventoryNo inventory[32]0/10
  • Own hardwareIts terms: hardware “purchased … from third party suppliers”[29]2/10
  • Published pricingA starting price on landing pages; a custom quote on its pricing page[28],[30]6/10
FourJawFourJawCNC job shop 52
  • Cost£72 per machine a month billed annually, plus £200 per MachineLink[35]10/10
  • Time to first data10 to 20 minutes per machine; data within days[36]7/10
  • Machine versatilitySensors clipped around the power cables[36]8/10
  • Controller dataNo connection to the controller[36]0/10
  • Setup and IT effortFitted by your electrician; a managed 4G gateway option[35],[36]8/10
  • SchedulingWork lists and CSV import[35]4/10
  • Maintenance work ordersNo maintenance work orders found[37]0/10
  • Spare-parts inventoryNo inventory found[37]0/10
  • Own hardwareMaker of its MachineLink and SensorBox not published on its own pages[36]5/10
  • Published pricingPer-machine prices on its pricing page, in pounds[35]10/10
EvoconEvoconCNC job shop 50
  • Cost$189 to $379 per machine a month, plus a $19 to $24 device per three machines[38],[39]6/10
  • Time to first data“A few days, in three steps”[40]7/10
  • Machine versatilityA new or existing sensor, or a PLC output through a relay[40]6/10
  • Controller dataOne PLC output through a relay[40]3/10
  • Setup and IT effortIts device on Ethernet or Wi-Fi, plus power[41]6/10
  • SchedulingNo scheduling module found[38],[42]0/10
  • Maintenance work ordersWork orders in an integrated CMMS[43]3/10
  • Spare-parts inventoryThrough ERP or MES integrations[40]2/10
  • Own hardwareIts own IIoT device 3.0 (“Manufacturer Evocon OÜ”); sensors bought in[44]8/10
  • Published pricingPer-machine prices on its pricing page[38]10/10
VorneVorne XLCNC job shop 53
  • Cost$4,490 to $4,990 per line, once; no recurring fees[45],[46]8/10
  • Time to first data“8 hours” to get up and running; “less than a day”[47],[48]8/10
  • Machine versatilityOne or two inputs from an existing photo-eye, relay, switch or encoder[49]6/10
  • Controller dataPLC data through the partner add-on Data Link PLC[50]4/10
  • Setup and IT effortWired inputs, plus wired Ethernet with an IP address[49]6/10
  • SchedulingThrough a partner integration[50]2/10
  • Maintenance work ordersNo maintenance module found[47]0/10
  • Spare-parts inventoryNo inventory module found[47]0/10
  • Own hardware“We are NOT a distributor”: its own XL appliance; the sensors are yours[49],[51]8/10
  • Published pricingModel prices on its website[45]10/10

Why shops look

Why shops look past Datanomix in its own words.

  • State only off the control. Its own table: current draw on legacy equipment gives machine state, where a networked CNC gives part numbers, counts and alarms.[1]
  • Wired into each machine’s computer. A device plugs into each CNC control, the computer that runs the machine, and links it to the shop Wi-Fi. For many plants, that’s a security concern.[1]
  • Maintenance elsewhere. A planned-maintenance dashboard, and connections to a CMMS for the work itself.[7],[8]
  • Scrap at the end of the shift. Operators track scrap on the Machine HUD at the end of the shift.[7]
  • No price on its site. Priced per machine per year; no number published.[1]

When to stay: CNC shops that want control data with “No Operator Input™” and a coach in the rollout plan.[2],[4]

1. IoTFlows · CNC job shop score 92

Any machine, with maintenance and parts built in

A SenseAi attaches magnetically in seconds and calibrates in under five minutes, on any machine of any age, and counts parts from the same sensor. Maintenance work orders, spare parts and the Production Scheduler run on the same platform.

Price: SenseAi $149 per machine, once, and Pro at $119 a month billed monthly, less on longer terms. Controller data through the edge device on Enterprise.

See how it works

The other six

The other alternatives, at a glance.

In no ranked order. Ticks and dashes come from each company’s ratings above; every line from its own pages.

  • MachineMetricsMachineMetrics

    CNC control data

    51score

    $29,000

    a year per 13 machines on AWS Marketplace, plus a $1,462.50 edge kit[11],[12]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: Automated machining, with control data on every machine[23]

  • Amper (ECI)

    Electrical sensors on cellular

    58score

    48 h

    to live data after hardware arrives[25]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: Sensors on their own cellular link, priced by quote[24],[25]

    Part of ECI Software Solutions since its acquisition, announced December 9, 2025[27]

  • GuidewheelGuidewheel

    Clip-on current sensors

    38score

    $15,000

    a year for 10 machines, before hardware and installation[28],[29]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: Machine state on any powered machine, priced up front[28],[31]

  • FourJawFourJaw

    Clamp sensors, priced in pounds

    52score

    £72

    per machine a month on Standard, billed annually, plus £200 per MachineLink[35]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: Utilization at a low per-machine price[35]

  • EvoconEvocon

    Sensors on a shared device

    50score

    $189

    and up, per machine a month, plus a $19–24 device per three machines; sensors extra[38],[39]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: Plants that want a published per-machine OEE price[38]

  • VorneVorne XL

    A line monitor, bought once

    53score

    $4,490

    per line, once[45]

    Published priceAny machineController dataSchedulingWork ordersSpare partsOwn hardware

    Best for: One line or machine, with no subscription[45],[46]

How to pilot

Test an alternative on the machines you already run.

  • The same machines, the same shifts. Pick a cell that mixes old and new machines, and include the one everybody argues about.
  • Two weeks of both numbers. Compare uptime and part counts side by side, shift by shift.
  • Check the reasons on the floor. Walk the top three downtime reasons with the operators who logged them.
  • Count the work around it. Note what still needs a spreadsheet, a second login or an IT ticket.

An IoTFlows pilot runs on 10 to 25 machines for four weeks, with no commitment to buy.

Customer story

MiRus raised efficiency over 20% and sees the cost of every job

MiRus makes implants for the spine, the heart and the extremities in Marietta, Georgia. Its machines report live to IoTFlows, and every Epicor job comes back with the machining and labor hours behind it.

20%+
higher efficiency
~1 month
to a live Epicor connector
Every job
tied to its machining and labor hours

Challenge

The real cost of a job, in machine hours and labor hours, was hard to get, if it could be had at all, from the ERP alone. Productivity on the floor only showed up after the fact.

Solution

SenseAi and SenseAi Embedded show every machine’s productivity live, so problems get solved sooner. A two-way Epicor connector, live in about a month, pulls every job and ties it to the machining and labor hours it took.

Products

SenseAi, SenseAi Embedded and a custom Epicor connector.

Read the MiRus story
MiRus 3DR interbody spinal implants, with their porous lattice walls, tinted in the card's blue
MiRus
“The real-time visibility has been amazing for optimizing our operations. With the ERP integration, I see the numbers and where every job stands, without digging for them in our ERP.”
Dennis Moreno, Vice President of Manufacturing and Operations, MiRus

Jesel answers machine issues in seconds or minutes, down from hours or days, with SenseAi on every CNC machine.

Questions people ask

Other comparisons

Documentation

Want the detail? These guides walk through each feature step by step.

Try the alternative on your floor

Start with 10 to 25 machines for four weeks, with no commitment to buy. A SenseAi goes on the machines you already run.

Sources

Every statement about another company on this page comes from that company’s own public pages, read on October 13, 2026. Pages change: tell us if something here is out of date and we will correct it. Product names are trademarks of their owners.

  1. [1]Datanomix FAQsdatanomix.io/faq/Read October 13, 2026
  2. [2]Datanomix Kick-Ass Coachingdatanomix.io/kick-ass-coaching/Read October 13, 2026
  3. [3]Machine Monitoring Pilot Program | Datanomixdatanomix.io/pilot-program/Read October 13, 2026
  4. [4]Production Monitoring Software for CNC Machine Shops | Datanomixdatanomix.io/production-monitoring/Read October 13, 2026
  5. [5]Delivery Track: Production Planning & On-Time Delivery | Datanomixdatanomix.io/delivery-track/Read October 13, 2026
  6. [6]Making More in 2025: Production Monitoring Release Highlightsdatanomix.io/2025/12/23/making-more-in-2025-production-monitoring-release-highlights/Read October 13, 2026
  7. [7]Machine Track: Machine Monitoring Software for CNC Shops | Datanomixdatanomix.io/machine-track/Read October 13, 2026
  8. [8]Make More with Datanomix Data-Powered Productiondatanomix.io/Read October 13, 2026
  9. [9]Tool Management Track: CNC Tool Life Tracking | Datanomixdatanomix.io/tool-management-track/Read October 13, 2026
  10. [10]SaaS Agreement - Datanomixdatanomix.io/saas-agreement/Read October 13, 2026
  11. [11]MachineMetrics | AWS Marketplaceaws.amazon.com/marketplace/pp/prodview-ulq6ggds456oeRead October 13, 2026
  12. [12]Hardware Shopshop.machinemetrics.com/Read October 13, 2026
  13. [13]Quick Start Checklist | MachineMetricsdocs.machinemetrics.com/docs/getting-started/quick-start-checklistRead October 13, 2026
  14. [14]Digital I/O Connectivity | MachineMetricsdocs.machinemetrics.com/docs/machine-connectivity/digital-ioRead October 13, 2026
  15. [15]CNC Machine Connectivity Software | MachineMetricswww.machinemetrics.com/machine-connectivityRead October 13, 2026
  16. [16]Network Requirements | MachineMetricsdocs.machinemetrics.com/docs/getting-started/network-requirementsRead October 13, 2026
  17. [17]Production Scheduling Software | MachineMetricswww.machinemetrics.com/production-scheduling-softwareRead October 13, 2026
  18. [18]Machine Condition Monitoring Software | MachineMetricswww.machinemetrics.com/condition-monitoringRead October 13, 2026
  19. [19]MES & ERP Integrations for Manufacturers | MachineMetricswww.machinemetrics.com/erp-integrationsRead October 13, 2026
  20. [20]Pigtail Power Cable / Edge Kit (CL210) | MachineMetrics Hardware Shopshop.machinemetrics.com/product/edge-kit-onlogic/Read October 13, 2026
  21. [21]Hardware Buying Guide | MachineMetricsdocs.machinemetrics.com/docs/getting-started/hardware-buying-guideRead October 13, 2026
  22. [22]Pricingwww.machinemetrics.com/pricingRead October 13, 2026
  23. [23]Introducing MaximaOS, the Manufacturing Operations Management Platformwww.machinemetrics.com/blog/introducing-maximaos-the-manufacturing-operations-management-platformRead October 13, 2026
  24. [24]Amper Pricing | Production Monitoring Software for Manufacturerswww.ecisolutions.com/products/amper/pricing/Read October 13, 2026
  25. [25]Amper Features | Production Monitoring, Scheduling & Reportingwww.ecisolutions.com/products/amper/features/Read October 13, 2026
  26. [26]Production Monitoring Software - Real-Time Manufacturing Datawww.ecisolutions.com/products/amper/Read October 13, 2026
  27. [27]ECI Software Solutions Acquires Amper Technologies, Increasing AI-Driven Operational Efficiency for Manufacturerswww.ecisolutions.com/news/eci-software-solutions-acquires-amper-technologies/Read October 13, 2026
  28. [28]#1 OEE Monitoring Softwarewww.guidewheel.com/lp/oeeRead October 13, 2026
  29. [29]Guidewheel: Terms and Conditions of Usewww.guidewheel.com/terms-and-conditionsRead October 13, 2026
  30. [30]Guidewheel Pricing: Simple, Scalable Plans for Smarter FactoryOpswww.guidewheel.com/pricingRead October 13, 2026
  31. [31]llms.txt (Guidewheel)www.guidewheel.com/llms.txtRead October 13, 2026
  32. [32]Guidewheel | When Guidewheel Is Not the Right Toolwww.guidewheel.com/blog/guidewheel-not-right-toolRead October 13, 2026
  33. [33]Set up for IT teams | Guidewheel Help Centersupport.guidewheel.app/en/articles/8365555-set-up-for-it-teamsRead October 13, 2026
  34. [34]Guidewheel | Production Tracking, Scheduling & Management Software Comparedwww.guidewheel.com/blog/production-tracking-software-comparedRead October 13, 2026
  35. [35]Machine Monitoring Software Pricing | FourJawfourjaw.com/pricingRead October 13, 2026
  36. [36]FourJaw Machine Monitoring System | Manufacturing Analytics Softwarefourjaw.com/intro-to-fourjaw/hardwareRead October 13, 2026
  37. [37]FourJaw Machine Monitoring Platform Features | FourJawfourjaw.com/featuresRead October 13, 2026
  38. [38]Evocon OEE software pricing is simple and adaptable | Evoconevocon.com/pricing/Read October 13, 2026
  39. [39]What Hardware You Need and Does Evocon Provide It? | Evoconevocon.com/articles/what-hardware-you-need-evocon/Read October 13, 2026
  40. [40]Frequently Asked Questions (FAQ) | Evoconevocon.com/faq/Read October 13, 2026
  41. [41]How Evocon works and how to get started? | Evoconevocon.com/how-evocon-works/Read October 13, 2026
  42. [42]OEE software. Easy to use. Easy to understand. | Evoconevocon.com/oee-software/Read October 13, 2026
  43. [43]CMMS Integrations with Evocon OEE Software | Evoconevocon.com/articles/evocon-cmms-integrations/Read October 13, 2026
  44. [44]Hardware - Evocon IIoT device 3.0 - Technical specification and user manualsupport.evocon.com/Hardware-Evocon-IIoT-device-3-0-Technical-specification-and-user-manual-5de6b32b4b8941a7beeb897d33327035Read October 13, 2026
  45. [45]XL Production Monitors: Models & Pricing | Vornewww.vorne.com/products/models/Read October 13, 2026
  46. [46]XL Touch Productivity Appliance | Vornewww.vorne.com/products/xl/models/xl-touch/Read October 13, 2026
  47. [47]XL Productivity Appliance™ Production Monitoring System | Vornewww.vorne.com/products/xl/Read October 13, 2026
  48. [48]Machine Monitoring in Manufacturing | Vornewww.vorne.com/solutions/applications/machine-monitoring/Read October 13, 2026
  49. [49]Real-Time Production Monitoring System | Vornewww.vorne.com/Read October 13, 2026
  50. [50]Vorne XL Integration Tools | Vornewww.vorne.com/products/integration-tools/Read October 13, 2026
  51. [51]About Us | Vornewww.vorne.com/about-us/about/Read October 13, 2026