10 Best Predictive Maintenance Software of 2026 (Pricing & Features)

Q: What are the general features of predictive maintenance software?

True predictive features fall into three groups. Condition capture: reading vibration, temperature, oil condition, ultrasound or motor current from the asset, whether through fixed sensors, a handheld route, or an existing control system. Modelling: comparing those readings against a healthy baseline for that specific asset, flagging drift, and estimating remaining useful life rather than only tripping a fixed threshold. Action: turning the warning into a scheduled job with the right part reserved and the right skills assigned, which is the part a CMMS does. Asset registers, work order workflow and reporting are CMMS features. They are necessary, but on their own they do not predict anything.

Last updated on August 23, 2026 by Editorial Staff

Predictive maintenance watches the condition of a machine while it runs and forecasts when it will fail, so the work can be scheduled just before that point instead of after it. It is not the same as doing maintenance on a fixed schedule, and the difference decides which software you actually need.

The catch is that a prediction has to come from a measurement. Something has to be reading vibration, temperature, oil condition or motor current off the asset, and something has to know what that asset looks like when it is healthy. Most of the products sold under this heading are maintenance management systems that schedule and record the work; a smaller number actually generate the prediction. Both belong in a programme, and it is worth knowing which one you are buying.

We’ve compiled the ten best predictive maintenance management software solutions to help you get started. These software solutions offer an easy way to detect and correct potential failures before they cause downtime or expensive repairs.

Table of Contents

What is Predictive Maintenance Software?

Predictive, preventive, and reactive maintenance

What predictive maintenance software actually measures

1. Fiix

2. Fracttal

3. eMaint

4. Limble (formerly Limble CMMS)

5. Brightly

6. Upkeep

7. Senseye PdM

8. Siemens Insights Hub (formerly MindSphere)

9. The Asset Guardian (TAG)

10. Fastmaint CMMS

FAQs

What is Predictive Maintenance Software?

Predictive maintenance software collects condition data from equipment, compares it against a healthy baseline for that asset, and estimates how much useful life is left before a functional failure. The output is a warning with a time horizon attached, which is what lets a planner order the part and book the outage in advance.

Software that only stores asset records and issues work orders on a fixed interval is a CMMS doing preventive maintenance. It is useful, and every predictive programme needs one to act on the warning, but on its own it predicts nothing. The distinction matters most at the point of purchase, because both categories are marketed with the same phrase.

Predictive, preventive, and reactive maintenance

These three words describe what triggers the work, not how modern the tool is.

Approach	What triggers the work	What it needs	Suits
Reactive (run to failure)	The failure itself	Nothing	Cheap, non critical, quickly replaced assets
Preventive	A fixed interval: calendar time, running hours, or cycles	An interval, usually taken from the manufacturer	Assets that wear predictably
Predictive	A measured change in the asset’s condition	Sensors or route based readings, a healthy baseline, and a model	Assets where failure is costly and gives warning
Prescriptive	A measured change, plus a recommended action	Everything predictive needs, plus decision logic	Mature programmes with good failure history

A system that emails a technician every 500 running hours is doing preventive maintenance no matter how good its dashboards are. Predictive maintenance begins only when something is measuring the machine.

What predictive maintenance software actually measures

Prediction rests on a handful of established condition monitoring techniques. A tool that claims to predict failure should tell you which of these it consumes, and from what hardware.

Vibration analysis. The workhorse for rotating equipment: bearing wear, imbalance, misalignment and looseness each show up at characteristic frequencies. Severity zones come from the ISO 20816 series, which consolidated the older ISO 10816 (vibration measured on non rotating parts) and ISO 7919 (shaft vibration). ISO 20816-3:2022 replaced ISO 10816-3 and ISO 7919-3 for industrial machines rated above 15 kW. Both vocabularies are still in daily use on plant floors.
Infrared thermography. Loose or corroded electrical connections, failing insulation, blocked steam traps and overheating bearings all show as a thermal anomaly before they fail.
Oil analysis. Wear particles, water ingress and additive depletion in gearboxes, hydraulics and large engines. It reports on the lubricant and the surfaces it touches at the same time.
Ultrasonic testing. Compressed air and gas leaks, early stage bearing faults, and electrical arcing or corona, all audible ultrasonically long before they are audible to a person.
Motor current signature analysis. Rotor bar and stator faults inferred from the motor’s own current draw, which means no extra sensor on the machine and no shutdown to take the reading.

The P-F interval decides how often you sample

Between the moment a fault first becomes detectable (P) and the moment the asset can no longer do its job (F) there is a window called the P-F interval. It can be months for a slow speed bearing and days for a fast one. The practical rule is to sample at less than half the P-F interval, because a monthly reading cannot catch a fault that runs its course in three weeks. Get this wrong and the programme produces confident reports and still misses failures.

Remaining useful life is the number the software is really trying to produce: not “this reading is high” but “this asset has roughly this long left at the current duty”. A tool that raises threshold alarms without estimating remaining life is doing condition monitoring, which is genuinely useful and is a step short of prediction.

Here is the list of 10 best predictive maintenance software.

One thing worth knowing before you compare them: three of the ten now belong to Siemens. Brightly and Senseye were both acquired in June 2022, and Insights Hub is Siemens’ own platform. So this is really eight independent vendors, with three of the products sharing a parent.

The second thing is that they are not all the same kind of product. Most are maintenance management systems, and they are on this list legitimately, because a prediction that nobody schedules is worthless. But if what you need is the prediction itself, only part of this list produces one.

Product	What the vendor sells it as	Role in a predictive programme
Senseye Predictive Maintenance	Predictive maintenance analytics	Produces the forecast
Siemens Insights Hub	Industrial IoT platform	Collects machine data and hosts the analytics apps
Fracttal One with Fracttal Sense	CMMS plus its own IoT sensing	Manages the work, and can gather the condition data
Fiix	CMMS	Manages the work; condition data via integration
eMaint	CMMS	Manages the work; condition data via meters and integration
Limble	CMMS	Manages the work; condition data via integration
UpKeep	Asset operations management	Manages the work; condition data via integration
Brightly Asset Essentials	EAM, strongest in buildings and public estate	Manages the work
The Asset Guardian (TAG)	EAM inside Dynamics 365 Business Central	Manages the work; keeps a health and risk index
FastMaint	CMMS for small sites	Manages the work

Read that as a shortlist filter rather than a ranking. If you already run a CMMS and want failure forecasting, look at the top two rows and at whatever condition monitoring hardware suits your assets. If you have sensors and spreadsheets but no way to turn a warning into a scheduled job with the right part reserved, the rows below are the gap you are filling.

1. Fiix

It is a CMMS software by Rockwell Automation and provides asset management solutions to organizations. It is a cloud-based platform and also provides mobile capabilities.

Features

Equipment information management – The software provides a complete view of the equipment, including its inventory, location, and usage.
A complete view of maintenance across multiple sites – The software provides a consolidated view of maintenance tasks across multiple sites.
Asset tracking fields customization – The software allows users to customize asset tracking fields to their specific needs.
Work order management – The software allows users to create, track, and manage work orders.
Assigning particular assets to individuals – The software allows you to assign assets to a person for tracking and maintenance.
Reporting and dashboard – The software provides users with reports and dashboards to help them track and manage their assets.

Screenshot of Fiix

Administration Dashboard of Fiix — Administration dashboard

Pricing

It provides four pricing plans. Figures below are the vendor’s published list prices, checked August 2026.

Free – $0, with no time limit and no card required.
Basic – $45 per user, per month
Professional – $75 per user, per month
Enterprise – Custom pricing

The per user unit is the part that decides the bill. Fiix also sells a cheaper Lite operator licence and a Fiix MAX add on, both quoted rather than listed.

Likes

It provides user-friendly mobile apps.
Allows the company to add assets and gives access from technician to manager.
It provides an intuitive dashboard.

Dislikes

Creating a report is a complex process.
It does not provide a specific report for the particular task.

Supported industries

Oil and gas
Heavy equipment
Food and beverage
Manufacturing

Other details

Deployment	Cloud, SaaS, Web-Based
Supported device	Mac, Windows, Android, iPhone, iPad
Support	Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support, Chat
Training	In-Person, Live Online, Webinars, Documentation, Videos
Customer ratings	In G2, 4.7 out of 5 (Number of reviews:158+) In Capterra, 4.4 out of 5 (Number of reviews: 546+)

User opinion

Fiix is a famous cloud-based CMMS software. It is an excellent solution for managing assets and predictive maintenance. It also provides a complete view of the equipment. However, the process of generating an automatic report is complex.

2. Fracttal

Fracttal is an asset management software that uses IoT and Bigdata to make organizations’ operations efficient, safe, and sustainable.

Its line has been reorganised. As of August 2026 Fracttal sells Fracttal One, the maintenance management system, and Fracttal Sense, the IoT layer that connects sensors and equipment, alongside a set of AI agents built into the maintenance functions. The earlier Fracttal X and Predictto product names are no longer in use, so older comparisons that list them are out of date.