Best Manufacturing Analytics Software in 2026
Updated
In short: Zoho Analytics is ranked #1 of 27 as of 4 October 2026, ahead of Honeywell Forge and L2L Manufacturing Intelligence. The lowest first paid tier on this page is Zoho Analytics at $24/mo.
Manufacturing analytics software helps make production, equipment, and quality data useful for examining plant operations. Compare production analytics, maintenance analytics, OEE tracking, and quality analytics to see which questions each tool can help address. Shop-floor connectors, deployment, and data retention add context about how data enters a system and how it is handled. Free-plan availability and paid-from pricing are useful factors when weighing options. Zoho Analytics, Honeywell Forge, and L2L Manufacturing Intelligence are among the named tools to consider. Focus on the operational measures you need and the data sources your software must work with.
27 manufacturing analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
1 of the 25 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 1 | Zoho AnalyticsSelf-hosted | Two bars | — | 0 of 6 | $24/mo | 6.4 | |
| 2 | Honeywell ForgeWeb · Windows · Mac · Linux · Android · iPhone · API | Two bars | — | — | 6 of 6 | — | 5.8 |
| 3 | L2L Manufacturing IntelligenceWeb · Windows · Mac · Android · iPhone | Two bars | — | — | 5 of 6 | — | 5.8 |
| 4 | GE Vernova Proficy Plant ApplicationsWeb · Windows · Android · iPhone · Self-hosted | Two bars | — | — | 4 of 6 | — | 5.6 |
| 5 | Sight MachineWeb · Android · iPhone · Self-hosted · API | Two bars | — | — | 3 of 6 | — | 5.6 |
| 6 | OpSeeWeb · Windows · Linux · Self-hosted | Two bars | — | — | 3 of 6 | €59/mo | 5.5 |
| 7 | ABB NsightWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 8 | Hexagon Q-DASWeb · Windows · API | One bar | — | — | 2 of 6 | — | 5.4 |
| 9 | LineView NavigatorWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 10 | QualityLineWeb · Self-hosted | One bar | — | — | 1 of 6 | — | 5.4 |
| 11 | TulipWeb · Windows · Mac · Linux · Android · iPhone · API | Two bars | — | — | 6 of 6 | $100/mo | 5.4 |
| 12 | Augury Machine HealthWeb · Android · iPhone | One bar | — | — | 3 of 6 | — | 5.3 |
| 13 | SAS Production Quality AnalyticsWeb · Self-hosted | One bar | — | — | 1 of 6 | — | 5.3 |
| 14 | Sciemetric QualityWorXWeb · Windows | No signal | — | — | 2 of 6 | — | 5.3 |
| 15 | Acerta LinePulseWeb | No signal | — | — | 1 of 6 | — | 5.2 |
| 16 | PredisysWeb | No signal | — | — | 1 of 6 | — | 5.2 |
| 17 | TrendMinerWeb · Linux | No signal | — | — | 2 of 6 | — | 5.1 |
| 18 | veyraWeb | No signal | — | — | 1 of 6 | — | 5.1 |
| 19 | oee.aiWeb | No signal | — | — | 1 of 6 | — | 5.0 |
| 20 | Vorne XLWeb · Windows · API | One bar | — | — | 2 of 6 | — | 5.0 |
| 21 | Minitab Statistical SoftwareWeb | One bar | — | — | 1 of 6 | $199.50/mo | 4.9 |
| 22 | Sepasoft Batch ProcedureWeb | One bar | — | — | 1 of 6 | — | 4.9 |
| 23 | IntraStage BlackBelt AnalyzeWeb | No signal | — | — | 1 of 6 | — | 4.8 |
| 24 | EvoconWeb | No signal | — | — | 1 of 6 | — | 4.7 |
| 25 | FactbirdWeb | No signal | — | — | 1 of 6 | — | 4.7 |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which manufacturing analytics software is ranked first on Freedom251?
Zoho Analytics is ranked #1 of 27 with a score of 6.4. Honeywell Forge is second and L2L Manufacturing Intelligence third.
How many of these have a free plan?
1 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Zoho Analytics has the lowest first paid tier we found: $24/mo.
How is this list ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.