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Research · head to head

Dotmatics vs JMP

Dotmatics logo

Dotmatics

Research

Research informatics group behind GraphPad Prism, SnapGene, Geneious and LabArchives, now owned by Siemens

From
On request
Rated
-
Full reviewWebsite
JMP logo

JMP

Machine Learning

Desktop statistical and design of experiments software from a SAS subsidiary

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only JMP has a free tier, so it costs nothing to try first.
  • Each has a real cost: Dotmatics the portfolio was assembled by acquisition and integration between the constituent products is uneven, so buying several Dotmatics brands does not deliver a single connected environment and often means the same manual export steps as before.; JMP it is a desktop application holding the working table in memory, so a data set that outgrows the workstation has no in-place upgrade path, only a move to a different tool and a different skill set.
  • They diverge on capability: Dotmatics covers Dotmatics platform, JMP covers Custom design of experiments.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Dotmatics and JMP actually diverge.

Attributes where Dotmatics and JMP differ
AttributeDotmaticsJMP
Starting priceOn requestFree
Pricing modelquotesubscription
Free tierNoYes
PlatformsWeb, Windows, macOS, On-premiseMac, Windows
CategoryResearchMachine Learning
FoundedUnknown1976

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Dotmatics

  • Dotmatics platform
  • GraphPad Prism
  • SnapGene
  • Geneious Prime and Biologics
  • LabArchives
  • Flow cytometry tools
  • Protein Metrics
  • Siemens ownership

Only in JMP

  • Custom design of experiments
  • Linked interactive graphics
  • Analysis platforms
  • Quality and process tools
  • Graph Builder
  • JSL scripting
  • Scoring code export
  • Predictive modelling in JMP Pro

What people use each for

The jobs each tool is most often brought in to do.

Dotmatics

  • A pharmaceutical company consolidating compound registration, assay data and biology screening onto one informatics layernot JMP
  • A biotech that already owns Prism, SnapGene and Geneious separately and wants to understand what a group contract would covernot JMP
  • A university licensing LabArchives across departments as an institutional electronic lab notebooknot JMP
  • A biologics group needing sequence analysis, flow cytometry and proteomics tools from one supplier with a single procurement routenot JMP

JMP

  • Planning a physical experiment where each run is expensive, and the question is which twelve runs to perform rather than how to model data you already havenot Dotmatics
  • Process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulatornot Dotmatics
  • Exploratory analysis by an engineer or scientist who will not write code but needs more than a spreadsheetnot Dotmatics
  • Semiconductor, chemical and pharmaceutical development groups where JMP is already the shared language for reporting resultsnot Dotmatics

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Dotmatics

  • The portfolio was assembled by acquisition and integration between the constituent products is uneven, so buying several Dotmatics brands does not deliver a single connected environment and often means the same manual export steps as before.
  • The Siemens acquisition completed in July 2025 with stated revenue synergy targets, which usually translates into pressure to move individually bought desktop licences into larger platform agreements, and small buyers of a single Prism or SnapGene seat should expect that pressure at renewal.
  • Nothing about the enterprise platform is publicly priced, and even the individual applications are increasingly moved to subscription, so total cost across a research group is hard to establish before negotiation.
  • Each acquired product retains its own licence terms, support channel and release cycle, so an organisation using four Dotmatics brands manages four different renewal dates, entitlement models and support experiences.
  • Enterprise deployments require data migration and configuration services, and validated instances for regulated use add both cost and an ongoing customer revalidation duty after each release, so the informatics platform is a programme rather than a purchase.

JMP

  • It is a desktop application holding the working table in memory, so a data set that outgrows the workstation has no in-place upgrade path, only a move to a different tool and a different skill set.
  • There is no Linux build and no server edition for running analyses, so JMP cannot sit in a scheduled pipeline the way an R or Python script can, and recurring reports depend on a named person running them on a laptop.
  • The predictive modelling capability most buyers mean when they call this machine learning software is in JMP Pro, a separate and more expensive licence, so the base product's price is not the price of the thing being evaluated.
  • JSL is proprietary to JMP, so the scripts, add-ins and automation a group accumulates over a decade do not port anywhere and become sunk cost the moment anyone questions the renewal.
  • Deployment ends at exported scoring code with no registry, monitoring or retraining, so a model that runs in production is maintained by another team in another language and steadily diverges from the version the analyst still has open.

Pricing, plan by plan

Dotmatics

On request
  • Dotmatics platform$undefined/year
    • Enterprise informatics platform priced per user per year on quotation
    • Chemistry and biology registration, assay data and ELN modules scoped separately
    • Implementation and data migration services quoted as a separate programme

JMP

Free
  • TrialFree
    • 30-day trial
    • Full features
  • JMP$1785/year
    • Core JMP
    • Standard features

Which should you pick?

Choose Dotmatics if

  • You need dotmatics platform.
  • You work on Web, Windows, macOS, On-premise.
  • You also want graphpad prism.
Dotmatics review

Choose JMP if

  • You need custom design of experiments.
  • You want to start without paying.
  • You work on Mac, Windows.
  • You also want linked interactive graphics.
JMP review

Questions people ask

Is Dotmatics or JMP better?
Neither clearly leads. Dotmatics starts at On request and JMP at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dotmatics or JMP?
JMP has a free tier; the other does not. Paid plans start at On request for Dotmatics and Free for JMP.
Does Dotmatics or JMP run on more platforms?
Dotmatics runs on Web, Windows, macOS, On-premise. JMP runs on Mac, Windows.
Can I use JMP for free?
Yes. JMP has a free tier, so you can try it without paying. Dotmatics starts at On request.
What is Dotmatics best used for?
Dotmatics is most often used for a pharmaceutical company consolidating compound registration, assay data and biology screening onto one informatics layer, a biotech that already owns prism, snapgene and geneious separately and wants to understand what a group contract would cover, a university licensing labarchives across departments as an institutional electronic lab notebook, a biologics group needing sequence analysis, flow cytometry and proteomics tools from one supplier with a single procurement route. Of those, a pharmaceutical company consolidating compound registration, assay data and biology screening onto one informatics layer and a biotech that already owns prism, snapgene and geneious separately and wants to understand what a group contract would cover are not what JMP is typically brought in for.
What can Dotmatics do that JMP cannot?
Dotmatics covers Dotmatics platform, GraphPad Prism, SnapGene, Geneious Prime and Biologics. JMP covers Custom design of experiments, Linked interactive graphics, Analysis platforms, Quality and process tools.

Answered from the vendors’ own pages

Dotmatics: Who owns Dotmatics?

Siemens, which completed a 5.1 billion dollar acquisition on 1 July 2025. Dotmatics now sits inside Siemens Digital Industries Software.

JMP: Is JMP the same thing as SAS?

No. JMP is a separate desktop product from a SAS subsidiary, with its own interface, its own scripting language and its own licence. Knowing SAS does not transfer to it beyond the statistics.

Dotmatics: Is GraphPad Prism a Dotmatics product?

Yes. So are SnapGene, Geneious, LabArchives, FCS Express, OMIQ, Protein Metrics, SoftGenetics and nQuery.

JMP: Do I need JMP Pro?

If you want cross validation, penalised regression, boosted trees or neural networks, yes. The base edition covers classical statistics, graphics and design of experiments well and stops short of predictive modelling.

Dotmatics: Do the products work together?

To varying degrees. They were acquired separately and integration across the portfolio is uneven, so verify the specific pair you care about before assuming it.

JMP: Does it run on Linux?

No. Windows and macOS only, as an installed application.

Dotmatics: Is enterprise pricing published?

No. The informatics platform is quoted per user per year with modules and services scoped separately.

JMP: Can I put a JMP model into production?

Only by exporting the scoring formula as SQL, C, Python or similar and running it in another system. JMP itself does not serve, monitor or retrain models.

JMP: Who actually uses it?

Process and quality engineers, and scientists in R&D, particularly in semiconductor, chemicals, pharmaceutical and medical device work. It is not usually chosen by data engineering or platform teams.

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