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Business Intelligence · head to head

Hex vs JMP

Hex logo

Hex

Business Intelligence

AI-powered analytics platform unifying notebooks, dashboards, and business intelligence

From
Free
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

  • Each has a real cost: Hex pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams; 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: Hex covers Agentic notebooks, JMP covers Custom design of experiments.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Hex and JMP actually diverge.

Attributes where Hex and JMP differ
AttributeHexJMP
Pricing modelSeat-based subscription with credit systemsubscription
PlatformsWeb, SlackMac, Windows
CategoryBusiness IntelligenceMachine Learning
Founded20191976

Identical on both: starting price (Free), free tier (Yes), 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 Hex

  • Agentic notebooks
  • Conversational analytics
  • Data apps
  • Context Studio
  • Data warehouse integration
  • dbt integration
  • Version history
  • Scheduled automation

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.

Hex

  • Deep exploratory analysis by data teams on organizational datasetsnot JMP
  • Self-serve analytics for business users without SQL knowledgenot JMP
  • Executive dashboarding and reporting with real-time datanot JMP
  • Cross-functional data collaboration and insight sharingnot JMP
  • AI-assisted analysis reducing manual exploration timenot 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 Hex
  • Process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulatornot Hex
  • Exploratory analysis by an engineer or scientist who will not write code but needs more than a spreadsheetnot Hex
  • Semiconductor, chemical and pharmaceutical development groups where JMP is already the shared language for reporting resultsnot Hex

Where each one falls short

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

Hex

  • Pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams
  • Free Community tier limited to small compute and trial AI features
  • Advanced compute adds per-hour fees ($0.32-$4.06/hour), requiring cost monitoring
  • Learning curve for users unfamiliar with SQL or Python notebooks
  • Enterprise features requiring custom quotes lack transparent pricing

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

Hex

Free
  • CommunityFree
    • Hex agent trial
    • Data source connections
    • All cell types
  • Professional$36/month
    • Everything in Community
    • Full Hex agent access
    • Standard credits
  • Team$75/month
    • Everything in Professional
    • Extended credits
    • Unlimited published apps
  • Enterprise$undefined/custom
    • Everything in Team
    • Explorer seat add-ons
    • Audit logs

JMP

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

Which should you pick?

Choose Hex if

  • You need agentic notebooks.
  • You want to start without paying.
  • You work on Web, Slack.
  • You also want conversational analytics.
Hex 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 Hex or JMP better?
Neither clearly leads. Hex starts at Free and JMP at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Hex or JMP?
Hex starts at Free and JMP at Free.
Does Hex or JMP run on more platforms?
Hex runs on Web, Slack. JMP runs on Mac, Windows.
Can I use Hex for free?
Both have a free tier, so you can try either at no cost before committing.
What is Hex best used for?
Hex is most often used for deep exploratory analysis by data teams on organizational datasets, self-serve analytics for business users without sql knowledge, executive dashboarding and reporting with real-time data, cross-functional data collaboration and insight sharing. Of those, deep exploratory analysis by data teams on organizational datasets and self-serve analytics for business users without sql knowledge are not what JMP is typically brought in for.
What can Hex do that JMP cannot?
Hex covers Agentic notebooks, Conversational analytics, Data apps, Context Studio. JMP covers Custom design of experiments, Linked interactive graphics, Analysis platforms, Quality and process tools.

Answered from the vendors’ own pages

Hex: What is included in the free Community plan?

The Community plan ($0) includes Hex agent trial, data source connections, all cell types, and small compute sizing. It's suitable for prototyping and hobbyist projects.

Source
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.

Hex: How much do advanced compute resources cost?

Advanced compute is billed per minute and ranges from $0.32 to $4.06 per hour depending on resource tier. Monthly credit grants are included in paid plans.

Source
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.

Hex: Can I share analytics with non-Hex users?

Yes. Published apps can be shared publicly. Embedded analytics are available on Enterprise plans for integrating Hex into other applications.

Source
JMP: Does it run on Linux?

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

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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