Is JMP or Rev better?

Neither clearly leads. JMP starts at Free and Rev at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, JMP or Rev?

JMP starts at Free and Rev at Free.

Does JMP or Rev run on more platforms?

JMP runs on Mac, Windows. Rev runs on Web, iOS, Android, API.

Can I use JMP for free?

Both have a free tier, so you can try either at no cost before committing.

What is JMP best used for?

JMP is most often used for 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 have, process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulator, exploratory analysis by an engineer or scientist who will not write code but needs more than a spreadsheet, semiconductor, chemical and pharmaceutical development groups where jmp is already the shared language for reporting results. Of those, 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 have and process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulator are not what Rev is typically brought in for.

What can JMP do that Rev cannot?

JMP covers Custom design of experiments, Linked interactive graphics, Analysis platforms, Quality and process tools. Rev covers Human transcription, AI transcription, Captions and subtitles, Legal transcripts.

Machine Learning · head to head

JMP vs Rev

JMP

Machine Learning

Desktop statistical and design of experiments software from a SAS subsidiary

From: Free
Free plan: Yes

Full review Website

Rev

Human and AI transcription, captions and subtitles priced per minute

From: Free
Free plan: Yes

Full review Website

The short version

Each has a real cost: 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.; Rev human transcription at 1.99 US dollars a minute means roughly 120 dollars an hour of audio, so a long-form interview series costs more in transcription than most teams assume before they run the arithmetic.
They diverge on capability: JMP covers Custom design of experiments, Rev covers Human transcription.
Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which JMP and Rev actually diverge.

Attributes where JMP and Rev differ
Attribute	JMP	Rev
Pricing model	subscription	Per minute for human work, per seat per month for AI
Platforms	Mac, Windows	Web, iOS, Android, API
Category	Machine Learning	AI
Founded	1976	Unknown

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 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

Only in Rev

Human transcription
AI transcription
Captions and subtitles
Legal transcripts
File analysis
Clio integration
Rev API
Speaker identification

What people use each for

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

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 Rev
Process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulatornot Rev
Exploratory analysis by an engineer or scientist who will not write code but needs more than a spreadsheetnot Rev
Semiconductor, chemical and pharmaceutical development groups where JMP is already the shared language for reporting resultsnot Rev

Rev

A law firm that needs a deposition transcript in a court-acceptable page format with a fixed turnaround and a published per-page price it can bill to a matter.not JMP
A documentary or podcast producer costing a project in advance, because human transcription at a published per-minute rate makes the transcription line item a known number.not JMP
A broadcaster needing compliant human captions rather than machine captions, where accuracy is a regulatory requirement and not a convenience.not JMP
A team with high AI volume and occasional high-stakes files, using the subscription for the bulk and paying the discounted human rate only where accuracy matters.not JMP

Where each one falls short

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

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.

Rev

Human transcription at 1.99 US dollars a minute means roughly 120 dollars an hour of audio, so a long-form interview series costs more in transcription than most teams assume before they run the arithmetic.
AI minutes are allocated per seat per month and do not roll over, so bursty workloads, which is how most media production actually behaves, waste allowance in quiet months and run out in busy ones.
The product direction has moved towards legal and investigative use, so a newsroom or media buyer is choosing a tool whose roadmap priority sits elsewhere.
Foreign-language subtitles are priced from 6.49 to 15.99 US dollars per minute, an order of magnitude above transcription, which makes multi-language localisation of any volume of video expensive enough to change the plan.
Human turnaround is stated in hours rather than guaranteed contractually on the published plans, so a hard broadcast or filing deadline needs an agreement beyond the standard terms.

Pricing, plan by plan

JMP

Free

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

Rev

Free

FreeFree
- 45 AI transcription and caption minutes per month
- Up to 5 files analysed
- No human transcription included
Essentials$25.49/month
- 5,000 AI minutes per seat per month
- Up to 3 seats
- 10 per cent discount on human transcription, captions and subtitles
Pro$47.99/month
- 10,000 AI minutes per seat per month
- Up to 5 seats
- 15 per cent discount on human work
Unlimited$undefined/month
- Unlimited AI minutes
- Up to 500 files analysed at once
- Dedicated account specialist

Which should you pick?

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

Choose Rev if

You need human transcription.
You want to start without paying.
You work on Web, iOS, Android, API.
You also want ai transcription.

Rev review

Questions people ask

Is JMP or Rev better?: Neither clearly leads. JMP starts at Free and Rev at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, JMP or Rev?: JMP starts at Free and Rev at Free.
Does JMP or Rev run on more platforms?: JMP runs on Mac, Windows. Rev runs on Web, iOS, Android, API.
Can I use JMP for free?: Both have a free tier, so you can try either at no cost before committing.
What is JMP best used for?: JMP is most often used for 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 have, process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulator, exploratory analysis by an engineer or scientist who will not write code but needs more than a spreadsheet, semiconductor, chemical and pharmaceutical development groups where jmp is already the shared language for reporting results. Of those, 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 have and process capability and control chart work in a manufacturing quality function that has to produce evidence for a customer or regulator are not what Rev is typically brought in for.
What can JMP do that Rev cannot?: JMP covers Custom design of experiments, Linked interactive graphics, Analysis platforms, Quality and process tools. Rev covers Human transcription, AI transcription, Captions and subtitles, Legal transcripts.

Answered from the vendors’ own pages

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.

Rev: How much is human transcription?

1.99 US dollars per minute with a stated accuracy target above 99 per cent, typically returned within 12 hours. Subscribers get 10 to 15 per cent off.

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.

Rev: Is there a free tier?

Yes, 45 AI minutes per month and up to 5 files analysed, with no human transcription included.

JMP: Does it run on Linux?

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

Rev: Do unused AI minutes roll over?

No. The allowance is per seat per month and resets, which penalises irregular workloads.

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.

Rev: Can it do subtitles in other languages?

Yes, across seventeen languages, priced from 6.49 to 15.99 US dollars per minute, considerably more than transcription.

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.

Rev: Is Rev still a good choice for newsrooms?

It works, but the subscription tiers are now positioned around legal and investigative workflows, so a newsroom should compare it against a tool built specifically for journalism.