Is DVC or JMP better?

Neither clearly leads. DVC 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, DVC or JMP?

DVC starts at Free and JMP at Free.

Does DVC or JMP run on more platforms?

DVC runs on Linux, Mac, Windows. JMP runs on Mac, Windows.

Can I use DVC for free?

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

What can DVC do that JMP cannot?

DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. JMP covers Interactive statistics, Dynamic visualization, Design of experiments, Predictive modeling. Both handle Mac support, Windows support.

Software · head to head

DVC vs JMP

DVC

Software

Data version control for machine learning projects

From: Free
Rated: -

Full review Website

JMP

Software

Statistical discovery software from SAS

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: DVC dVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.; JMP the Internet Archive's capture of JMP's homepage on 13 January 2020 named five distinct editions, JMP, JMP Live, JMP Pro, JMP Clinical, and JMP Genomics, each targeting a different analysis use case, with no price figure published for any.
They diverge on capability: DVC covers Data versioning, JMP covers Interactive statistics.

Where they differ

Only the attributes on which DVC and JMP actually diverge.

Attributes where DVC and JMP differ
Attribute	DVC	JMP
Pricing model	open-source	subscription
Platforms	Linux, Mac, Windows	Mac, Windows
Founded	2018	1976

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).

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 DVC

Data versioning
Pipeline management
Experiment tracking
Remote storage
Git integration
Git
S3
Azure Blob

Only in JMP

Interactive statistics
Dynamic visualization
Design of experiments
Predictive modeling
Quality control
SAS
Python
R

Both cover

Mac support
Windows support

What people use each for

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

DVC

Machine learning
Data analysis
Model training
Predictive analytics

JMP

Machine learning
Data analysis
Model training
Predictive analytics

Both are used for machine learning, data analysis, model training, predictive analytics, on those jobs the choice comes down to price and fit rather than capability.

Where each one falls short

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

DVC

DVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.

JMP

The Internet Archive's capture of JMP's homepage on 13 January 2020 named five distinct editions, JMP, JMP Live, JMP Pro, JMP Clinical, and JMP Genomics, each targeting a different analysis use case, with no price figure published for any.

Pricing, plan by plan

DVC

Free

Open SourceFree
- Data versioning
- Pipeline management
- Experiment tracking
DVC StudioFree
- Web UI
- Team collaboration
- Visualizations

JMP

Free

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

Which should you pick?

Choose DVC if

You need data versioning.
You want to start without paying.
You work on Linux, Mac, Windows.
You also want pipeline management.

DVC review

Choose JMP if

You need interactive statistics.
You want to start without paying.
You work on Mac, Windows.
You also want dynamic visualization.

JMP review

Questions people ask

Is DVC or JMP better?: Neither clearly leads. DVC 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, DVC or JMP?: DVC starts at Free and JMP at Free.
Does DVC or JMP run on more platforms?: DVC runs on Linux, Mac, Windows. JMP runs on Mac, Windows.
Can I use DVC for free?: Both have a free tier, so you can try either at no cost before committing.
What is DVC best used for?: DVC is most often used for machine learning, data analysis, model training, predictive analytics.
What can DVC do that JMP cannot?: DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. JMP covers Interactive statistics, Dynamic visualization, Design of experiments, Predictive modeling. Both handle Mac support, Windows support.

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