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Machine Learning · head to head

ClearML vs JMP

ClearML logo

ClearML

Machine Learning

Open-source MLOps platform for experiment tracking and orchestration

From
Free
Rated
-
Full reviewWebsite
JMP logo

JMP

Machine Learning

Statistical discovery software from SAS

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: ClearML broad scope means more to learn and more to run than a focused tracking tool; JMP pricing information not published on main website; requires following purchase or trial links to view rates
  • They diverge on capability: ClearML covers Experiment tracking, JMP covers Interactive statistics.

Where they differ

Only the attributes on which ClearML and JMP actually diverge.

Attributes where ClearML and JMP differ
AttributeClearMLJMP
Pricing modelOpen-source self-hosted, with paid hosted and enterprise tierssubscription
PlatformsLinux, macOS, Windows, Docker, KubernetesMac, Windows
FoundedUnknown1976

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

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 ClearML

  • Experiment tracking
  • Remote execution
  • Data versioning
  • Pipelines

Only in JMP

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

What people use each for

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

ClearML

  • Tracking experiments across a team so results are reproduciblenot JMP
  • Moving training from laptops to shared GPU hardware without repackagingnot JMP
  • Versioning datasets alongside the experiments that consumed themnot JMP

JMP

  • Machine learningnot ClearML
  • Data analysisnot ClearML
  • Model trainingnot ClearML
  • Predictive analyticsnot ClearML

Where each one falls short

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

ClearML

  • Broad scope means more to learn and more to run than a focused tracking tool
  • Self-hosting the server is real infrastructure — database, file storage and web server
  • Documentation quality is uneven across the newer parts of the platform
  • Smaller community than the most popular tracking tools, so fewer worked examples exist

JMP

  • Pricing information not published on main website; requires following purchase or trial links to view rates
  • No publicly listed pricing tiers or feature comparison by cost

Pricing, plan by plan

ClearML

Free
  • Open sourceFree
    • Experiment tracking
    • Pipelines
    • Self-hosted server

JMP

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

Which should you pick?

Choose ClearML if

  • You need experiment tracking.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Docker, Kubernetes.
  • You also want remote execution.
ClearML 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 ClearML or JMP better?
Neither clearly leads. ClearML 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, ClearML or JMP?
ClearML starts at Free and JMP at Free.
Does ClearML or JMP run on more platforms?
ClearML runs on Linux, macOS, Windows, Docker, Kubernetes. JMP runs on Mac, Windows.
Can I use ClearML for free?
Both have a free tier, so you can try either at no cost before committing.
What is ClearML best used for?
ClearML is most often used for tracking experiments across a team so results are reproducible, moving training from laptops to shared gpu hardware without repackaging, versioning datasets alongside the experiments that consumed them. Of those, tracking experiments across a team so results are reproducible and moving training from laptops to shared gpu hardware without repackaging are not what JMP is typically brought in for.
What can ClearML do that JMP cannot?
ClearML covers Experiment tracking, Remote execution, Data versioning, Pipelines. JMP covers Interactive statistics, Dynamic visualization, Design of experiments, Predictive modeling.

Answered from the vendors’ own pages

ClearML: Is ClearML free?

The open-source version is free and self-hostable. Hosted and enterprise tiers are paid.

JMP: How much does JMP cost?

JMP pricing is not displayed on the main website. The site offers options to Try JMP for free or Buy JMP, but specific pricing details are not visible until users follow the purchase or trial links. Exact costs and licensing options must be obtained through the purchase flow.

Source
ClearML: How much code does tracking require?

Very little — adding a couple of lines to an existing training script captures parameters, metrics and environment automatically.

ClearML: Does ClearML replace MLflow?

It covers MLflow’s tracking and adds orchestration, remote execution and data versioning. Whether that breadth is an advantage or extra weight depends on whether you need the rest.

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