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Machine Learning · head to head

ClearML vs MATLAB

ClearML logo

ClearML

Machine Learning

Open-source MLOps platform for experiment tracking and orchestration

From
Free
Rated
-
Full reviewWebsite
MATLAB logo

MATLAB

Machine Learning

Programming and numeric computing platform

From
$940/year
Rated
-
Full reviewWebsite

The short version

  • Only ClearML has a free tier, so it costs nothing to try first.
  • Each has a real cost: ClearML broad scope means more to learn and more to run than a focused tracking tool; MATLAB a standard individual licence is $940 a year, and it is annual rather than perpetual
  • They diverge on capability: ClearML covers Experiment tracking, MATLAB covers Matrix computations.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which ClearML and MATLAB actually diverge.

Attributes where ClearML and MATLAB differ
AttributeClearMLMATLAB
Starting priceFree$940/year
Pricing modelOpen-source self-hosted, with paid hosted and enterprise tierssubscription
Free tierYesNo
PlatformsLinux, macOS, Windows, Docker, KubernetesLinux, Mac, Windows
FoundedUnknown1984

Identical on both: 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 MATLAB

  • Matrix computations
  • Data visualization
  • Machine learning
  • Deep learning
  • Signal processing
  • Simulink
  • Python
  • C/C++

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 MATLAB
  • Moving training from laptops to shared GPU hardware without repackagingnot MATLAB
  • Versioning datasets alongside the experiments that consumed themnot MATLAB

MATLAB

  • Numerical computing and analysisnot ClearML
  • Algorithm developmentnot ClearML
  • Academic research and teachingnot 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

MATLAB

  • A standard individual licence is $940 a year, and it is annual rather than perpetual
  • Add on toolboxes are bought separately through the web store rather than being included
  • No price is displayed for the academic, student, home or startup licences, each of which requires a quote
  • Eligibility rather than price separates most tiers, so a commercial user has one option

Pricing, plan by plan

ClearML

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

MATLAB

$940/year
  • Individual Standard$940/year
    • MATLAB
    • Simulink
    • Online Training Suite
  • Startups$null/year
    • MATLAB
    • Simulink
    • 90+ add-on products
  • Academic$null/year
    • MATLAB
    • Simulink
  • Student$null/year
    • MATLAB

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 MATLAB if

  • You need matrix computations.
  • You work on Linux, Mac, Windows.
  • You also want data visualization.
MATLAB review

Questions people ask

Is ClearML or MATLAB better?
Neither clearly leads. ClearML starts at Free and MATLAB at $940/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ClearML or MATLAB?
ClearML has a free tier; the other does not. Paid plans start at Free for ClearML and $940/year for MATLAB.
Does ClearML or MATLAB run on more platforms?
ClearML runs on Linux, macOS, Windows, Docker, Kubernetes. MATLAB runs on Linux, Mac, Windows.
Can I use ClearML for free?
Yes. ClearML has a free tier, so you can try it without paying. MATLAB starts at $940/year.
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 MATLAB is typically brought in for.
What can ClearML do that MATLAB cannot?
ClearML covers Experiment tracking, Remote execution, Data versioning, Pipelines. MATLAB covers Matrix computations, Data visualization, Machine learning, Deep learning.

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.

MATLAB: What is the cost of an individual MATLAB license?

USD 940 per year for Standard individual license, which includes MATLAB, Simulink, Online Training Suite, and add-on products. All licenses include MathWorks Software Maintenance Service.

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.

MATLAB: Are pricing quotes available online for academic and startup licenses?

No, online pricing is not available for Academic, Student, Startup, or Home license types. Downloadable price lists are available only for Standard and Academic individual licenses. Contact sales for other tiers.

Source
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.

MATLAB: Can I switch between license terms (annual vs perpetual)?

Both Standard and Home licenses offer annual and perpetual licensing options. Academic licenses also offer both terms. Startup licenses are available on annual basis only.

Source
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