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Databases · head to head

Immuta vs MATLAB

Immuta logo

Immuta

Databases

Attribute-based access control and masking applied inside Snowflake, Databricks and BigQuery

From
On request
Free plan
No
Visit ImmutaFull review
MATLAB logo

MATLAB

Machine Learning

Programming and numeric computing platform

From
$940/year
Free plan
No
Visit MATLABFull review

The short version

  • MATLAB starts at $940/yr; Immuta prices on request.
  • Only Immuta lists attribute-based policy; only MATLAB lists matrix computations.
  • Where MATLAB falls short: A standard individual licence is $940 a year, and it is annual rather than perpetual.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Immuta and MATLAB actually diverge.

Attributes where Immuta and MATLAB differ
AttributeImmutaMATLAB
Starting priceOn request$940/year
Pricing modelQuoteSubscription
PlatformsWeb, APILinux, macOS, Windows
CategoryDatabasesMachine Learning

Identical on both: free tier (No).

Not yet recorded: founded for Immuta.

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 Immuta

  • Attribute-based policy
  • Native enforcement
  • Dynamic masking
  • Row-level filtering
  • Purpose-based access
  • Sensitive data tagging
  • Audit logging
  • Multi-platform

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.

Immuta

  • A bank whose Snowflake estate has grown to tens of thousands of roles that no one can review before an auditnot MATLAB
  • A healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recordednot MATLAB
  • A multinational applying different residency and access rules per jurisdiction to the same tables without duplicating datasetsnot MATLAB
  • An organisation running both Snowflake and Databricks that wants one policy set rather than two divergent implementationsnot MATLAB

MATLAB

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

Where each one falls short

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

Immuta

  • Contracts commonly start around one hundred to two hundred thousand US dollars a year for mid-market deployments and exceed five hundred thousand at enterprise scale, which excludes most data teams without a regulatory mandate
  • Policy is only as good as the data classification underneath it, so an organisation with poorly tagged columns will spend months on classification before Immuta enforces anything useful
  • Native enforcement means capability varies by platform, and a feature available on Snowflake may be absent or behave differently on BigQuery, which undermines the promise of one policy set everywhere
  • Adding an access governance layer creates a new dependency in the path to data: a misconfigured policy silently returns fewer rows rather than erroring, and analysts can act on incomplete results without noticing
  • It governs cloud data platforms, so personal data in operational databases, files and SaaS applications sits outside its scope and needs separate controls, meaning Immuta is rarely the whole answer

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

Immuta

On request
  • Immuta PlatformOn request
    • Attribute-based policy authoring
    • Native enforcement in supported data platforms
    • Dynamic masking and row-level security

MATLAB

$940/year
  • Individual Standard$940/yr
    • MATLAB
    • Simulink
    • Online Training Suite
  • StartupsOn request
    • MATLAB
    • Simulink
    • 90+ add-on products
  • AcademicOn request
    • MATLAB
    • Simulink
  • StudentOn request
    • MATLAB

Which should you pick?

Choose Immuta if

  • You need attribute-based policy.
  • You work on Web, API.
  • You also want native enforcement.
Immuta review

Choose MATLAB if

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

Questions people ask

Is Immuta or MATLAB better?
Neither clearly leads. Immuta starts at On request and MATLAB at $940/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Immuta or MATLAB?
Immuta starts at On request and MATLAB at $940/year.
Does Immuta or MATLAB run on more platforms?
Immuta runs on Web, API. MATLAB runs on Linux, macOS, Windows.
What is Immuta best used for?
Immuta is most often used for a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit, a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded, a multinational applying different residency and access rules per jurisdiction to the same tables without duplicating datasets, an organisation running both snowflake and databricks that wants one policy set rather than two divergent implementations. Of those, a bank whose snowflake estate has grown to tens of thousands of roles that no one can review before an audit and a healthcare analytics team that must let researchers query patient data with identifiers masked unless a specific purpose is recorded are not what MATLAB is typically brought in for.
What can Immuta do that MATLAB cannot?
Immuta covers Attribute-based policy, Native enforcement, Dynamic masking, Row-level filtering. MATLAB covers Matrix computations, Data visualization, Machine learning, Deep learning.

Answered from the vendors’ own pages

Immuta: Does Immuta sit in the query path?

No. It compiles policies into the data platform's own native controls, so queries run at normal speed through your existing tools.

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
Immuta: What does it cost?

Not published. Market data suggests roughly 100,000 to 200,000 US dollars a year for mid-market deployments and considerably more at enterprise scale.

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
Immuta: Is Immuta still independent?

Yes. It remains independently owned, unlike several competitors in data access governance that have been acquired.

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
Immuta: Does it work across more than one warehouse?

Yes, one policy set can target Snowflake, Databricks, BigQuery and Starburst, though enforcement capability varies by platform.

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