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Machine Learning & Data Science · head to head

Databricks vs MATLAB

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
MATLAB logo

MATLAB

Machine Learning & Data Science

Programming and numeric computing platform

From
$99/month
Rated
-
Full reviewWebsite

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; MATLAB a standard individual licence is $940 a year, and it is annual rather than perpetual
  • They diverge on capability: Databricks covers Delta Lake, MATLAB covers Matrix computations.

Where they differ

Only the attributes on which Databricks and MATLAB actually diverge.

Attributes where Databricks and MATLAB differ
AttributeDatabricksMATLAB
Starting priceFree$99/month
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpLinux, Mac, Windows
Founded20131984

Identical on both: user rating (Not yet rated), category (Machine Learning & Data Science).

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 Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

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.

Databricks

  • Running Spark data engineering pipelines on managed clustersnot MATLAB
  • Building a lakehouse over data in cloud object storagenot MATLAB
  • Training and serving machine learning models alongside the datanot MATLAB

MATLAB

  • Numerical computing, simulation and algorithm developmentnot Databricks
  • Engineering and scientific modelling with Simulinknot Databricks

Where each one falls short

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

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

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

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

MATLAB

$99/month
  • Home$149/perpetual
    • Personal use
    • Core MATLAB
  • Standard$2350/perpetual
    • Commercial use
    • Full features

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.
Databricks 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 Databricks or MATLAB better?
Neither clearly leads. Databricks starts at Free and MATLAB at $99/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or MATLAB?
Databricks has a free tier; the other does not. Paid plans start at Free for Databricks and $99/month for MATLAB.
Does Databricks or MATLAB run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. MATLAB runs on Linux, Mac, Windows.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. MATLAB starts at $99/month.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what MATLAB is typically brought in for.
What can Databricks do that MATLAB cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. MATLAB covers Matrix computations, Data visualization, Machine learning, Deep learning.
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