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BentoML vs MATLAB

BentoML logo

BentoML

Software

Build production-ready ML applications

From
Free
Rated
-
Full reviewWebsite
MATLAB logo

MATLAB

Software

Programming and numeric computing platform

From
$99/month
Rated
-
Full reviewWebsite

The short version

  • Only BentoML has a free tier, so it costs nothing to try first.
  • Each has a real cost: BentoML core BentoML framework is Apache 2.0 and free, but the managed BentoCloud enterprise tier has no published pricing: the README instructs buyers to sign up for personal access or contact sales for enterprise use, with no rate card shown.; MATLAB a standard individual licence is $940 a year, and it is annual rather than perpetual
  • They diverge on capability: BentoML covers Model packaging, MATLAB covers Matrix computations.

Where they differ

Only the attributes on which BentoML and MATLAB actually diverge.

Attributes where BentoML and MATLAB differ
AttributeBentoMLMATLAB
Starting priceFree$99/month
Pricing modelfreemiumsubscription
Free tierYesNo
Founded20191984

Identical on both: platforms (Linux, Mac, Windows), 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 BentoML

  • Model packaging
  • REST API generation
  • Adaptive batching
  • Multi-framework support
  • Container deployment
  • PyTorch
  • TensorFlow
  • scikit-learn

Only in MATLAB

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

Both cover

  • Linux support
  • Mac support
  • Windows support

What people use each for

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

BentoML

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

MATLAB

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

Where each one falls short

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

BentoML

  • Core BentoML framework is Apache 2.0 and free, but the managed BentoCloud enterprise tier has no published pricing: the README instructs buyers to sign up for personal access or contact sales for enterprise use, with no rate card shown.

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

BentoML

Free
  • Open SourceFree
    • Model packaging
    • API creation
    • Local serving
  • BentoCloudFree
    • Managed deployment
    • Auto-scaling
    • Monitoring

MATLAB

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

Which should you pick?

Choose BentoML if

  • You need model packaging.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want rest api generation.
BentoML 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 BentoML or MATLAB better?
Neither clearly leads. BentoML 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, BentoML or MATLAB?
BentoML has a free tier; the other does not. Paid plans start at Free for BentoML and $99/month for MATLAB.
Does BentoML or MATLAB run on more platforms?
Both run on Linux, Mac, Windows, so platform support will not decide this one for you.
Can I use BentoML for free?
Yes. BentoML has a free tier, so you can try it without paying. MATLAB starts at $99/month.
What is BentoML best used for?
BentoML is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what MATLAB is typically brought in for.
What can BentoML do that MATLAB cannot?
BentoML covers Model packaging, REST API generation, Adaptive batching, Multi-framework support. MATLAB covers Matrix computations, Data visualization, Machine learning, Deep learning. Both handle Linux support, Mac support, Windows support.
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