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Maze vs Apache Spark

Maze logo

Maze

Software

The continuous product discovery platform

From
Free
Rated
-
Full reviewWebsite
A

Apache Spark

Software

A multi-language engine for data engineering, data science, and machine learning

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Maze maze publishes no prices on its pricing page; every plan routes to contact sales, so pricing is by quote only with no published rate or minimum; Apache Spark licensed under Apache License 2.0 per spark.apache.org; as open source software it has no paid tier or vendor price to compare

Where they differ

Only the attributes on which Maze and Apache Spark actually diverge.

Attributes where Maze and Apache Spark differ
AttributeMazeApache Spark
Pricing modelsubscriptionopen-source
PlatformsWeb, Mobile, ApiWeb
Founded2018Unknown

Identical on both: starting price (Free), free tier (Yes), 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 Maze

  • Prototype testing
  • Usability testing
  • Card sorting
  • Tree testing
  • Surveys
  • 5-second tests
  • A/B testing
  • Analytics dashboard

Only in Apache Spark

Nothing recorded that Maze does not also cover.

What people use each for

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

Maze

  • Unmoderated usability testing of prototypes before developmentnot Apache Spark
  • Running surveys and concept or copy validation with recruited participantsnot Apache Spark
  • Card sorting and tree testing to shape information architecturenot Apache Spark

Apache Spark

No use cases recorded yet. See the Apache Spark review.

Where each one falls short

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

Maze

  • Maze publishes no prices on its pricing page; every plan routes to contact sales, so pricing is by quote only with no published rate or minimum
  • The AI study builder, AI moderated interviews and moderated interview studies are Enterprise only
  • Mobile testing and testing through the Maze mobile app are Enterprise only
  • Interview scheduling, card sorting and information architecture testing are Enterprise only
  • Role-based access, SSO and compliance controls are Enterprise only
  • Panel recruitment is available on all plans but with stated limits, and prototype testing carries limits below Enterprise
  • Qualitative analysis of clip recordings, interview transcription and automated theme analysis are Enterprise only

Apache Spark

  • Licensed under Apache License 2.0 per spark.apache.org; as open source software it has no paid tier or vendor price to compare
  • Installation on a laptop requires pip install pyspark or a Docker image per spark.apache.org; there is no hosted single-click deployment offered by the Apache project itself

Pricing, plan by plan

Maze

Free
  • FreeFree
    • 1 active project
    • Preview link testing
    • Basic analytics
  • Starter$75/month
    • 3 active projects
    • Unlimited responses
    • Advanced analytics
  • Team$150/month
    • Unlimited projects
    • Team collaboration
    • Custom branding
  • Enterprise$undefined/month
    • Everything in Team
    • SSO
    • Dedicated CSM

Apache Spark

Free

No published plan breakdown. See the Apache Spark review.

Which should you pick?

Choose Maze if

  • You need prototype testing.
  • You want to start without paying.
  • You work on Web, Mobile, Api.
  • You also want usability testing.
Maze review

Choose Apache Spark if

  • You want to start without paying.
Apache Spark review

Questions people ask

Is Maze or Apache Spark better?
Neither clearly leads. Maze starts at Free and Apache Spark at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Maze or Apache Spark?
Maze starts at Free and Apache Spark at Free.
Does Maze or Apache Spark run on more platforms?
Maze runs on Web, Mobile, Api. Apache Spark runs on Web.
Can I use Maze for free?
Both have a free tier, so you can try either at no cost before committing.
What is Maze best used for?
Maze is most often used for unmoderated usability testing of prototypes before development, running surveys and concept or copy validation with recruited participants, card sorting and tree testing to shape information architecture. Of those, unmoderated usability testing of prototypes before development and running surveys and concept or copy validation with recruited participants are not what Apache Spark is typically brought in for.
What can Maze do that Apache Spark cannot?
Maze covers Prototype testing, Usability testing, Card sorting, Tree testing.
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