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Software · head to head

Apache Spark vs Shortcut

A

Apache Spark

Software

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

From
Free
Rated
-
Full reviewWebsite
Shortcut logo

Shortcut

Software

Project management for software teams

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: 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; Shortcut limited reporting compared to Jira

Where they differ

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

Attributes where Apache Spark and Shortcut differ
AttributeApache SparkShortcut
Pricing modelopen-sourceUnknown
PlatformsWebWeb, macOS, Windows, Linux
FoundedUnknown2014

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 Apache Spark

Nothing recorded that Shortcut does not also cover.

Only in Shortcut

  • Stories & epics
  • Iterations (sprints)
  • Kanban boards
  • Roadmaps
  • Reporting
  • Docs
  • API & webhooks
  • Mobile apps

What people use each for

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

Apache Spark

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

Shortcut

  • Sprint planningnot Apache Spark
  • Bug trackingnot Apache Spark
  • Feature developmentnot Apache Spark
  • Product roadmappingnot Apache Spark
  • Team collaborationnot Apache Spark

Where each one falls short

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

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

Shortcut

  • Limited reporting compared to Jira
  • Designed specifically for software teams, not general project management
  • Can experience slow loading times with very large projects

Pricing, plan by plan

Apache Spark

Free

No published plan breakdown. See the Apache Spark review.

Shortcut

Free
  • FreeFree
    • Kanban boards
    • Sprints
    • Roadmaps
  • Team$8.5/user/month
    • Unlimited users
    • Advanced reports
    • WIP limits
  • Business$12/user/month
    • Unlimited workspaces
    • OKRs
    • Advanced custom fields
  • Enterprise$null/custom
    • Volume discounts
    • SSO/SCIM
    • Premier support

Which should you pick?

Choose Apache Spark if

  • You want to start without paying.
Apache Spark review

Choose Shortcut if

  • You need stories & epics.
  • You want to start without paying.
  • You work on Web, macOS, Windows, Linux.
  • You also want iterations (sprints).
Shortcut review

Questions people ask

Is Apache Spark or Shortcut better?
Neither clearly leads. Apache Spark starts at Free and Shortcut at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Spark or Shortcut?
Apache Spark starts at Free and Shortcut at Free.
Does Apache Spark or Shortcut run on more platforms?
Apache Spark runs on Web. Shortcut runs on Web, macOS, Windows, Linux.
Can I use Apache Spark for free?
Both have a free tier, so you can try either at no cost before committing.
What can Apache Spark do that Shortcut cannot?
Shortcut covers Stories & epics, Iterations (sprints), Kanban boards, Roadmaps.

Answered from the vendors’ own pages

Shortcut: Does Shortcut have a free plan?

Yes, Shortcut offers a free plan for up to 10 users with core features like kanban boards, roadmaps, sprints, and reports. Paid plans start at $8.50 per user per month.

Source
Shortcut: Does Shortcut integrate with GitHub?

Yes, Shortcut has native GitHub integration that automatically syncs pull requests and commits to stories, and includes GitLab and Bitbucket support as well.

Source
Shortcut: Can I use Shortcut for non-technical projects?

Shortcut is built for software teams, though you can customize workflows for other use cases. Linear and Asana may be better suited for non-technical project management.

Source
Shortcut: Does Shortcut support SSO and SCIM?

Yes, SSO and SCIM support are available on the Enterprise plan, allowing centralized identity management for large organizations.

Source
Shortcut: What's the difference between Shortcut and Jira?

Shortcut is lighter and faster with less setup required, while Jira offers deeper customization and enterprise features. Shortcut works better for modern software teams wanting simplicity; Jira suits enterprises needing extensive configuration.

Source
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Related pages

More on Apache Spark

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