Software · head to head
Apache Spark vs Aha!
Apache Spark
Software
A multi-language engine for data engineering, data science, and machine learning
- From
- Free
- Rated
- -
The short version
- Only Apache Spark has a free tier, so it costs nothing to try first.
- 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; Aha! sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user
Where they differ
Only the attributes on which Apache Spark and Aha! actually diverge.
| Attribute | Apache Spark | Aha! |
|---|---|---|
| Starting price | Free | $59/month |
| Pricing model | open-source | Unknown |
| Free tier | Yes | No |
| Founded | Unknown | 2013 |
Identical on both: platforms (Web), 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 Aha! does not also cover.
Only in Aha!
- Strategic roadmaps
- Release planning
- Idea management
- Requirements & user stories
- Visual workflows
- Gantt charts
- Pivot tables
- Custom scorecards
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.
Aha!
- Product roadmapping linked to strategy and goalsnot Apache Spark
- Collecting and scoring customer feedback through Ideasnot Apache Spark
- Customer research and interview analysis with Discoverynot Apache Spark
- Agile delivery tracking with Developnot Apache Spark
- Internal product documentation with Knowledgenot 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
Aha!
- Sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user
- Roadmaps at $59 per user per month is expensive next to general project tools, and Discovery and Ideas add $39 each
- The Develop integration with Roadmaps requires the Enterprise or Enterprise+ tier
- Annual billing is by invoice only; monthly is card
Pricing, plan by plan
Apache Spark
FreeNo published plan breakdown. See the Apache Spark review.
Aha!
$59/month- Startup$29/month
- All premium features
- Discounted pricing for early-stage startups
- Premium$59/month
- Strategy setting
- Roadmap creation
- Feature prioritization
- Enterprise$null/month
- Unlimited reviewers and viewers
- Advanced features
- Enterprise+$null/month
- Everything in Enterprise plus workflow automation
- Capacity planning
- Concierge support
Which should you pick?
Questions people ask
- Is Apache Spark or Aha! better?
- Neither clearly leads. Apache Spark starts at Free and Aha! at $59/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apache Spark or Aha!?
- Apache Spark has a free tier; the other does not. Paid plans start at Free for Apache Spark and $59/month for Aha!.
- Does Apache Spark or Aha! run on more platforms?
- Both run on Web, so platform support will not decide this one for you.
- Can I use Apache Spark for free?
- Yes. Apache Spark has a free tier, so you can try it without paying. Aha! starts at $59/month.
- What can Apache Spark do that Aha! cannot?
- Aha! covers Strategic roadmaps, Release planning, Idea management, Requirements & user stories.
Answered from the vendors’ own pages
Aha!: Does Aha! have a free tier?
No. Aha! offers a 30-day free trial without requiring a credit card, but there is no permanent free plan. Pricing starts at $59/user/month for Aha! Roadmaps.
SourceAha!: How is Aha! pricing structured?
Aha! uses per-user billing. Premium plan charges all users equally regardless of permission level. Enterprise plans only charge for workspace owners and contributors, with unlimited reviewers and viewers at no additional cost.
SourceAha!: Can I use Aha! offline?
Aha! is a cloud-based SaaS platform with no offline mode mentioned in documentation. All features require internet connectivity to the cloud servers.
SourceAha!: What does Enterprise+ plan include?
Enterprise+ includes workflow automation, capacity planning, custom tables and calculations, advanced license management, account backup and export, anti-virus scanning, IP access control, and concierge white-glove support.
SourceAha!: How many integrations does Aha! support?
Aha! Roadmaps offers 40+ integrations including Jira, Azure DevOps, Slack, Salesforce, and Zendesk. Salesforce and Zendesk require additional add-on purchases.
Source