Software · head to head
Apache Hadoop vs Amplitude
Apache Hadoop
Software
Open-source software for reliable, scalable, distributed computing
- From
- Free
- Rated
- -
Amplitude
Software
The digital analytics platform to understand your users
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Apache Hadoop licensed under the Apache License per hadoop.apache.org; as open source software it has no paid tier or vendor price to compare; Amplitude metered on event volume, so instrumenting more of a product raises the bill even if the audience does not grow
Where they differ
Only the attributes on which Apache Hadoop and Amplitude actually diverge.
| Attribute | Apache Hadoop | Amplitude |
|---|---|---|
| Pricing model | open-source | Unknown |
| Platforms | Web | Web, Ios, Android, Api |
| Founded | Unknown | 2012 |
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 Hadoop
Nothing recorded that Amplitude does not also cover.
Only in Amplitude
- Event tracking
- User segmentation
- Funnel analysis
- Retention analysis
- Cohort analysis
- A/B testing
- Revenue analytics
- Predictive analytics
What people use each for
The jobs each tool is most often brought in to do.
Apache Hadoop
No use cases recorded yet. See the Apache Hadoop review.
Amplitude
- User behavior analysisnot Apache Hadoop
- Feature adoption trackingnot Apache Hadoop
- Conversion rate optimizationnot Apache Hadoop
- Customer journey mappingnot Apache Hadoop
- Retention improvementnot Apache Hadoop
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Apache Hadoop
- Licensed under the Apache License per hadoop.apache.org; as open source software it has no paid tier or vendor price to compare
- S3 connectivity in Hadoop 3.4.3 and later requires separately downloading the AWS SDK bundle, no longer included in the default tar per hadoop.apache.org
Amplitude
- Metered on event volume, so instrumenting more of a product raises the bill even if the audience does not grow
- The free plan covers 2M events a month
- The Plus plan scales to 70M events, above which pricing is custom
- Growth and Enterprise pricing is not published
Pricing, plan by plan
Apache Hadoop
FreeNo published plan breakdown. See the Apache Hadoop review.
Amplitude
Free- StarterFree
- 2 million events per month
- Plus$49/month
- $0.049 per MTU
- Up to 300k MTUs
- Advanced analytics
- GrowthFree
- Causal insights
- Feature experimentation
- Real-time streaming
- EnterpriseFree
- Cross-product analysis
- Advanced permissions
- Dedicated account manager
Which should you pick?
Choose Amplitude if
- You need event tracking.
- You want to start without paying.
- You work on Web, Ios, Android, Api.
- You also want user segmentation.
Questions people ask
- Is Apache Hadoop or Amplitude better?
- Neither clearly leads. Apache Hadoop starts at Free and Amplitude at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apache Hadoop or Amplitude?
- Apache Hadoop starts at Free and Amplitude at Free.
- Does Apache Hadoop or Amplitude run on more platforms?
- Apache Hadoop runs on Web. Amplitude runs on Web, Ios, Android, Api.
- Can I use Apache Hadoop for free?
- Both have a free tier, so you can try either at no cost before committing.
- What can Apache Hadoop do that Amplitude cannot?
- Amplitude covers Event tracking, User segmentation, Funnel analysis, Retention analysis.
Answered from the vendors’ own pages
Amplitude: Does Amplitude have a free plan?
Yes, Amplitude offers a free Starter plan with 2 million events per month and access to the entire platform including analytics, session replay, and experimentation features.
SourceAmplitude: What is Amplitude's pricing based on?
Amplitude's pricing is based on the number of monthly tracked users (MTUs), data volume, and advanced features selected. The Plus plan starts at $49 per month with a rate of $0.049 per MTU.
SourceAmplitude: What analytics features does every Amplitude plan include?
Every plan includes access to the full platform: analytics, session replay, feature experimentation, web experimentation, guides and surveys, activation, and AI tools like AI Feedback and AI Assistant.
Source