Software · head to head
Amplitude vs Apache Hadoop
Amplitude
Software
The digital analytics platform to understand your users
- From
- Free
- Rated
- -
Apache Hadoop
Software
Open-source software for reliable, scalable, distributed computing
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Amplitude metered on event volume, so instrumenting more of a product raises the bill even if the audience does not grow; 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
Where they differ
Only the attributes on which Amplitude and Apache Hadoop actually diverge.
| Attribute | Amplitude | Apache Hadoop |
|---|---|---|
| Pricing model | Unknown | open-source |
| Platforms | Web, Ios, Android, Api | Web |
| Founded | 2012 | Unknown |
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 Amplitude
- Event tracking
- User segmentation
- Funnel analysis
- Retention analysis
- Cohort analysis
- A/B testing
- Revenue analytics
- Predictive analytics
Only in Apache Hadoop
Nothing recorded that Amplitude does not also cover.
What people use each for
The jobs each tool is most often brought in to do.
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
Apache Hadoop
No use cases recorded yet. See the Apache Hadoop review.
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
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
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
Pricing, plan by plan
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
Apache Hadoop
FreeNo published plan breakdown. See the Apache Hadoop review.
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 Amplitude or Apache Hadoop better?
- Neither clearly leads. Amplitude starts at Free and Apache Hadoop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Amplitude or Apache Hadoop?
- Amplitude starts at Free and Apache Hadoop at Free.
- Does Amplitude or Apache Hadoop run on more platforms?
- Amplitude runs on Web, Ios, Android, Api. Apache Hadoop runs on Web.
- Can I use Amplitude for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Amplitude best used for?
- Amplitude is most often used for user behavior analysis, feature adoption tracking, conversion rate optimization, customer journey mapping. Of those, user behavior analysis and feature adoption tracking are not what Apache Hadoop is typically brought in for.
- What can Amplitude do that Apache Hadoop 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