Comparison
Amplitude vs Databricks
Scored side by side on data-analytics, using the same criteria we apply across the category.
Product analytics for behavioural cohorts, funnels and retention analysis.
Lakehouse platform unifying data engineering, analytics and machine learning on open formats.
Scored side by side
Governance
Value for money
Amplitude verdict
Worth it for product teams that will invest in instrumentation. Without that discipline it is an expensive chart generator.
- Deep behavioural analysis without SQL
- Strong retention and cohort tooling
- Warehouse sync avoids a data silo
Databricks verdict
The right platform when machine learning is a first-class workload rather than an afterthought.
- Best unified platform for data and machine learning
- Open table formats limit lock-in
- Mature experiment tracking and model serving
FAQ
Common questions
What's the difference between Amplitude and Databricks?
Amplitude: Worth it for product teams that will invest in instrumentation. Without that discipline it is an expensive chart generator. Databricks: The right platform when machine learning is a first-class workload rather than an afterthought.
Which has better reviews, Amplitude or Databricks?
Databricks is rated higher — 4.5/5 versus 4.4/5, from 3,900 and 4,300 reviews respectively.
Does Amplitude or Databricks have a free plan?
Both do. Amplitude starts at $0 / $61 per month, and Databricks starts at $0.07 per DBU, consumption-based.