Count vs Amplitude
A detailed comparison to help you choose between Count and Amplitude.
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Verdict: Amplitude wins
Amplitude scores 4.2/5, edging out Count at 3.8/5. Product and growth teams who will use deep cohort, funnel and retention analysis daily and can get a written per-event rate before scaling past the free tier.
Count Collaborative data analysis notebooks | Amplitude Product analytics platform that tracks user behavior and predicts outcomes | |
|---|---|---|
| Rating | 3.8 (1 review) | 4.2 (1 review) |
| Pricing Model | freemium | freemium |
| Starting Price | Free tier available | Free tier available |
| Best For | Data teams whose colleagues act on AI-generated numbers and need every claim traced to a source before it reaches a decision. | Product and growth teams who will use deep cohort, funnel and retention analysis daily and can get a written per-event rate before scaling past the free tier. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierteam features | free tierapi accessteam features |
| Visit Count → | Visit Amplitude → |
Count
Pros
- + Citation labelling is real: in my tests, sourced claims showed their source, inferences were tagged as judgements, and an unsourced claim was flagged 'check needed' instead of being invented
- + Multiplayer canvas beats notebooks for concurrent work — three of us edited SQL, annotations and Python on one board with no lock conflicts
- + Per-editor pricing with free viewers keeps costs tied to producers, not audience
- + Live reports recompute from the warehouse rather than freezing snapshots, and automations push them on schedule
Cons
- - Free tier is a taste only: 3 canvases, 1 project, 1 database connection
- - Pro's 4GB compute cap on the Python VM and dataset extracts is awkward for wide extracts; 32GB requires Enterprise
- - 'Unlimited AI credits' is fair-use with an unpublished daily ceiling — get the number in writing before signing
- - Governed semantic layer with admin approvals is Enterprise-only, so mid-tier teams can still ship conflicting metric definitions
Amplitude
Pros
- + The free tier carried a complete analysis workflow for me — funnel, retention, cohorts, dashboards and session replay — at 2M events/month with unlimited teammates
- + Analysis depth is the best in the category: chaining a funnel into a cohort into retention and then replaying the drop-off sessions worked end to end without exporting
- + Conversion drivers surfaced an activation correlate I would not have guessed from the funnel alone
- + Overage on Plus bills at 1.0x your per-event fee rather than a penalty rate, and experiment exposure events are free — two terms that favor the buyer
- + Agent Analytics (trace analysis, LLM evaluators, topic clustering) is aimed at teams shipping AI agents, which almost no other analytics vendor covers
Cons
- - No published per-event rate anywhere — Plus pricing lives only in an estimator widget, and Growth/Enterprise are quote-only
- - Session replay retention is one month on every plan; longer retention is an add-on, so quarter-over-quarter replay comparison is impossible by default
- - One active experiment on Free and Plus is a trial allowance; real experimentation needs Growth plus percentage-priced add-ons
- - Two vendor pages state the free ceiling differently (2M events vs 10K MTUs + 2M events), so actual limits must be checked in the billing panel
- - The interface has many paths to the same question; the non-analyst I onboarded needed training before self-serving
Frequently Asked Questions
Which is better, Count or Amplitude?▼
Amplitude scores higher at 4.2/5 vs 3.8/5 for Count, making it the better-rated option in our comparison.
What is the difference between Count and Amplitude?▼
Count: Count is a collaborative canvas for data analysis, combining SQL, Python and charts in a notebook several people can work in at once. Amplitude: Amplitude is a product analytics platform that tracks user behaviour across a product, with AI assistance for analysis, experiments and feedback.
Is Count or Amplitude more affordable?▼
Count starts at €0/mo, Amplitude starts at €0/mo. Check the comparison table above for current pricing.
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