Count vs PostHog
A detailed comparison to help you choose between Count and PostHog.
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Verdict: PostHog wins
PostHog scores 4.4/5, edging out Count at 3.8/5. Engineering-led product teams that want analytics, session replay, flags and error tracking in one open-source platform and are willing to configure event design and sampling deliberately.
Count Collaborative data analysis notebooks | PostHog Product analytics platform with built-in session replay and feature flags | |
|---|---|---|
| Rating | 3.8 (1 review) | 4.4 (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. | Engineering-led product teams that want analytics, session replay, flags and error tracking in one open-source platform and are willing to configure event design and sampling deliberately. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierteam features | free tieropen sourceapi access |
| Visit Count → | Visit PostHog → |
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- - 'Unlimited AI credits' is fair-use with an unpublished daily ceiling — get the number in writing before signing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
PostHog
Pros
- + Free tier resets monthly and covers real work: 1M events, 5K recordings, 1M flag requests and 100K exceptions per month, with every feature available and no credit card
- + Funnel-to-replay-to-error-trace in one timeline replaced a three-tool debugging loop I used to run across separate user IDs
- + Self-hosting under MIT keeps event data inside your own infrastructure — the practical answer I recommend for regulated teams
- + No seat-based pricing at all; adding engineers, PMs and analysts to my projects never changed the bill
- + Billing limits are hard caps you set yourself, so a runaway autocapture config stops at your ceiling instead of at a surprise invoice
Cons
- - Session replay, not analytics, became the largest cost line in my test project once traffic passed the 5K free recordings
- - The interface packs nine-plus products into one navigation; new users I onboarded needed a full day before finding the right tool consistently
- - Self-hosting is a genuine ops burden (ClickHouse, Kafka, Postgres) and the self-hosted build lacks SAML SSO and granular permissions
- - Identified events cost nearly 4x anonymous events in the first paid band, so user-identification choices move the bill more than event volume does
- - Past a billing limit PostHog drops data until the next period — cost control comes at the price of visibility
Frequently Asked Questions
Which is better, Count or PostHog?▼
PostHog scores higher at 4.4/5 vs 3.8/5 for Count, making it the better-rated option in our comparison.
What is the difference between Count and PostHog?▼
Count: Count is a collaborative canvas for data analysis, combining SQL, Python and charts in a notebook several people can work in at once. PostHog: PostHog is an open-source product analytics platform that combines event analytics, session replay, feature flags, A/B testing and error tracking in one tool for product and engineering teams.
Is Count or PostHog more affordable?▼
Count starts at €0/mo, PostHog starts at €0/mo. Check the comparison table above for current pricing.
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