Heap alternatives for product analytics

Heap remains attractive if a product manager regularly discovers a question after a feature has shipped. Its automatic collection lets the team define interactions later and analyze the collected history. Account analytics can also follow activity across people at a customer company on paid plans.

The free plan includes up to 10,000 sessions a month and six months of history. Session replay is a paid add-on. If recordings or experiments are central to your work, their full cost matters when weighing a migration.

Amplitude is a strong move from Heap when several people need consistent answers about activation and retention. Teams can save a metric, such as the share of new users who finish setup, and reuse that definition across reports. Like Heap, it can collect common interactions automatically and label captured events later.

Its free plan includes two million events per month, session replay, feature flags and A/B tests. Reusable behavioral cohorts—groups defined by actions people took—require the paid Plus plan or above. Account reporting is a separate add-on on eligible plans.

Mixpanel is worth considering if funnels, retention and paths through a product are the work you want to do most often. It can also automatically collect common website interactions, although a move still means deciding which events and definitions to carry over from Heap.

The free plan includes one million events and 10,000 recorded sessions per month. It limits saved reports to five per seat and does not let teams save behavioral cohorts; group analytics costs extra. Those restrictions matter more than the event allowance if shared reporting is the reason for switching.

PostHog is compelling for a team that wants engineers to investigate a problem and then measure a fix in the same platform. Its analytics connects to session replay and experiments; feature flags let a team release a change to selected users. Like Heap, PostHog can apply definitions to previously captured interactions.

PostHog Cloud includes one million analytics events and 5,000 session recordings per month free. Account-level reporting is a paid add-on, and its billing applies to all identified events in the project. The open-source version can be self-hosted, but PostHog does not provide support for those installations.

Statsig is a better fit when the team frequently compares product changes with a control before rolling them out. Analytics and experiment results can appear on the same dashboard, and company-level analysis is included on every plan—useful when several employees use one customer’s account.

Its free plan includes two million metered events a month. Usage can include checks for exposure to an experiment or qualifying feature flag as well as recorded actions, so the count is broader than clicks alone. Statsig Cloud also does not automatically recalculate already-computed daily metrics when late data arrives.

Pendo combines usage analysis with in-app guides, such as messages that help users find a feature. That makes it a strong alternative when the team wants to respond to an adoption problem in the product itself. It also captures interactions from installation, allowing teams to label and analyze them later.

Pendo Free covers up to 500 monthly active users and includes guides, but excludes session replay and its Data Explorer reporting tool. Paid plans use custom pricing, so the cost depends on the combination of analysis, guidance and replay a team needs.

Fullstory is appealing when the main question after finding a drop-off is what the user actually experienced. Its session replay connects recordings with behavioral analysis and technical context, helping a team investigate a confusing interaction or error.

Its free plan includes basic session replay, but not dashboards. Teams expecting a full analytics replacement for Heap will need a paid plan for that broader reporting.

Countly’s Enterprise offering can run on a customer’s own infrastructure, making it a useful alternative when vendor-supported self-hosting matters. Its managed Flex plan is another option for teams that prefer not to operate the application themselves.

On Flex, funnels and retention require the Intelligence add-on. At 5,000 monthly active users, the listed base and add-on total $219 per month before other extras. That is a different deployment and pricing model from Heap’s session-based free plan; Enterprise pricing requires a quote.

OpenPanel offers open-source analytics that can run on your own infrastructure, or a hosted service using the same code. It covers funnels, retention and session replay, and its API can export data. That portability is useful for a team thinking beyond its first deployment.

The trade-off is setup: OpenPanel automatically records page views, but other interactions need to be configured, so it is a different approach from Heap’s broad autocapture. Its hosted pricing starts at $2.50 a month for 5,000 events after a 30-day trial. It does not run experiments itself.