Best Product Analytics Tools (2026): Top 10 Compared

Amplitude is a digital analytics platform whose product menu covers product analytics, marketing analytics, session replay, heatmaps, guides and surveys, feature and web experimentation, and a customer data platform. The pricing page states that every plan includes the full platform and unlimited seats, and that limits differ by event volume and by feature depth.

The Free plan includes product analytics, agent analytics, 10,000 monthly session replays and a limited allowance of experiments, guides and surveys. Plus adds custom events and formulas, 20 behavioural cohorts, alerts, heatmaps and two-year data retention. Growth adds advanced behavioural exploration, currency conversion, 20,000 monthly replays, single sign-on and project permissions. Enterprise adds unlimited projects per portfolio, data access controls and role-based user management.

Amplitude has expanded into AI: its menu lists AI agents, an MCP server and agent analytics that trace sessions in AI features, alongside AI feedback analysis.

Mixpanel is an event-based product analytics platform that its pricing page says is used by more than 29,000 companies. Its core reports are insights, funnels, retention and flows, and the platform also covers web and mobile analytics, campaign reporting and multi-touch attribution.

The Free plan includes unlimited seats, up to 1 million events a month, 10,000 session replays, experiments for up to 1,000 monthly experiment users and up to ten active feature flags. Growth raises the limits to 20 million events, up to 500,000 replays and 50 active flags, and adds unlimited saved cohorts, metrics and reports, custom and borrowed properties, and alerts. Enterprise adds anomaly detection, root cause analysis, signal correlation analysis, metric trees, data verification, custom retention policies and first-party tracking domains.

Mixpanel lists an AI agent, an MCP server and a headless mode among its analysis features, so questions can be asked in natural language or answered from other tools.

PostHog sells a set of developer-oriented products under one account: product analytics, web analytics, session replay, feature flags, experiments, error tracking, surveys, a managed data warehouse, data pipelines, AI observability, logs and workflows. The pricing page states that more than 600,000 companies use it and that most use only the free tier.

Each product has its own free monthly allowance, which stays the same after a card is added. For analytics that allowance is 1 million events; replay includes 5,000 recordings and feature flags 1 million requests. The free plan allows one project, one year of retention and unlimited team members. With a card, usage is unlimited, the project limit rises to six and retention to seven years, and email support is added.

Platform packages add single sign-on, audit logs, custom roles and project permissions. PostHog offers annual plans and volume discounts through a technical account executive, and a paid onboarding call.

Heap is a product analytics platform that is now part of Contentsquare, whose Sense AI assistant appears in Heap's paid plans. Heap's central feature is automatic capture: its snippet records interactions on a site or app, so events can be defined and analysed later instead of being instrumented one by one in advance. Heap states that more than 9,000 companies use it.

All plans include core analytics charts, funnels, journeys, retention and influence reports, unlimited enrichment sources and guides integrations. Growth adds the AI assistant, unlimited users and reports, chart customisation, CSV exports and 12 months of history. Pro adds account analytics, the engagement matrix and report alerts, with session replay and heatmaps as add-ons. Premier adds data warehouse integration, behavioural targeting, unlimited projects, advanced permissions, a dedicated customer success manager and region-specific storage.

Heap Connect sends data to a customer's warehouse, including retroactively, as an add-on for Pro and included with Premier.

Pendo describes itself as a software experience management platform. Product analytics and in-app guides are included in every plan, so a team can see where users struggle and then place a walkthrough, tooltip or announcement at that point in the product. Leo, Pendo's natural-language assistant, answers questions without building reports.

Base includes analytics and guides. Core adds session replay. Ultimate adds sentiment surveys such as NPS, product discovery, journey orchestration and data sync. Pricing combines monthly active users with the functionality chosen, and Pendo states that the number of tracked applications and sessions does not affect the price. Retroactive analytics keep the full data history from installation.

Pendo sells AI add-ons as well: Predict models churn and upsell likelihood, and agent analytics measure adoption of AI agents. Novus, a free beta product, instruments code through GitHub and posts recommendations in Slack.

Statsig combines experimentation, feature flags, product and web analytics, and session replay. Its pricing page presents the product as a growth platform, and experimentation features take most of the plan comparison: A/B/n and multivariate tests, Bayesian and frequentist statistics, experiment templates, no-code web experiments and custom queries on experiment results.

The Developer plan is free and includes 2 million events a month, unlimited flag and config checks, 50,000 session replays, product and web analytics with one-year retention, and unlimited seats. Pro adds advanced experimentation and advanced product analytics, 5 million events and 100,000 session replays per month. Enterprise adds custom volumes and integrations with CDPs and observability tools.

Because analytics and experiments run in one product, a team can review an experiment result and the wider product usage around it without moving between tools.

Kissmetrics is a behavioural analytics product that tracks people rather than anonymous pageviews, so a funnel or cohort follows the same person across sessions. Its report set includes funnels, cohorts, activity, paths, A/B tests, revenue, people search, product usage and campaign performance, plus a report on visitors who arrive from AI assistants.

The free workspace includes autocapture tracking, AI chat and AI-built metrics, autoconfiguration, dashboards with a live view, core reports and full CLI and API access. Growth adds populations, which are reusable behavioural audiences, a complex query builder without SQL, the full report suite and more than 30 integrations, including Mailchimp and Slack.

Kissmetrics also sells a done-with-you service called the Accelerator and publishes comparison pages against Google Analytics, Mixpanel, Amplitude, Heap and PostHog.

Woopra is a customer journey analytics product. It builds real-time profiles of each person from tracked events and connected tools, then reports on journeys, trends, attribution, cohorts, retention and people. Its pricing page counts every tracked action, including pageviews, downloads and property changes, as an event.

Pro includes two-year retention, 50 user seats, 360-degree profile analysis, drill-down reporting, people metrics and formulas, a data loader, triggers, public reports and an AI copilot with suggestions. Enterprise adds custom retention and seats, data warehouse sync, AI predictions and summaries, an audience agent, data stores, organisation-level B2B tracking, single sign-on, data governance and dedicated onboarding.

Several projects for one company can sit under one subscription, and Woopra offers agency packages. Permission controls at group and individual level, and hiding of personal data, are documented.

Mitzu is a warehouse-native product analytics tool. Instead of collecting events into its own store, it queries event data that already sits in the customer's data warehouse, so pricing is not tied to event volume. Its site lists web, product and mobile app analytics, monitoring and anomaly detection, and integrations with warehouses and customer data platforms.

Every plan includes dashboards, funnels, retention and journey analysis, and a full semantic layer over the warehouse data. The Analyst plan targets small data teams and includes an analytics agent, a configuration agent and an MCP server. The Team plan adds unlimited viewers, a Slack agent, a background agent, embedded dashboards and up to ten workspaces, so product managers and leadership can use reports without editor seats.

Enterprise adds custom seats, workspaces and AI allowances, dedicated Slack support, service level agreements, and onboarding and training.

Countly is a product analytics platform built for control over where data lives. Flex runs in a managed private cloud in the region the customer chooses, with no default vendor access, while Enterprise is deployed on the customer's own infrastructure with fully customer-defined data location. Countly lists use cases in automotive, education, finance, healthcare and telecoms, and for mobile, web, desktop and connected devices.

Capabilities are sold in three suites. Advanced Analytics, included in both plans, covers real-time event tracking, session analysis, user profiles, views, alerts and dashboards. Adaptivity adds push notifications, A/B testing, journeys, in-app messaging, surveys and remote configuration. Intelligence adds funnels, retention, flows, formulas, crash reporting, advanced segmentation and an AI insights assistant. Flex buyers add the second and third suites when needed; Enterprise includes all three.

Enterprise also includes a service level agreement and a dedicated customer success manager for onboarding and support.