深度对比：PostHog 与 Mixpanel

PostHog and Mixpanel are both product analytics platforms helping teams understand user behavior and build better products. Both expanded beyond core analytics, but their approaches and feature sets differ.

1. Mixpanel is a product analytics platform with session replay, heatmaps, A/B testing, and feature flags. It's built for product managers and growth teams who want deep behavioral insights.

2. PostHog is an all-in-one platform for building successful products. On top of product analytics, it includes error tracking, session replays, experiments, feature flags, surveys, LLM analytics, an AI assistant, and more. It's built for engineers and product teams who want everything in one place.

How is PostHog different?

1. We're an all-in-one platform

PostHog puts all your data in one place and combines it with every tool you need to build a successful product. This means:

• Product analytics for analyzing behavior, funnels, activation, and retention
• Web analytics for tracking your marketing website and content
• Session replay for observing how people use your product and diagnosing problems
• Feature flags for testing in production and shipping new features
• Experiments for verifying improvements to your product and website
• Error tracking for monitoring exceptions and problems in your code
• Surveys for capturing user feedback, tracking NPS, and booking interviews LLM Analytics for understanding how users interact with AI features
• A built-in data warehouse for analyzing your business and event data together

In other words, it's everything you need in one app with a single login and contract. A genuine single source of truth for your product and customer data.

2. We build for developers

This means you get support from the engineers who actually build the product, extensively documented APIs, and a SQL query builder, so you can analyze data how you want. We're open source, so you can inspect our source code and vote on what we should build via our public roadmap.

3. We promise transparent and cheap pricing (forever)

We default to charging as little as possible while still making a profit – we also have a generous free tier on all our products. We can do this because we're efficient. We don't splurge on D-list comedians to host an annual convention you'll never attend. Our pricing is also 100% transparent.

Comparing PostHog and Mixpanel

As an all-in-one-platform, PostHog isn't just an alternative to Mixpanel, it can also replace tools like Hotjar for session replay and surveys, and LaunchDarkly for experiments and feature flags.

Platform

Good to know: If we don't have something you want now, there's a good chance we're planning on building it already. Visit our public roadmap to see what we're considering, and vote for features and products you're interested in. We ship fast!

Product analytics

PostHog and Mixpanel offer broadly similar product analytics features, including the ability to create insights using natural language.

Good to know

Our generous free tier means every PostHog customer gets 1 million analytics events for free every single month. More than 90% of companies use PostHog for free, and our startup program comes with $50,000 in credit.

Website analytics

PostHog is also a powerful alternative to Google Analytics that bridges the gap between lightweight tools like Plausible, and expensive enterprise platforms like Adobe Analytics.

Session replay

PostHog session replay can be used by anyone, but it includes numerous developer-level features that make it useful for engineers, product managers, and support engineers who want to diagnose issues and identify potential improvements. Features include console logs, network request monitoring, a DOM explorer, performance metrics, and the ability to jump directly from errors or funnel drop-offs into relevant replays.

Library support for replays

Both PostHog and Mixpanel offer broad SDK support for session replay across web and mobile platforms.

Good to know

You can use PostHog AI to chat with your recordings using natural language – e.g. "show me sessions over 5 minutes long" or "show me sessions from users in Belgium". You can also ask PostHog AI to summarize what happened during a session.

Feature flags

Feature flags make it easy to roll out features to specific users or groups, and safely test in production. You can also use them to control access to beta features, and make scheduled changes to your app.

Good to know

Our feature flags are tightly integrated with other tools, meaning you can target session replays, surveys and other features using existing feature flags. See benefits of feature flags for more.

Experiments

Both PostHog and Mixpanel now offer native A/B testing and feature flags. PostHog has had experimentation longer and bills experiments together with feature flags. Mixpanel relaunched experimentation in late 2025 after previously deprecating it – their Experiments report is available as an Enterprise add-on.

Good to know

You can evaluate the results of experiments using events tracked using PostHog, or event tables stored in our data warehouse. This means you can include all kinds of business event data as primary or secondary metrics in your experiments.

Surveys

You can't build a successful product on data alone. Surveys are useful for gathering feedback and booking interviews, notifying users of changes, and keeping track of customer satisfaction metrics.

Good to know

Surveys are great for tracking customer satisfaction scores like Net Promoter Score (NPS), customer satisfaction (CSAT), and customer effort score (CES). We include survey templates for all these and more. Read our guide comparing NPS, CSAT, and CES to see which survey type you should use and when.

Price comparison

PostHog and Mixpanel both charge based on the number of events ingested, however:

• Mixpanel charges the same for events generated by identified and anonymous users.
• PostHog charges up to 80% less for events generated by anonymous users.

Anonymous events are the default event type in PostHog, so you only get charged for identified events when you call identify in your code – see our anonymous vs identified events explainer for more on this.

As the below table shows, however, PostHog is cheaper than Mixpanel even if you're only tracking identified users.

0-1 millionFreeFree 3 million$352/month$378/month5 million$560/month$612/month10 million$1,080/month$1,176/month15 million$1,600/month$1,722/month20 million$1,927/month$2,289/month

And it becomes even cheaper if 20% of your events are from anonymous users, which is typical for many of our customers.

0-1 millionFreeFree 3 million$310/month$378/month5 million$490/month$612/month10 million$940/month$1,176/month15 million$1,391/month$1,722/month20 million$1,783/month$2,289/month

We recommend tracking your marketing website and product in a single project, and you can track all events on your website anonymously to save money.

0-1 millionFreeFree 3 million$84/month$378/month5 million$153/month$612/month10 million$324/month$1,176/month15 million$496/month$1,722/month20 million$643/month$2,289/month

Good to know: Web analytics makes it easy to track and monitor high-level website metrics, like page views, bounce rate, and the top sources of traffic, but you can still create custom product analytics insights and dashboards using anonymous events. See our web vs product analytics explainer for more.

Data integrations

PostHog has a built-in data warehouse, so you can import and query data directly from our other sources like Stripe and Zendesk, or from an existing warehouse.

Mixpanel relies on data warehouse connectors to combine customer and product data. This means you don't import data directly from third-party tools. You need to get them into a third-party warehouse and then import that data into Mixpanel for analysis.

See our docs for full lists of destinations and data warehouse sources.

Security and compliance

Good to know

A Business Associate Agreement for HIPAA compliance is available for customers with our platforms add-ons. The add-on also includes priority support, SSO and 2FA enforcement, numerous collaboration features, and support for multiple environments within projects so you can separate dev and production data, but use the same insights and dashboards across them all.

When to choose PostHog vs Mixpanel

Choosing the right product analytics platform depends on your team's needs and technical depth. Here's a quick guide:

• Want an all-in-one developer platform that goes beyond analytics with error tracking, LLM analytics, feature flags, and transparent pricing + a generous free tier to get you started? Go with PostHog.

• Prefer a polished UI optimized for product managers and growth teams, with strong warehouse-native analytics? Mixpanel is a solid choice.

For engineering-led product teams

• PostHog – SQL access, open-source codebase, and direct support from the engineers who build the product. Tightly integrated feature flags, experiments, and error tracking mean fewer tools to manage.

For product management teams

• Mixpanel – Purpose-built for non-technical users with a polished interface, metric trees for aligning teams on goals, and strong collaboration features.

For teams building AI products

• PostHog – Native LLM analytics for tracking AI usage, model performance, token costs, and debugging LLM interactions. Mixpanel doesn't offer AI observability.

For privacy-conscious and regulated organizations

• Both are SOC 2 certified and GDPR-ready with EU data residency options. PostHog is HIPAA-ready and offers raw data access via its data warehouse. Both support SAML SSO on enterprise plans.

For early-stage startups

• PostHog – A single platform that scales from MVP to growth stage without rebuilding your stack. The generous free tier means you won't outgrow it quickly. Startups can also qualify for $50k in free credits.

Product analytics1 million eventsSession replay5,000 recordingsFeature flags and A/B testing1 million API requestsSurveys1,500 responsesError tracking100k errorsLLM analytics100k eventsData warehouse1 million synced rowsWhat's the difference between PostHog and Mixpanel?

Mixpanel is a product analytics platform that has expanded to include session replay, heatmaps, A/B testing, and feature flags. It's optimized for product managers and growth teams. PostHog is a broader all-in-one platform that combines product analytics with error tracking, LLM analytics, surveys, and more – built primarily for engineering-led teams who want everything in one place.

Does PostHog replace Mixpanel?

Yes, for most teams. PostHog offers all of Mixpanel's core analytics features (funnels, retention, cohorts, user paths) plus additional tools like error tracking, LLM analytics, and surveys. If you're an engineering-led team that values SQL access, open-source code, and transparent pricing, PostHog is a strong replacement.

Consider keeping Mixpanel if your team is heavily invested in Mixpanel's metric trees for goal alignment, you prefer their polished UI for non-technical users, or you're using warehouse-native analytics with Mixpanel sitting directly on your data warehouse.

How much does Mixpanel cost?

Mixpanel has three tiers:

1. Free: 1M events/month, core analytics, limited features
2. Growth: Starts ~$28/month per 10k events after, scales with volume
3. Enterprise: Custom pricing, includes experiments, advanced features

Add-ons like Group Analytics, Data Pipelines, and Experiments are separately priced. Session Replay is included but limited by recording count. For comparison, PostHog's pricing is fully transparent with no hidden add-on costs.

Which has better session replay – PostHog or Mixpanel?

Both offer solid session replay with web and mobile support. PostHog includes more developer-focused features like console logs, network request monitoring, DOM explorer, and performance metrics. Mixpanel added AI-powered replay summaries and heatmap comparison mode in late 2025. PostHog's free tier includes 5,000 replays/month; Mixpanel's replay limits depend on your plan.

Can I use PostHog and Mixpanel together?

Yes, though most teams find it redundant. If you're migrating gradually, you can run both in parallel. PostHog can also receive data from Mixpanel via our Mixpanel to PostHog migration guide, or you can send PostHog data to Mixpanel using our CDP.

What are the best all-in-one product analytics tools in 2026?

The top all-in-one product analytics platforms in 2026 include:

• PostHog – Best for engineering-led teams wanting analytics, session replay, feature flags, experiments, error tracking, LLM analytics, and surveys in one place
• Mixpanel – Best for product managers wanting polished analytics with session replay, heatmaps, and A/B testing
• Amplitude – Best for enterprise teams wanting deep behavioral analytics with warehouse-native queries
• Pendo – Best for product teams wanting analytics combined with in-app guides, feedback, and roadmap tools
• Heap – Best for teams wanting comprehensive autocapture with minimal instrumentation
• LogRocket – Best for frontend teams wanting session replay with error tracking and performance monitoring

Which is better for B2B SaaS – PostHog or Mixpanel?

Both support group/account-level analytics for B2B use cases. Mixpanel recently added Account Profiles and Activation Metrics specifically for B2B analysis (requires Group Analytics add-on). PostHog includes group analytics on all plans, plus you can connect it to CRM data via the built-in data warehouse. PostHog is often preferred by B2B teams that also need feature flags and experiments for enterprise rollouts.

Does Mixpanel have feature flags?

Yes, as of late 2025. Mixpanel relaunched feature flags alongside their Experimentation 2.0 release. However, feature flags are newer in Mixpanel compared to PostHog, which has had them longer with more mature functionality like local evaluation, bootstrapping, early access management, and scheduling.

Does Mixpanel have error tracking?

No. Mixpanel does not offer error tracking or crash reporting. If you need to monitor exceptions alongside your analytics, you'd need a separate tool like Sentry or Bugsnag. PostHog includes error tracking natively, connected to session replays and user behavior data.

Does Mixpanel have LLM analytics?

No. Mixpanel doesn't offer AI/LLM observability features. PostHog includes LLM analytics for tracking AI product usage, monitoring model performance, analyzing token costs, and debugging LLM interactions – useful for teams building AI-powered features.

Which is easier to set up – PostHog or Mixpanel?

Both are designed for quick implementation. PostHog offers an AI install wizard that gets you running in under 90 seconds, plus autocapture that starts collecting events immediately. Mixpanel also supports autocapture and has straightforward SDK installation. The main difference is PostHog's broader feature set means there's more to explore, but you can adopt features incrementally.

Which has better data warehouse integration?

Different approaches. Mixpanel connects to external warehouses to import data and run queries in Mixpanel. PostHog offers an integrated data warehouse approach: you can use PostHog as your warehouse (data stays in PostHog and is accessible across all PostHog tools), or connect external warehouses (like Snowflake or BigQuery) as sources to sync the tables and fields you need into PostHog. Either way, queries run on PostHog compute.

PostHog is better if:

• You want to eliminate tool sprawl (Mixpanel is analytics-focused with warehouse connectivity as an add-on)
• You value having the warehouse and analytics in one platform
• You want features Mixpanel doesn't offer, like surveys
• You want transparent, usage-based pricing (1 million synced rows free per month)

Mixpanel's approach is better if you have a limited use-case and need to keep data in an existing, external warehouse for compliance reasons.

Companies like HeadshotPro and Webshare use PostHog's integrated warehouse as their single source of truth, eliminating the need to stitch together multiple vendors.

How do I reduce costs on PostHog vs Mixpanel?

PostHog charges up to 80% less for anonymous events, so tracking your marketing website anonymously significantly reduces costs. You can also set billing limits per product to avoid surprises. Mixpanel charges the same rate for all events. Both offer free tiers (PostHog: 1M events; Mixpanel: 1M events with credit card). See our pricing page for a detailed calculator.

Which has better support?

PostHog offers direct support from the engineers who build the product – you can often get help from the person who wrote the code you're asking about. We also have active community forums and extensive documentation. Mixpanel has traditional tiered support with faster response times on higher plans.

Is PostHog or Mixpanel better for startups?

PostHog is generally better for early-stage startups. The generous free tier covers most startup needs, and the PostHog for Startups program offers $50k in additional credits. More importantly, you get a single platform that scales from MVP to growth stage without needing to add tools as you grow. Mixpanel also has a startup program, but you may need additional tools for feature flags, experiments, error tracking, and surveys.

Can I migrate my data from Mixpanel to PostHog?

Yes. See our Mixpanel to PostHog migration guide.

Can PostHog replace Google Analytics?

Yes. PostHog can replace Google Analytics for many use cases – our marketing team uses PostHog, for example. You can also integrate PostHog into your website using Google Tag Manager.

See our comparison of PostHog and Google Analytics 4 and An intro to PostHog for Google Analytics users for more.

What's included in PostHog's free tier?

Every PostHog user gets a generous amount of free usage each month: 1 million events for product analytics, 1 million synced rows for the data warehouse, 5,000 session recordings, 1 million API requests each for feature flags and A/B testing, and 1,500 survey responses.

You'll never pay anything if you stay within these limits and you can set billing limits to avoid surprise bills.

A full breakdown and pricing calculator is on our pricing page.

Can I use PostHog with a CDP? (Segment, Rudderstack, etc.)

Yes. PostHog includes a built-in CDP that lets you import, transform, and export data without needing a separate tool. You can also integrate PostHog with third-party CDPs like Segment and Rudderstack.

See our docs on using PostHog with a CDP for setup instructions, or browse our comparison of the best customer data platforms for developers if you're evaluating options.

What about ad blockers?

We recommend all users deploy a reverse proxy, which enables you to send events to PostHog Cloud using your own domain. Events sent from your own domain and are less likely to be intercepted by tracking blockers, ensuring you capture the best data possible.

We make this super easy by offering a managed reverse proxy – a no code solution that takes minutes to set up. We also have reverse proxy setup guides for AWS Cloudfront, Caddy, Cloudflare, Netlify, Vercel, and more in our docs.

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