9 PostHog Alternatives for E-commerce and Marketing Teams (2026)

PostHog is an excellent product analytics platform for software teams, which is exactly why marketers and e-commerce operators keep searching for an alternative to it. Its free tier is enormous, 1 million events and 5,000 session recordings every month, but getting value out of it means defining events, writing HogQL and shipping code for experiments, and it does not answer the question an e-commerce brand asks first: which campaign paid for this order. Most "PostHog alternatives" lists are written for product managers and compare it with Mixpanel and Amplitude. This one is written for the other audience. Every price below was read from the vendor's own pricing page in September 2026, and Arktis, the tool we build, is listed first with its limitations stated.

Key takeaways

The right PostHog alternative depends on the question you are asking. For ad attribution, CAC and ROAS with session recordings on an e-commerce store, Arktis is the only tool on this list built for it, from $49 a month with a free plan. For product analytics with a friendlier interface, Mixpanel and Amplitude both now give you 1 to 2 million free events a month and usage-based paid plans. For heatmaps and recordings alone, Hotjar starts at $39 a month. For privacy-first web analytics with EU hosting and no cookies, Plausible starts at $9 a month and Umami is free for 100,000 events. For an open-source platform you can self-host, Matomo and Umami cost nothing beyond servers. For feature flags and experiments, Statsig's free tier matches PostHog's and its Pro plan is $150 a month. Nothing here beats PostHog on free volume for a software product; several beat it on what an e-commerce or marketing team actually needs.

At a glance

Why teams look for a PostHog alternative

The most consistent theme in 2026 reviews of PostHog, across G2, Product Hunt and Reddit, is the learning curve for non-technical users. The platform assumes an engineer owns the event schema, its query language is a SQL dialect, and experiments have no visual editor. PostHog itself positions the product for engineering-led teams, and it holds a 4.4 out of 5 on G2 from more than 760 reviews, so this is a fit question rather than a quality complaint.

The second theme is scope. PostHog's Marketing Analytics is an opt-in beta that imports ad spend from eight platforms and matches conversions to campaigns by UTM value, without attribution models, click ID matching or return on ad spend, and its Revenue Analytics is a beta whose dashboard has been removed in favor of SQL queries. Shopify order tracking needs a third-party app. For a product team none of that matters. For a brand spending on Meta and Google it is the whole job. The Arktis vs PostHog comparison goes through those gaps feature by feature.

The third theme is cost at scale. PostHog's free tier is generous, but past it every product meters separately, so a high-traffic store with recordings and a data warehouse can find its bill spread across five line items that each grew.

The 9 best PostHog alternatives

1. Arktis: for e-commerce attribution with session recordings

Arktis is a privacy-first attribution and user journey platform for e-commerce, built by Balthazar Project AB in Stockholm, so weigh this entry accordingly. It does the things PostHog leaves to betas and add-ons: it captures fbclid and gclid on landing, builds multi-touch journeys with switchable first-touch, last-touch, linear, time-decay and position-based models, turns connected ad spend into CAC and ROAS per campaign, imports Shopify orders, products and customers natively, and matches Stripe customers to their browsing history. Session recordings are included from the Growth plan and sit next to the attribution data for the same visitor, gated behind explicit consent enforced on the server, with everything hosted in the EU by default.

Pricing is by monthly tracked visitors rather than events: a free plan for 1,000 tracked visitors with no time limit, then $49, $149 and $349 a month, with AI agents from $199 a month. Full details are on the pricing page. Where PostHog is better: product analytics depth, feature flags, experiments, error tracking and a far larger free tier. If your business is software rather than commerce, stay with PostHog or look at Mixpanel and Amplitude below.

2. Mixpanel: product analytics marketers can actually use

Mixpanel is the closest like-for-like replacement for PostHog's product analytics with an interface built for people who do not write SQL. As of September 2026 its free plan covers up to 1 million events a month with unlimited seats and 10,000 session replays, and the Growth plan is usage-based, starting at $0 and scaling to 20 million events with up to 500,000 replays. Enterprise is custom. Mixpanel reports on UTM parameters but has no ad spend integration or attribution model, so it answers "what did users do" better than "which ad brought them." Our Arktis vs Mixpanel comparison covers the e-commerce angle in depth.

3. Amplitude: analytics plus experimentation at scale

Amplitude has moved to event-based pricing with a free plan of 2 million events a month, 10,000 session replays and limited experiments, then a usage-based Plus plan that starts at $0 and scales to 70 million events, with Growth and Enterprise on custom pricing that adds more replays, SSO and role-based access. It is the strongest choice on this list for a company that wants product analytics, experimentation and AI agents in one contract, and the one with the steepest enterprise pricing once you leave self-serve. Like Mixpanel, it reports UTMs but does not model attribution or import ad spend. See Arktis vs Amplitude for the detail.

4. Hotjar: heatmaps and recordings for CRO teams

If the part of PostHog you actually used was session replay, Hotjar (now part of Contentsquare) is the dedicated tool. Its Observe product runs from $39 a month on the Plus plan with 100 recorded sessions a day, $99 for 500 a day and $213 for 1,500, while customers migrate to Contentsquare's unified tiers starting at $49 a month for Growth. Heatmaps are its signature feature and its surveys product is priced separately. It has no attribution, no ad spend and no product analytics, and recording caps are daily rather than monthly, which matters during traffic spikes. Arktis vs Hotjar explains where recordings alone fall short for a store.

5. Heap: autocapture product analytics for SaaS

Heap is the PostHog alternative for teams that liked autocapture and want it in a more guided product. The free plan covers 10,000 sessions a month with six months of history; the paid Growth, Pro and Premier tiers are not published, with aggregators citing entry costs around $300 a month, and session replay is a paid add-on. Heap is built for SaaS product teams and its quote-based pricing is the opposite of PostHog's transparency, so it suits companies that expect a sales conversation. Our Arktis vs Heap comparison covers the pricing question.

6. Plausible: privacy-first web analytics from $9 a month

Plausible is the answer if what you wanted from PostHog was simple, cookieless web analytics that does not need a consent banner. Made and hosted in the EU, it starts at $9 a month on annual billing for 10,000 pageviews on one site, $14 for Growth with three sites and three team members, and $19 for Business with ten sites, five years of retention, funnels and a basic e-commerce attribution feature. There is a 30-day trial but no free cloud plan, and the open-source Community Edition can be self-hosted for free. It does not record sessions, does not import ad spend, and its attribution is campaign-level rather than modeled, which is fine for a content site and thin for a store running paid social.

7. Matomo: the open-source Google Analytics replacement

Matomo is the most complete open-source analytics platform and the one most often self-hosted as a PostHog alternative. The On-Premise Community Edition is free with unlimited users and hits; Matomo Cloud starts at €29 a month for 50,000 hits, where a hit is any tracked action rather than a pageview, and scales through tiers up to 5 million hits. Heatmaps, session recording, A/B testing and form analytics are premium plugins sold separately, with a Team bundle at €275 a month. Matomo has campaign reporting and e-commerce tracking but no ad spend import or attribution modeling, and self-hosting means you own the servers, backups and upgrades.

8. Umami: lightweight open-source web analytics, free to start

Umami is the minimalist option: an MIT-licensed, cookieless web analytics tool you can self-host for free or run on Umami Cloud, where the Hobby plan covers 100,000 events a month on one site with six months of retention at no cost, Pro is $20 a month for 1 million events across up to 20 sites, and Business is $200 a month for 10 million events with unlimited sites. It reports pageviews, referrers, UTMs and custom events in a single clean dashboard, and funnels, retention, goals and campaign attribution reports are included on every plan. Session replays and heatmaps arrive on the Business plan, with 5,000 replays a month included. For a marketing site that needs traffic numbers without a consent banner it is hard to beat on price. What it lacks is ad spend import and attribution modeling, so it can tell you which campaign a visitor arrived from but not what that campaign cost per order.

9. Statsig: feature flags and experiments without the rest

Statsig is the PostHog alternative for engineering teams that mainly used flags and experiments. Its Developer tier is free with 2 million events a month and includes feature flags, experiments, product analytics and 50,000 session replays, so it matches PostHog's free tier on the developer side. Pro is $150 a month with 5 million events and $0.05 per additional thousand, and Enterprise adds warehouse-native deployment and SSO. It is a developer tool through and through, with no marketing attribution and no commerce integrations, and belongs on this list because it is the one alternative that competes with PostHog on its home turf.

How to choose

Decide what question you need answered first. If it is "which ads drive orders and at what cost," only Arktis on this list answers it without a data pipeline, and you can test the attribution logic on our free attribution model comparison tool before installing anything. If it is "how do users behave inside the product," Mixpanel or Amplitude, both now with 1 to 2 million free events. If it is "what did visitors do on this page," Hotjar. If it is "how much traffic do we get, without cookies," Plausible or Umami, with Matomo if you want to self-host something bigger. If it is "which variant wins," Statsig. Then check the two constraints that catch teams later: whether your customers are in Europe, where Arktis, Plausible, Matomo and Umami handle consent and residency by default, and whether pricing is per event or per visitor, because a store that triples its event volume after a product launch will feel that on an event-priced tool. Our guide to GDPR compliant analytics covers the first constraint.

When to stay with PostHog

If you are building software, have engineers who will own the event schema, and want analytics, replay, flags, experiments, error tracking and a warehouse under one free tier that most companies never exceed, PostHog is the right choice and none of the tools above replaces all of it. It also has an EU cloud, a consent API and an open-source license. The alternatives on this list are for teams whose primary question is commercial or marketing rather than product, or who need something simpler than PostHog's full platform. For e-commerce attribution specifically, the tools to compare beyond this list are Triple Whale and Northbeam, covered in our Triple Whale alternatives guide.

Sources

PostHog pricing page, accessed 3 September 2026

Mixpanel pricing page, accessed 4 September 2026

Amplitude pricing page, accessed 4 September 2026

Plausible Analytics pricing, accessed 4 September 2026

Matomo pricing page, accessed 4 September 2026

Umami Cloud pricing, accessed 4 September 2026

Statsig pricing page, accessed 4 September 2026

Hotjar pricing page, as verified for our July 2026 comparison

Heap pricing page, as verified for our July 2026 comparison

PostHog documentation: Marketing Analytics (beta)

Pretty Insights: PostHog review 2026

G2: PostHog reviews