A question buyers ask AI

What are the alternatives to full-suite product analytics platforms if we only need funnels and cohort retention?

Measured in 1 answer, last on Nov 10, 2026. Only the passages that name a brand are shown.

Brands in the answers

BrandNamed inRecommended inPositiveAvg. position
Umami100%100%100%1
OpenPanel100%100%100%2
Pug100%100%100%3
PostHog100%100%100%4
Mitzu100%100%100%5
Plausible100%0%0%—
Lightdash100%0%0%—
Pirsch100%0%0%—
Mixpanel100%0%0%—
Apache Superset100%0%0%—
Amplitude100%0%0%—
Heap100%0%0%—
Countly100%0%0%—
Metabase100%0%0%—

Where each answer names a brand

Answer 1 · Nov 10, 2026 · 5 sources cited
Umami#1RecommendedSite citedpositive
“1. Umami Best lightweight option”
+ lightweight

“Best lightweight option”

+ funnels, retention, journeys, segments and cohorts

“- Funnels, retention, journeys, segments and cohorts.”

+ open-source and self-hosted option

“- Open-source, self-hosted option.”

+ simple analytics interface

“- Good choice if you want a simple analytics interface without a large product suite.”

OpenPanel#2RecommendedSite citedpositive
“2. OpenPanel Best Mixpanel alternative”
+ funnels, retention, cohorts and user profiles

“- Funnels, retention, cohorts and user profiles.”

+ open-source and self-hostable

“- Open-source and self-hostable.”

+ familiar event-based product analytics workflow

“- Offers a more familiar event-based product analytics workflow.”

Pug#3RecommendedSite citedpositive
“3. Pug Best minimal product analytics”
+ focus on trends, funnels, retention and user flows

“- Explicitly focuses on trends, funnels, retention and user flows.”

+ open-source and self-hostable

“- Open-source and self-hostable.”

+ supports web, mobile and server-side event tracking

“- Supports web, mobile and server-side event tracking.”

PostHog#4RecommendedSite citedpositive
+ strong funnels, retention and behavioral cohorts

“- Strong funnels, retention and behavioral cohorts.”

+ open-source with self-hosting options

“- Open-source with self-hosting options.”

+ mature analytics option

“- More functionality than you need, but a mature analytics option.”

Mitzu#5RecommendedSite citedpositive
+ warehouse-native product analytics

“- Warehouse-native product analytics.”

+ uses existing warehouse

“- Uses your existing warehouse rather than requiring a separate analytics data store.”

+ works with existing data warehouse

“- Interesting if you're already using Snowflake, BigQuery or another data warehouse.”

“One important distinction: tools like Plausible and Pirsch are excellent for website analytics, but I'd be careful about choosing them if you need sophisticated behavioral cohort retention.”
+ website analytics

“tools like Plausible and Pirsch are excellent for website analytics”

− behavioral cohort retention

“I'd be careful about choosing them if you need sophisticated behavioral cohort retention”

“Metabase · Lightdash · Apache Superset”
Pirschmixed
“One important distinction: tools like Plausible and Pirsch are excellent for website analytics, but I'd be careful about choosing them if you need sophisticated behavioral cohort retention.”
+ website analytics

“tools like Plausible and Pirsch are excellent for website analytics”

− behavioral cohort retention

“I'd be careful about choosing them if you need sophisticated behavioral cohort retention”

“If you only need funnels and cohort retention, you probably don't need a full-suite product analytics platform like Amplitude, Mixpanel, or Heap.”
“Metabase · Lightdash · Apache Superset”
“If you only need funnels and cohort retention, you probably don't need a full-suite product analytics platform like Amplitude, Mixpanel, or Heap.”
“If you only need funnels and cohort retention, you probably don't need a full-suite product analytics platform like Amplitude, Mixpanel, or Heap.”
“Countly | Yes | Yes | Self-hosted and mobile analytics”
“Metabase · Lightdash · Apache Superset”

Sources the answers cite

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