Best mobile analytics tool for apps

Combined ranking

1. 1
   Amplitudeincumbent—15 pts

   GPT #1Claude #1Gemini #1

   Best overall product analytics for apps: strong funnels, cohorts, retention, behavioral segmentation, experimentation, governance, warehouse connections, and executive-ready insight workflows

   To stay #1 Make pricing and implementation simpler for smaller app teams

2. 2
   Mixpanelincumbent▲111 pts

   GPT #3Claude #2Gemini #2

   Fastest time-to-insight of the majors — clean UI, powerful ad-hoc segmentation, generous free tier, and 2025-26 pricing simplification made it the best value for product analytics on mobile

   To rank higher Needs stronger native mobile-specific tooling (crash context, app-version cohort automation) to match Amplitude's enterprise depth

3. 3
   Google Analytics for Firebase▼19 pts

   GPT #2Claude #4Gemini #3

   The default mobile analytics baseline: free at huge scale, excellent Android/iOS SDK coverage, BigQuery export, and tight links to Crashlytics, Remote Config, A/B Testing, Ads, and Play ecosystem data

   To rank higher Become less GA4-constrained and offer stronger native product analytics workflows

4. 4
   PostHognew4 pts

   GPT —Claude #3Gemini #5

   All-in-one open-source platform — product analytics, session replay, feature flags, A/B testing, and surveys in one SDK with transparent usage pricing and self-host option, hugely popular with developer-led teams

   To rank higher Mobile SDKs and mobile session replay still trail its web experience in maturity and polish — closing that gap would move it up

5. 5
   UXCam—3 pts

   GPT #5Claude —Gemini #4

   Premier qualitative mobile tool capturing high-fidelity session recordings, heatmaps, and crash correlations with automatic screen detection.

   To rank higher Strengthen its quantitative analytics capabilities to better support complex multi-stage conversion funnels.

6. 6
   AppsFlyerincumbent▼22 pts

   GPT #4Claude —Gemini —

   Best mobile marketing analytics and attribution platform: elite ad-network coverage, SKAN/privacy-era attribution, fraud protection, deep links, cohort ROI, and campaign measurement

   To rank higher Add stronger first-party product analytics so it is not mainly a marketing measurement platform

7. 7
   Adjustincumbentnew1 pts

   GPT —Claude #5Gemini —

   Leading mobile measurement partner (MMP) — attribution, SKAdNetwork/AdAttributionKit support, fraud prevention, and incrementality measurement that ad-driven apps can't ship without

   To rank higher It's attribution-first, not product-analytics-first — richer in-app behavioral analysis would make it a one-stop mobile stack

Rank history

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously