Analytics Tools for Mobile Apps

What Mobile Apps Actually Need

Mobile analytics has different requirements than web:

• Offline event queuing — Network isn’t always available
• SDK size and performance — Every KB matters in app bundles
• App lifecycle tracking — Installs, opens, backgrounds, crashes
• Cross-device identity — Users switch between devices
• Attribution integration — Where did installs come from?

GA4-style web analytics doesn’t cover these well. Product analytics tools do.

Quick Decision

Comparison Snapshot

Tool Profiles

Mixpanel — Mature mobile SDKs with generous free tier

Mixpanel has invested heavily in mobile — mature SDKs, offline queuing, and 20M free events/month.

Fits mobile apps when:

• You need reliable iOS and Android SDKs
• 20M free events/month covers your scale
• Funnels and retention analysis are primary needs
• React Native or Flutter support matters
• You want proven mobile-first infrastructure

Less suited when:

• You need session recordings (not included)
• You need predictive analytics (Amplitude has this)
• Self-hosting is required

Mobile-specific strengths:

• Automatic event enrichment (device, OS, carrier)
• Robust offline event queuing
• Cross-device identity resolution
• Push notification analytics

Starting price: $24/mo | Free plan: Yes (20M events)

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Amplitude — Behavioral analytics with predictions

Amplitude offers deeper behavioral analytics including predictive features — useful for understanding which users will churn or convert.

Fits mobile apps when:

• You need predictive analytics (churn risk, conversion forecasting)
• Cross-platform journeys (web + mobile) are important
• You want lifecycle analysis and behavioral cohorts
• 10M free events/month is sufficient

Less suited when:

• You need session recordings
• Budget is very constrained at scale
• You want simpler, less complex interface

Mobile-specific strengths:

• Predictive cohorts for mobile engagement
• Cross-platform identity stitching
• App-specific behavioral analysis
• Mature React Native and Flutter SDKs

Starting price: $0/mo | Free plan: Yes (10M events)

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PostHog — Analytics + recordings bundled

PostHog bundles product analytics with session recordings — see what users do AND watch how they do it.

Fits mobile apps when:

• You want session recordings alongside analytics
• Self-hosting for data control is required
• Developer-focused team prefers open-source
• You need feature flags for mobile rollouts
• 1M cloud events/month is sufficient

Less suited when:

• You need 10M+ free events (PostHog cloud: 1M)
• Non-technical team needs simpler interface
• You don’t need session recordings

Mobile-specific strengths:

• Session recordings on mobile (unique)
• Feature flags for mobile releases
• Open-source mobile SDKs
• Self-hosting option

Starting price: $0/mo | Free plan: Yes (1M cloud, unlimited self-hosted)

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Google Analytics 4 — Free but less mobile-native

GA4 is free and supports mobile, but it’s designed for web-first with mobile as an add-on.

Fits mobile apps when:

• Budget is the primary constraint
• Marketing attribution is the main need
• You already use Google’s ecosystem
• Basic app analytics are sufficient

Less suited when:

• You need mobile-native features (offline queuing, lifecycle events)
• Product analytics depth is required
• SDK size matters (GA4 is heavy)

Mobile-specific limitations:

• Offline queuing is limited
• SDK is larger (~500KB)
• Less mobile-native than Mixpanel/Amplitude
• Data sampling on free tier

Starting price: $0/mo | Free plan: Yes (unlimited)

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Smartlook — Mobile-first session recordings

Smartlook is built specifically for mobile app session recordings — watch exactly how users interact with your app.

Fits mobile apps when:

• Session recordings on mobile are the primary need
• You want to see tap, swipe, and gesture patterns
• React Native or Flutter app needs recordings
• Retroactive event tracking is valuable
• You want always-on recording without sampling

Less suited when:

• You only need product analytics (funnels, cohorts)
• Free tier is required (has free tier but limited)
• You want predictive analytics
• Marketing attribution is the focus

Mobile-specific strengths:

• Native iOS and Android SDKs
• React Native and Flutter support
• Touch heatmaps for mobile
• Crash analytics with session replay
• Retroactive event definition

Starting price: $55/mo | Free plan: Yes (limited sessions)

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Mobile SDK Comparison

Mobile-Specific Evaluation Checklist

• Offline event queuing — What happens without network?
• SDK binary size — Impact on app download size
• Battery impact — Background processing behavior
• App lifecycle events — Install, open, background, crash tracking
• Cross-device identity — Anonymous to identified user linking
• Push notification tracking — Integration with FCM/APNs
• Attribution compatibility — Works with Adjust, AppsFlyer, Branch?
• Cross-platform SDKs — React Native, Flutter support quality

Common Mobile Analytics Mistakes

Ignoring offline behavior: Test event capture with airplane mode. Users are often offline.

Bloated event payloads: Every event property adds latency and battery drain. Be selective.

Identity fragmentation: Link anonymous sessions to logged-in users correctly, or lose user journeys.

SDK version lag: Keep SDKs updated — old versions have bugs and miss features.

Missing lifecycle events: Track app opens, backgrounds, and crashes. Default events aren’t enough.

Frequently Asked Questions

Which has the best mobile SDKs?

Mixpanel and Amplitude both have mature, well-documented mobile SDKs with reliable offline queuing. PostHog SDKs are good but younger.

Which is cheapest for mobile apps?

GA4 is free with unlimited events. PostHog and Amplitude have generous free tiers. Mixpanel has the most free events at 20M of the product analytics tools.

Can I track mobile and web together?

Yes. Mixpanel, Amplitude, and PostHog all support cross-platform identity resolution. GA4 also supports both but with less product analytics depth.

Which supports React Native best?

Mixpanel and Amplitude have first-party React Native SDKs. PostHog has community-maintained support. GA4 React Native support is limited.

Bottom Line

Related Pages

• Mixpanel vs Amplitude — Direct comparison
• PostHog vs Amplitude — Bundled vs specialized
• Analytics tools for product managers — PM-focused
• Analytics tools category — All analytics tools