battles / Analytics
AppsFlyer vs Kochava
AppsFlyer ($1,500/mo/mo, vibe code 2/10) vs Kochava ($1,500/mo/mo, vibe code 3/10). Kochava is the easier one to rebuild yourself — here is what you lose either way.
Analytics
$1,500/mo/mo
- MVP
- 1 month
- Full replacement
- Impossible / 24+ months (Requires official MMP certification with Meta, Google, and Apple)
Analytics
$1,500/mo/mo
- MVP
- 3 weeks
- Full replacement
- 18+ months, limited by MMP network certifications
easier to rebuild
get the build prompt →price gap / year
usage-based
running both / year
$36,000/mo
our call
Start with Kochava — highest vibe code, weakest moat.
AppsFlyer
AppsFlyer's core value is its Mobile Measurement Partner (MMP) status with Meta, Google, TikTok, and Snap, along with native SKAdNetwork / Privacy Sandbox implementations. Building a custom event ingestion pipeline is straightforward, but independent developers cannot obtain raw install attribution payloads directly from self-attributing networks.
you can rebuild
- In-app custom event tracking and analytics
- First-party web-to-app referral tracking via custom parameters
- Internal LTV and retention cohort reporting
- Push notification conversion triggers
- Basic user journey visualization
what you lose
- Self-Attributing Network (SAN) integration with Meta, Google, and TikTok
- Apple SKAdNetwork postback decoding and conversion value schemas
- Protect360 real-time mobile ad fraud prevention
- OneLink deferred deep-linking across edge cases (iOS/Android store fallbacks)
- Pre-built cost-aggregation APIs across 10,000+ ad networks
real moats
- Certified MMP (Mobile Measurement Partner) status with Meta, Google, TikTok, and Amazon
- Direct integration with Apple SKAdNetwork and Android Privacy Sandbox frameworks
- Device-level fraud detection dataset processed across billions of active installs
open source escape hatches
- PostHog MIT / ELv2
- Snowplow BDP / Micro Apache-2.0
- Mixpanel Open Source SDKs Apache-2.0
Kochava
Kochava's underlying event tracking and attribution logic are straightforward to code, but you cannot replicate its Mobile Measurement Partner (MMP) status. Major ad networks like Meta, Google, and Apple only transmit fine-grained install attribution data to certified MMPs.
you can rebuild
- Custom rule-based attribution modeling (last-touch, first-touch, multi-touch)
- Raw event ingestion and client-side event payload validation
- Cohort retention and customer lifetime value (LTV) dashboarding
- UTM and custom referral link parameter parser engine
- Data warehouse exporter to Snowflake or BigQuery
what you lose
- Official MMP status with Meta, Google, TikTok, and Snap for SAN data access
- Cryptographically validated Apple SKAdNetwork / AdAttributionKit decoding pipeline
- SmartLinks cross-platform dynamic deep linking framework for iOS Universal Links and Android App Links
- Real-time SDK spoofing and ad click-flooding fraud detection algorithms
- Pre-configured server-to-server postbacks to thousands of ad networks
real moats
- Official MMP partner accreditation with Self-Attributing Networks (SANs)
- Device footprint and proprietary identity resolution graphs
- Widespread mobile SDK deployment across thousands of high-profile apps
open source escape hatches
- PostHog MIT
- RudderStack AGPL-3.0
- Snowplow Analytics Apache-2.0
Questions people ask
Which is easier to rebuild with AI, AppsFlyer or Kochava?
Kochava. It scores 3/10 on vibe code with a moat of 7/10, so an AI-assisted MVP takes about 3 weeks and a full replacement about 18+ months, limited by MMP network certifications.
Which one costs less, AppsFlyer or Kochava?
AppsFlyer at $1,500/mo/mo for a typical mid-market store. The gap between the two is about usage-based a year.
What do I lose if I replace AppsFlyer?
Self-Attributing Network (SAN) integration with Meta, Google, and TikTok Apple SKAdNetwork postback decoding and conversion value schemas Protect360 real-time mobile ad fraud prevention
What do I lose if I replace Kochava?
Official MMP status with Meta, Google, TikTok, and Snap for SAN data access Cryptographically validated Apple SKAdNetwork / AdAttributionKit decoding pipeline SmartLinks cross-platform dynamic deep linking framework for iOS Universal Links and Android App Links
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