battles / Analytics
Kochava vs Wayflyer
Kochava ($1,500/mo/mo, vibe code 3/10) vs Wayflyer ($1,500/mo/mo, vibe code 3/10). Wayflyer is the easier one to rebuild yourself — here is what you lose either way.
Analytics
$1,500/mo/mo
- MVP
- 3 weeks
- Full replacement
- 18+ months, limited by MMP network certifications
Analytics
$1,500/mo/mo
- MVP
- 1 week
- Full replacement
- Impossible to fully replace (requires debt facility and balance sheet capital)
easier to rebuild
get the build prompt →price gap / year
usage-based
running both / year
$36,000/mo
our call
Start with Wayflyer — highest vibe code, weakest moat.
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
Wayflyer
You can easily build the marketing dashboard and ROAS aggregator in a weekend. However, Wayflyer is a capital provider, not just a software vendor. You cannot prompt-engineer institutional debt facilities, credit underwriting, or debt collection infrastructure.
you can rebuild
- Multi-channel ad spend aggregation dashboard
- Blended ROAS and blended CAC metrics calculations
- Daily store sales and refund tracking
- SKU-level gross margin visualization
- Inventory reorder stockout forecasting
what you lose
- Access to non-dilutive inventory financing lines
- Flexible daily revenue-proportionate debt repayment schedules
- Institutional underwriting and credit risk assessment
- Merchant performance benchmarking against industry datasets
- Direct bank rails integration for automated repayments
real moats
- Multi-hundred-million-dollar institutional debt facilities
- Proprietary credit default risk models trained on historical merchant performance
- Lending regulations and financial compliance frameworks across regions
Questions people ask
Which is easier to rebuild with AI, Kochava or Wayflyer?
Wayflyer. It scores 3/10 on vibe code with a moat of 6/10, so an AI-assisted MVP takes about 1 week and a full replacement about Impossible to fully replace (requires debt facility and balance sheet capital).
Which one costs less, Kochava or Wayflyer?
Kochava 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 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
What do I lose if I replace Wayflyer?
Access to non-dilutive inventory financing lines Flexible daily revenue-proportionate debt repayment schedules Institutional underwriting and credit risk assessment
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