Kochava vs Singular: data pipeline depth vs UA aggregation

Kochava vs Singular: data pipeline depth vs UA aggregation

Two strong MMPs that win on different jobs. Pick by where your pain is.

Kochava
— ✓ Deepest raw-log and free data-marketplace access, great for in-house data teams
— ✓ Flexible identity and CTV coverage
— ✗ Steeper learning curve, dashboard less polished

Singular
— ✓ Best-in-class cost/ROI aggregation, pulls spend from every network into one ROAS view
— ✓ Cleanest creative-level reporting across channels
— ✗ Attribution is solid but the standout value is the marketing-data unification

If your bottleneck is reconciling spend and revenue across 20 networks, Singular's aggregation saves a full-time analyst. If you need raw logs piped into your own modeling, Kochava's pipeline wins.

Verdict: Singular for cross-network cost/ROI clarity, Kochava for raw-data engineering control.
Best for: UA teams choosing between reporting clarity and pipeline flexibility.