Databox vs Causality Engine
Side-by-side comparison of business analytics dashboards vs upload your ga4 csv, see what actually works in 5-10 minutes. Updated for 2026.
| Feature | Databox | Causality EngineYou are here |
|---|---|---|
| Starting price | Free tier available | €99 one-time |
| Pricing model | Free plan; paid plans on the vendor's pricing page | €99 one-time or €299/mo Pro |
| Methodology | KPI dashboarding (no attribution modeling) | causal inference |
| Setup time | 30 minutes | 5–10 minutes (GA4 CSV upload) |
| Pixel required? | No | No |
| Measures incrementality? | No | Yes, causal inference |
| iOS 14.5+ resilient? | Partial | Yes, aggregate data |
| Developer required? | No | No |
| Contract required? | Often | No, cancel anytime |
| Time to first insight | 30 minutes | Minutes |
| Best for | Teams wanting KPI dashboards across multiple data sources | Any ecommerce brand using GA4, frustrated with platform-reported attribution |
Pricing verified from Databox's pricing page (2026-09-08). Competitor pricing is each vendor's publicly listed pricing as read on the date shown, and it changes without notice: verify on the vendor's own site before relying on it. Vendors without a public price are marked as such. Comparisons set Causality Engine's one-time €99 analysis against subscription models.
See the difference on your own data
Upload your GA4 CSV · 5–10 min insights · €99 · Full refund
Where Databox falls short
- Dashboard/reporting tool, no attribution
- A reporting and dashboard layer; it does not estimate what caused conversions
- No causal measurement
- Descriptive analytics only
Why brands choose Causality Engine instead
- Attribution modeling not just dashboards
- Explains causation not just correlation
- Prescriptive budget recommendations
- Actionable insights instead of charts
Try it risk-free for €99
One-time analysis. No subscription. See your true channel-level ROAS in minutes. Full refund if you don't see the value.
“We discovered 34% of our revenue was hidden by last-click. CE found it in minutes.”
Maarten V., OFFFTRACK
“€47K/month our dashboards never showed. We reallocated budget the same week.”
Simone K., The Two Sisters
Last-click guesses.We run the math.
Causal attribution for ecommerce brands. Watch the model work on a sample store first, then upload your GA4 export and see which channels really drove revenue in 5–10 minutes. €99, pay-per-use. Pro at €299/mo when you want it continuous.
No signup for the demo. Book a 20-min call or compare plans.