Debutify vs Zotabox: Shopify Performance Comparison
Both apps score Grade B — Zotabox has the edge with 19 ms vs 26 ms desktop CPU execution.
Both apps provide all-in-one conversion optimization functionality for Shopify stores. This page presents StackConflict’s independent lab results for both — measured in a clean-room environment with no other apps installed.
Head-to-Head Metrics
| Metric | Debutify | Zotabox | Faster |
|---|---|---|---|
| Overall Grade | B | B | Tie |
| JS Payload | 44.89 KB | 115.16 KB | Debutify |
| CPU Desktop | 26 ms | 19 ms | Zotabox |
| CPU Mobile | 222 ms | 91 ms | Zotabox |
| Layout Shift | 0.0 | 0.0006 | Debutify |
Mobile CPU measured with 4× CDP throttle (mid-range Android). Tested 2026-05-30.
Zotabox — The Faster Option (Grade B)
Zotabox scores Grade B with a JS payload of 115.16 KB and 19 ms desktop CPU execution. Mobile CPU: 91 ms. It passes every StackConflict threshold for payload, CPU, and layout stability — making it safe to install on any storefront including mobile-first stores where Time-to-Interactive directly impacts conversion.
View full Zotabox speed report →
Debutify — The Heavier Option (Grade B)
Debutify scores Grade B with a JS payload of 44.89 KB and 26 ms desktop CPU execution. Mobile CPU: 222 ms. Performance is acceptable but worth monitoring, particularly on stores with high mobile traffic share.
View full Debutify speed report →
When to Choose Debutify
- You need its specific features and can monitor its mobile impact
- Your other apps are lightweight (Grade A) so there is headroom
- You are on desktop-skewed traffic where CPU cost matters less
When to Choose Zotabox
- You need its specific features and can monitor its mobile impact
- Your other apps are lightweight (Grade A) so there is headroom
- You are on desktop-skewed traffic where CPU cost matters less
Performance Verdict
Result: Comparable — Both apps score Grade B — Zotabox has the edge with 19 ms vs 26 ms desktop CPU execution.
About This Test
StackConflict measures each Shopify app in an isolated clean-room environment — a single development store, no other scripts, Playwright-controlled browser. V8 CPU cost is the ScriptDuration delta before and after injection. CLS is captured from the same browser session. Results represent the median of three independent runs with outliers removed.
Data from the StackConflict Lab. Last updated 2026-05-30.