Caption vs Pop Convert: Shopify Performance Comparison
Pop Convert wins with Grade C vs Grade D — a one-grade performance difference that compounds on mobile devices.
Both apps provide popup, email capture, and 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 | Caption | Pop Convert | Faster |
|---|---|---|---|
| Overall Grade | D | C | Pop Convert |
| JS Payload | 517.67 KB | 329.81 KB | Pop Convert |
| CPU Desktop | 76 ms | 48 ms | Pop Convert |
| CPU Mobile | 127 ms | 163 ms | Caption |
| Layout Shift | 0.0 | 0.0 | Caption |
Mobile CPU measured with 4× CDP throttle (mid-range Android). Tested 2026-05-31.
Pop Convert — The Faster Option (Grade C)
Pop Convert scores Grade C with a JS payload of 329.81 KB and 48 ms desktop CPU execution. Mobile CPU: 163 ms. Even as the faster of the two options, merchants on mobile-heavy stores should weigh its impact on their combined app stack.
View full Pop Convert speed report →
Caption — The Heavier Option (Grade D)
Caption scores Grade D with a JS payload of 517.67 KB and 76 ms desktop CPU execution. Mobile CPU: 127 ms. This places it in the heavier half of StackConflict’s benchmark dataset — merchants running mobile-first stores should evaluate whether the feature value justifies the performance tradeoff.
View full Caption speed report →
When to Choose Caption
- Its unique feature set has no lighter equivalent in StackConflict’s database
- Your store traffic is predominantly desktop
- You have already removed or lightened other heavy scripts to compensate
When to Choose Pop Convert
- Its unique feature set has no lighter equivalent in StackConflict’s database
- Your store traffic is predominantly desktop
- You have already removed or lightened other heavy scripts to compensate
Performance Verdict
Winner: Pop Convert — Pop Convert wins with Grade C vs Grade D — a one-grade performance difference that compounds on mobile devices.
Both apps carry Grade C — see StackConflict’s full Popups rankings for lighter alternatives.
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 2026-05-31.