Bold Product Options vs Rebuy: Shopify Performance Comparison
Bold Product Options wins with Grade C vs Grade D — a one-grade performance difference that compounds on mobile devices.
Both apps provide personalization and product recommendations 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 | Bold Product Options | Rebuy | Faster |
|---|---|---|---|
| Overall Grade | C | D | Bold Product Options |
| JS Payload | 247.58 KB | 732.41 KB | Bold Product Options |
| CPU Desktop | 11 ms | 126 ms | Bold Product Options |
| CPU Mobile | 98 ms | 475 ms | Bold Product Options |
| Layout Shift | 0.0006 | 0.0 | Rebuy |
Mobile CPU measured with 4× CDP throttle (mid-range Android). Tested 2026-05-30.
Bold Product Options — The Faster Option (Grade C)
Bold Product Options scores Grade C with a JS payload of 247.58 KB and 11 ms desktop CPU execution. Mobile CPU: 98 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 Bold Product Options speed report →
Rebuy — The Heavier Option (Grade D)
Rebuy scores Grade D with a JS payload of 732.41 KB and 126 ms desktop CPU execution. Mobile CPU: 475 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 Rebuy speed report →
When to Choose Bold Product Options
- 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 Rebuy
- 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: Bold Product Options — Bold Product Options 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 Personalization 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 2026-05-30.