Analytics Apps for Shopify — Performance Ranked
23 benchmarked heatmaps, session recording, and store analytics apps, ranked by real JavaScript overhead measured in StackConflict's clean-room lab.
23 Apps benchmarked
14 Grade A or B
29 ms Avg CPU cost
116 ms Avg mobile CPU
★ 4.6 Avg merchant rating
FASTEST
Hotjar Analytics is the lightest heatmaps, session recording, and store analytics app we've tested — 14.81 KB payload and 8 ms CPU (Grade A).
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How we measure — Each app is injected into a clean Shopify dev store in a Playwright-controlled browser with no other apps installed. V8 CPU cost is the ScriptDuration delta before and after injection. Mobile estimate applies Google Lighthouse's 4× slowdown factor.
Read the full methodology →