Best Analytics Apps for Shopify — Ranked by Speed
23 heatmaps, session recording, and store analytics apps ranked by JavaScript payload, CPU time, and mobile impact — independent benchmarks, no affiliate rankings.
23 Apps benchmarked
15 Grade A or B
76 ms Avg CPU cost
305 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 (Grade A).
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How we measure — Each app is profiled on real live Shopify merchant stores using a Playwright-controlled browser with 4× CPU throttle and mobile viewport — matching Google Lighthouse's mid-range Android benchmark. V8 CPU cost is the ScriptDuration delta captured via Chrome DevTools Protocol. Results are the median across multiple stores.
Read the full methodology →