Report Pundit vs Upstack Data ‑ Tracking Pixel

Based on the data on this page, Report Pundit: Custom Reports is the stronger choice for most Shopify App Store merchants — 5.0★ vs Upstack Data ‑ Tracking Pixel's 4.3★ is a meaningful gap that usually reflects real product or support quality differences across the user base.

Pricing entry tiers: Report Pundit: Custom Reports at Free plan available, Upstack Data ‑ Tracking Pixel at Free plan available. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (seats, usage volume, integrations) varies.

Report Pundit: Custom Reports has the larger user base (2,026 reviews vs 33), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Upstack Data ‑ Tracking Pixel's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.

Recommended by size: small/early-stage merchants who need fast install and low risk should default to Report Pundit: Custom Reports; mid-market and enterprise merchants with specific feature requirements should evaluate both — Upstack Data ‑ Tracking Pixel's 33-review base may include the workflow context that matches your specific use case better than Report Pundit: Custom Reports's broader-but-shallower coverage.

This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.

Is Report Pundit: Custom Reports or Upstack Data ‑ Tracking Pixel cheaper?

Both Report Pundit: Custom Reports and Upstack Data ‑ Tracking Pixel offer paid plans only. Report Pundit: Custom Reports starts at Free plan available; Upstack Data ‑ Tracking Pixel starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.

Which has better reviews, Report Pundit: Custom Reports or Upstack Data ‑ Tracking Pixel?

Report Pundit: Custom Reports has the higher average rating (5.0★ from 2,026 reviews) compared to Upstack Data ‑ Tracking Pixel (4.3★ from 33 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.

Should I choose Report Pundit: Custom Reports or Upstack Data ‑ Tracking Pixel?

Report Pundit: Custom Reports holds the higher average rating (5.0★ vs 4.3★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.

Which is faster to set up, Report Pundit: Custom Reports or Upstack Data ‑ Tracking Pixel?

Both apps are one-click installs from the Shopify App Store. Report Pundit: Custom Reports has the deeper published review base (2,026 vs 33), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.

Which works better for small vs large Shopify App Store merchants?

Report Pundit: Custom Reports typically suits early-stage and growth-mode teams based on its published review base (2,026 reviews). Upstack Data ‑ Tracking Pixel typically suits early-stage and growth-mode teams based on its published review base (33 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.