Parcel Panel vs Track123: Shopify Performance Comparison
Both apps score Grade A — Parcel Panel has the edge with 3 ms vs 5 ms desktop CPU execution.
Both apps provide order tracking and delivery notifications 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 | Parcel Panel | Track123 | Faster |
|---|---|---|---|
| Overall Grade | A | A | Tie |
| JS Payload | 26.51 KB | 4.84 KB | Track123 |
| CPU Desktop | 3 ms | 5 ms | Parcel Panel |
| CPU Mobile | 33 ms | 31 ms | Track123 |
| Layout Shift | 0.0 | 0.0006 | Parcel Panel |
Mobile CPU measured with 4× CDP throttle (mid-range Android). Tested 2026-05-30.
Parcel Panel — The Faster Option (Grade A)
Parcel Panel scores Grade A with a JS payload of 26.51 KB and 3 ms desktop CPU execution. Mobile CPU: 33 ms. It passes every StackConflict threshold for payload, CPU, and layout stability — making it safe to install on any storefront including mobile-first stores where Time-to-Interactive directly impacts conversion.
View full Parcel Panel speed report →
Track123 — The Heavier Option (Grade A)
Track123 scores Grade A with a JS payload of 4.84 KB and 5 ms desktop CPU execution. Mobile CPU: 31 ms. Performance is acceptable but worth monitoring, particularly on stores with high mobile traffic share.
View full Track123 speed report →
When to Choose Parcel Panel
- You are running a mobile-heavy store and Core Web Vitals matter
- You want to stack multiple apps without worrying about combined JS cost
- Conversion rate optimisation is a key priority
When to Choose Track123
- You are running a mobile-heavy store and Core Web Vitals matter
- You want to stack multiple apps without worrying about combined JS cost
- Conversion rate optimisation is a key priority
Performance Verdict
Result: Comparable — Both apps score Grade A — Parcel Panel has the edge with 3 ms vs 5 ms desktop CPU execution.
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.