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D
Critical
Feature Heavy

Route

by Route · order-tracking 3.6 (338 reviews)
Grade D driven by large download payload and high main-thread CPU cost. High conversion risk on mobile storefronts.
What this means for your store

The Route app is quite heavy and will noticeably slow down your store, especially for customers on mobile. It adds about 191 milliseconds of delay on desktop and a significant 1308 milliseconds on mobile, which is much higher than the 7-millisecond average for other order-tracking apps. This extra processing time can make your pages feel sluggish and less responsive to your customers.

📦 Network D 2149.73 KB
CPU C
191 ms desktop 1308 ms mobile measured
⚠ ~13% conversion risk · Google/Deloitte benchmark
📐 Layout A Stable (CLS 0.0006)
🛡️ May run sandboxed via Shopify Web Pixels — analytics/marketing scripts in this category often execute off the main thread. Actual storefront impact may be lower than measured.
Trusted by 338+ merchants · 3.6 / 5 on Shopify App Store
💡 Performance Trade-off

Route scores Grade D because it delivers a full-featured order tracking environment on every page load — introducing a 191 ms CPU overhead on desktop (~1308 ms on mobile). This is the performance "tax" for deep order tracking functionality. If order tracking conversion is a priority for your store, this trade-off may be worth it.

Install Route on Shopify → Grade D · High conversion risk on mobile
🚨 Replace this app to protect your conversion rate See full comparison ↓
Install Route on Shopify →
🛠️ How to minimize Route's speed impact

You don't have to choose between order tracking features and page speed. Pairing Route with a dedicated script optimizer can defer its 191 ms CPU hit until after the page is interactive:

A
Booster Page Speed LAB VERIFIED ✓ 2.89 KB · 1 ms CPU · Grade A
View → Install →
→ View Booster Page Speed full lab report (71 apps tested) → Browse all 8 benchmarked page speed optimization apps
Route is hurting your conversion rate — replace it:
Parcel Panel — Grade A → Track123 — Grade A →

Route — Performance Grade D

Critical — avoid on mobile stores

⚠️ Route earns Grade D: Grade D driven by large download payload and high main-thread CPU cost. High conversion risk on mobile storefronts. At 2149.73 KB and 191 ms desktop CPU, this app adds measurable weight to your store's JavaScript budget — compounding with every other installed app.

Route is a order tracking and delivery notifications app for Shopify that has been assigned Grade D by StackConflict’s independent performance lab — the lowest classification in our A–D grading scale. Our lab recorded an oversized JavaScript bundle that exceeds the entire third-party JS budget recommended by Google (2149.73 KB compressed) and a significant main-thread cost that can delay Time-to-Interactive on mid-range Android devices (191 ms desktop V8 execution). These figures place it in the D-tier for Shopify app performance.

On mobile devices, StackConflict’s 4× throttle pass measured Route’s execution cost directly at 1308 ms (1.3s) on mid-range Android hardware. This is within a manageable range, but stacks additively with every other third-party script on your store. Merchants adding multiple apps should monitor combined mobile CPU load using StackConflict’s Stack Builder. A Cumulative Layout Shift score of 0.0006 also registers as a moderate signal for Core Web Vitals.

Verdict (Grade D — Critical): If Shopify store speed and mobile conversion are priorities, merchants should evaluate lighter alternatives before committing to Route. StackConflict has benchmarked ShipInsure in the same order tracking category — both carry Grade A or B ratings with significantly lower payload and CPU profiles. The performance difference compounds on mobile-first stores where JavaScript parse, compile, and execution times are amplified by device limitations.

Lab Results

MetricValueGrade
JS Payload2149.73 KBD
CPU Execution (desktop)191 msC
CPU Execution (mobile)1308 ms
Cumulative Layout Shift0.0006A
Overall GradeD
CategoryOrder Tracking
Last tested2026-05-30

Lab Verdict

Grade D driven by large download payload and high main-thread CPU cost. High conversion risk on mobile storefronts.

Grading Scale

Each app is graded across three independent dimensions. The final grade is the worst of the three — no dimension can be hidden by a good score elsewhere.

GradePayloadCPU (desktop)CLSRisk
A≤ 30 KB≤ 50 ms< 0.1Lightweight — zero friction
B≤ 150 KB≤ 150 ms< 0.25Acceptable — monitor on mobile
C≤ 500 KB≤ 500 ms< 0.5Heavy — high conversion risk
D> 500 KB> 500 ms≥ 0.5Critical — avoid on mobile stores

Faster Alternatives

These order tracking apps have earned a Grade A or B in our lab and are drop-in alternatives worth evaluating:

About This Test

StackConflict measures app performance in a clean-room environment. Each app’s JavaScript bundle is injected into an owned Shopify development store via a Playwright-controlled browser, with no other third-party apps installed. V8 CPU cost is the ScriptDuration delta measured before and after injection on the same live page. Mobile CPU estimate applies the 4× Lighthouse slowdown factor to approximate real-device impact.

Install Route


Data sourced from the StackConflict Lab. Last updated 2026-05-30.

Verification & Methodology
runs 2 independent clean-room runs · latest result shown
baseline control storefront scanned without injection → V8 ScriptDuration delta isolates app cost
lighthouse not cross-validated (Lighthouse CLI not run)
fingerprint 6eb43e0401df3721…
mobile CPU ✓ 1308 ms — measured with 4× CDP throttle (mid-range Android)
raw trace HAR archive (public download coming Q3 2026)
tested 2026-05-30
Compare Route with
vs AfterShip (Grade A) → vs Estimated Delivery Days (Grade B) → vs Parcel Panel (Grade A) → vs Redo (Grade D) → vs ShipInsure (Grade B) → vs Shipway (Grade B) →