Delivery Time Analysis
All Locations · April 1–30, 2026 · 2,045 completed delivery orders
9 Locations
Key Metrics
Avg Courier Wait
11.5
minutes at restaurant
Avoidable Wait
6.9
minutes avg
Current Prep Setting
14.6
minutes avg
Actual Prep (p50)
16.4
minutes median
Delivery Leg
16.4
minutes avg
Total Order Duration
47.0
minutes avg
Key Findings
🔴 Root Cause: Prep Time Setting Is Too Low

The default prep time averages 14.6 min, but orders actually take a median of 16.4 min (75th percentile: 21.8 min) to prepare and hand off to couriers. This means couriers are dispatched too early and routinely arrive before food is ready — waiting an average of 11.5 min per order. Setting prep times to the p75 of actual prep would cover ~75% of orders with food ready before the courier arrives.

🟠 Lunch Rush Is the Worst Window

The 12pm–2pm window is your highest-risk period, with 12pm averaging 9.7 min avoidable wait and 1pm averaging 9.3 min. Both hours also have the longest actual prep times (p75: ~25 min) vs. a ~14.8 min prep setting — a gap of over 10 minutes. The dinner window (5pm–9pm) is nearly as bad, with avoidable waits of 8–9 min across those hours.

🟠 Mondays & Thursdays Are Consistently Hardest

Monday and Thursday both average 13.0 min courier wait with ~8 min avoidable — the worst days of the week. Wednesday is close behind at 12.5 min. Sunday is your best day at 8.9 min avg wait and only 4.6 min avoidable. The weekend (Fri–Sun) tends to have better prep alignment despite higher order volumes.

🔵 Delivery Leg Is Not the Bottleneck (Mostly)

Once the courier picks up and drives, delivery averages 16.4 min — reasonable. However, with a std deviation of 10.1 min there is meaningful variation by time of day (15 min at midnight vs. 20 min at 4pm–5pm). The problem is not the drive, it's the kitchen-to-courier handoff. Fixing the prep time setting is the highest-leverage action available.

🔴 Bad Hombres Mexican Kitchen: Outlier Alert

Bad Hombres Mexican Kitchen averages 24.7 min courier wait with 19.0 min avoidable — far above the portfolio average. While it has only 8 orders in this period, this location needs its prep time setting reviewed urgently. brEggfast Burritos is also elevated at 15.2 min avg wait and 10.0 min avoidable across 84 orders.

🟢 Late Night Is Holding Up Well

The midnight–2am window performs well relative to daytime: 10.5 min wait at midnight, 8.5 min at 1am, and just 7.0 min at 2am — with avoidable wait dropping to only 2.6 min by 2am. Late-night kitchen pace is more predictable and order flow is consistent. Steak & Frites leads all locations at just 8.6 min avg courier wait.

Average Order Phase Breakdown (minutes)
Where time goes in a typical 47-minute delivery order
Based on median/mean values across all 2,045 completed orders
16.4m prep
11.5m wait
2.7m
16.4m drive
Kitchen Prep (16.4 min actual median)
Courier Wait at Restaurant (11.5 min)
Pickup & Dispatch (est. 2.7 min)
Delivery Leg (16.4 min)
Charts
Courier Wait by Hour of Day
Total vs. avoidable portion (minutes)
Delivery Leg by Hour of Day
Avg drive time after pickup (minutes)
Courier Wait by Day of Week
Total vs. avoidable wait (minutes)
Order Volume & Delivery Leg by Day
Order count (bars) + avg delivery leg (line)
Prep Time Gap: Current Setting vs. Actual Prep by Hour
Blue bars = current prep time setting · Orange line = actual p50 · Red dashed = actual p75 (use this for your setting)
Hourly Prep Time Recommendations
Recommended Prep Time by Hour
Recommendation = p75 of actual food prep, rounded to nearest 5 min. Priority based on avg avoidable wait.
Hour Orders Current Setting Actual p50 Actual p75 Recommended Avg Courier Wait Avoidable Wait Priority
Day-of-Week Recommendations
Prep Time by Day of Week
P75-based recommendations by day
DayOrdersCurrentActual p75RecommendedAvg WaitAvoidable
Performance by Location
Ranked by avg courier wait (worst first)
StoreOrdersAvg WaitAvoidable