How do you calculate pick rate?

Divide order lines picked by picking labor hours for the raw rate, then multiply by expected efficiency. Here, 1,200 lines over 8 hours is 150 lines/hr raw, and at 90% efficiency the effective rate is 135 picks/hr.

What is a good warehouse pick rate?

It depends heavily on method: manual each-picking often runs 60-120 lines/hr, batch or cart picking 100-200+, and zone/pick-to-light systems higher still. The 135 effective picks/hr in the example is a solid discrete-picking number.

What's the difference between raw and effective pick rate?

Raw pick rate is lines divided by hours with no discount (150/hr). Effective pick rate applies your realistic efficiency to account for travel and delays (135/hr), which is the number you should plan labor against.

Why use an efficiency factor at all?

Because pickers never sustain their peak rate for a full shift. Travel between picks, aisle congestion, and micro-breaks knock 5-20% off. The factor turns an idealized rate into a plannable one.

How do I convert pick rate into labor hours needed?

Divide forecast order lines by effective pick rate. At 135 picks/hr, a 5,400-line day needs about 40 labor hours, or five pickers on an 8-hour shift.

How can I raise pick rate?

Cut travel with better slotting, batch orders, add pick-to-light or voice, and clear congestion. Slotting fast movers to golden zones usually gives the biggest single lift.

Packaging & Logistics calculator

Pick Rate Calculator

Pick rate measures how many order lines a picker completes per labor hour, the single most-watched productivity metric on a warehouse floor. Operations managers and labor planners use it to staff waves, set fair performance targets, and cost out fulfillment. Raw pick rate shows the ceiling under perfect conditions; effective pick rate discounts for the realities of travel, congestion, and short pauses. The gap between the two is where most labor-planning mistakes hide.

What this calculator does

Calculate warehouse pick rate from lines picked and picking labor hours, adjusted for expected efficiency.
Use it to set labor standards, plan staffing, and compare pick rates across zones, shifts, or pick methods.
It computes both the raw lines-per-hour rate and an effective rate after applying an expected efficiency factor.

Formula used

Raw pick rate = lines picked ÷ picking labor hours
Effective pick rate = raw pick rate × expected pick efficiency

Inputs explained

Order lines picked:
Picking labor hours worked:
Expected picking efficiency:

How to use the result

Use it when staffing a shift, benchmarking pickers, or converting a forecast of order lines into required labor hours.
A single efficiency percentage can't separate travel time, congestion, and pick-face problems, so use it as a planning average, not a root-cause diagnosis.

Current U.S. benchmarks

The producer price index for plastic resins and materials stands at 319.371 (BLS, May 2026), up 19.5% from a year earlier. Quotes priced off last quarter's material cost miss this move.
On-highway diesel averages $4.58 per gallon this week (EIA), trending down over recent periods. Truck tonnage is up 3.4% year over year (ATA via FRED).
The producer price index for paperboard and containers stands at 276.831 (BLS, May 2026), up 8.8% from a year earlier. Quotes priced off last quarter's material cost miss this move.

Common questions

How do you calculate pick rate? Divide order lines picked by picking labor hours for the raw rate, then multiply by expected efficiency. Here, 1,200 lines over 8 hours is 150 lines/hr raw, and at 90% efficiency the effective rate is 135 picks/hr.
What is a good warehouse pick rate? It depends heavily on method: manual each-picking often runs 60-120 lines/hr, batch or cart picking 100-200+, and zone/pick-to-light systems higher still. The 135 effective picks/hr in the example is a solid discrete-picking number.
What's the difference between raw and effective pick rate? Raw pick rate is lines divided by hours with no discount (150/hr). Effective pick rate applies your realistic efficiency to account for travel and delays (135/hr), which is the number you should plan labor against.
Why use an efficiency factor at all? Because pickers never sustain their peak rate for a full shift. Travel between picks, aisle congestion, and micro-breaks knock 5-20% off. The factor turns an idealized rate into a plannable one.
How do I convert pick rate into labor hours needed? Divide forecast order lines by effective pick rate. At 135 picks/hr, a 5,400-line day needs about 40 labor hours, or five pickers on an 8-hour shift.

Last reviewed 2026-05-12.