How do you calculate robot pick rate?

Divide picks completed by cell runtime to get raw throughput, then multiply by expected cell efficiency. With 28,800 picks over 8 hours at 85% efficiency, raw throughput is 3,600 picks/hr and the sustained rate is 3,060 picks/hr.

What is a good pick rate for a delta robot?

Fast delta robots on light, well-presented parts can hit 150-200 picks/min per arm (9,000-12,000/hr) in bursts, but sustained cell rates after vision and infeed losses are usually a fraction of that. Judge your number against takt, not the data sheet peak.

Why is my sustained rate lower than the raw throughput?

Raw throughput assumes zero lost time. Sustained rate applies your efficiency factor for micro-stops, jams, changeovers, and vision retries. The 540 picks/hr gap in the example (3,600 vs 3,060) is exactly that 15% loss.

Pick rate vs cycle time - what's the difference?

Cycle time is seconds per pick for one motion; pick rate is picks per hour across the whole cell including losses. A 1.0-second cycle implies 3,600 picks/hr in theory, but the sustained pick rate tells you what the line delivers.

What efficiency should I assume for a new cell?

For a mature, well-fed cell, 85-92% is realistic. New installs and cells with vision-dependent picking often run 70-80% until infeed presentation and grip reliability are tuned. Use conservative numbers for capacity commitments.

Does this account for multiple robots in one cell?

Only if your picks-completed and runtime figures cover the whole cell. Enter the combined picks from all arms over the shared runtime to get a cell-level rate, or run each robot separately to find a bottleneck arm.

Robotics & Automation calculator

Robot Pick Rate Calculator

Robot pick rate is the sustained throughput a pick-and-place, palletizing, or case-packing cell can actually hold over a shift, expressed in picks per hour. It is the number automation engineers and line managers quote when sizing a delta robot, SCARA, or 6-axis handling cell against a demand rate. Raw throughput looks great on a data sheet, but once you derate it for downtime, jams, vision misses, and micro-stops, the sustained rate is what feeds a realistic capacity plan. This calculator separates the two so you can commit to a number you will still hit at 3 p.m. on a Friday.

What this calculator does

Estimate sustained robot pick rate in picks per hour from logged picks, runtime, and a realistic cell efficiency.
Use it for delta, SCARA, or 6-axis pickers on conveyor, blister, or kitting lines when you need a pick rate you can defend to operations.
It computes sustained robot pick rate by dividing picks completed by measured runtime and then multiplying by expected cell efficiency.

Formula used

Pick throughput = picks completed / cell runtime
Sustained robot pick rate = pick throughput x expected cell efficiency

Inputs explained

Picks completed in the window:
Cell runtime measured:
Expected cell efficiency (uptime x quality):

How to use the result

Use it when validating a vendor's cycle-time claim, sizing a cell to a takt requirement, or converting an observed pick count into a plannable hourly rate.
Efficiency here is a single blended factor; if a real cell loses time to distinct causes (starvation, blocking, vision retries) you should measure each rather than trusting one guessed percentage.

Current U.S. benchmarks

Global copper trades at $13,484 per tonne (IMF via FRED, May 2026), up 41.5% in a year, and U.S. industrial electricity averages 8.66 cents per kWh. Both feed electrified-hardware unit economics.

Common questions

How do you calculate robot pick rate? Divide picks completed by cell runtime to get raw throughput, then multiply by expected cell efficiency. With 28,800 picks over 8 hours at 85% efficiency, raw throughput is 3,600 picks/hr and the sustained rate is 3,060 picks/hr.
What is a good pick rate for a delta robot? Fast delta robots on light, well-presented parts can hit 150-200 picks/min per arm (9,000-12,000/hr) in bursts, but sustained cell rates after vision and infeed losses are usually a fraction of that. Judge your number against takt, not the data sheet peak.
Why is my sustained rate lower than the raw throughput? Raw throughput assumes zero lost time. Sustained rate applies your efficiency factor for micro-stops, jams, changeovers, and vision retries. The 540 picks/hr gap in the example (3,600 vs 3,060) is exactly that 15% loss.
Pick rate vs cycle time - what's the difference? Cycle time is seconds per pick for one motion; pick rate is picks per hour across the whole cell including losses. A 1.0-second cycle implies 3,600 picks/hr in theory, but the sustained pick rate tells you what the line delivers.
What efficiency should I assume for a new cell? For a mature, well-fed cell, 85-92% is realistic. New installs and cells with vision-dependent picking often run 70-80% until infeed presentation and grip reliability are tuned. Use conservative numbers for capacity commitments.

Last reviewed 2026-05-12.