What path efficiency should my robot program reach?

The one takt needs, shown as the needed row. There is no universal benchmark: a machine tending cell that waits on the spindle scores lower than a conveyor picker by design. Compare revisions of one program.

How do I overlap I/O handshakes with robot motion?

Let the program run the next instructions while the robot is still moving. Some robot languages add a concurrent argument to move instructions for this, used when the external equipment needs no synchronization.

Why did my cycle get faster but path efficiency drop?

Faster moves shrink motion time while waits stay the same, so waiting becomes a bigger share. That is progress: the next seconds are in the waits, and the needed row tells you whether you still need them.

Should settle time at stop points count as dwell?

Only if the program waits on purpose. Reaching a stop point is part of the move instruction, so its settling counts as motion. A fixed delay after arrival, such as a vacuum settle, is programmed dwell.

Robotics & Automation calculator

Robot Path Efficiency Calculator

Split a robot program's cycle into motion and waiting to see whether waits or moves keep it off takt. You need motion, gripper, handshake and dwell seconds from a cycle trace, plus takt.

What this calculator does

Share of a robot cycle spent moving, and whether cutting waits or speeding up moves is what makes takt.

Formula used

Dwell time = gripper time + handshake wait time + programmed dwell
Program cycle time = motion time + dwell time; margin to takt = takt time − cycle time
Path efficiency = motion time ÷ program cycle time × 100
Path efficiency needed for takt = motion time ÷ takt time × 100

Inputs explained

Motion Time per Cycle: Seconds the robot is moving, from the controller trace or simulation.
Gripper Time: Grip and release time with the robot stopped, valve to sensor.
Handshake Wait Time: Time stopped waiting on machine, conveyor or vision I/O signals.
Programmed Dwell: Fixed waits written into the program, such as vacuum settle delays.
Takt Time: Seconds allowed per robot cycle: available time ÷ cycles needed.

How to use the result

Best suited to cycle time reduction during runoff, deciding between wait cuts and a faster robot.
A high path efficiency can hide slow moves; a slow program scores well while missing rate. Handshakes held by a slow machine or conveyor cannot be cut in the robot program alone.

Current U.S. benchmarks

Global copper trades at $13,543 per tonne (IMF via FRED, Jul 2026), up 38.6% in a year, and U.S. industrial electricity averages 9.77 cents per kWh. Both feed electrified-hardware unit economics.

Common questions

What path efficiency should my robot program reach? The one takt needs, shown as the needed row. There is no universal benchmark: a machine tending cell that waits on the spindle scores lower than a conveyor picker by design. Compare revisions of one program.
How do I overlap I/O handshakes with robot motion? Let the program run the next instructions while the robot is still moving. Some robot languages add a concurrent argument to move instructions for this, used when the external equipment needs no synchronization.
Why did my cycle get faster but path efficiency drop? Faster moves shrink motion time while waits stay the same, so waiting becomes a bigger share. That is progress: the next seconds are in the waits, and the needed row tells you whether you still need them.
Should settle time at stop points count as dwell? Only if the program waits on purpose. Reaching a stop point is part of the move instruction, so its settling counts as motion. A fixed delay after arrival, such as a vacuum settle, is programmed dwell.

Last reviewed 2026-10-01.