Normalize each job
Record quantity, stitch count, same-design batch, cap/flat workflow, due date and readiness.
Separate readiness from capacity
An order with missing blanks or unapproved artwork is not ready production even if machine time is open.
Estimate machine load
Use measured stitch time, head utilization and operator handling rather than quantity alone.
Protect a buffer
Keep some capacity uncommitted for rework, rush work, maintenance and variability.
Review actual versus planned
The best future assumption is your own history. Record actual run and handling time for representative jobs and update the model.
Use your own measured data. These guides explain the decision structure. Run the calculators with your actual stitch times, handling times and batch sizes before treating a machine class as a fit.