Best practices

A viscous-liquid tuning checklist you can work top to bottom

When a thick liquid short-fills, tune in order rather than at random. An ordered checklist from flow rate to gravimetric proof, and why the order matters.

Most people tune a viscous class by flailing: change three settings at once, watch the transfer look slightly better or slightly worse, and change three more. It sometimes converges, but you never learn which change did the work, and the class you end up with is a pile of guesses rather than a set of decisions. Tuning a thick liquid is far faster and far more repeatable if you do it in a fixed order, largest lever first, changing one thing at a time, and stopping to measure before you move on. What follows is that order. Work it top to bottom, and most viscous liquids fall into line well before you reach the bottom.

The order, and why it is the order

Each step is placed where it is because of how much it moves the result and how much it depends on the steps above it. Do them out of order and you will tune later settings against a moving target.

  1. Flow rate: drop it first and drop it hard. This is the single largest lever for a viscous liquid, because almost every short-fill starts with the plunger outrunning the fluid. Cut the aspiration and dispense speeds to a small fraction of the water default before you touch anything else, so that everything you tune afterward is tuned against a liquid that is actually keeping up with the plunger.
  2. Settling delays: add time on both ends. Even at a slow flow rate the column keeps moving after the plunger stops, so a post-aspiration delay with the tip submerged lets the volume equalize before the tip lifts, and a matching post-dispense delay lets the liquid leave rather than string out behind the tip. Delays of several seconds are normal here and cost you nothing but time.
  3. Tip bore: match the tip to the liquid. A wide-bore tip lowers the pressure the liquid needs to move, so it flows in and out more readily and entrains less air at a given speed. For a genuinely thick liquid this is a real fix rather than a convenience, and it changes what the settings above need to be, which is why it comes before you fine-tune them.
  4. Over-aspiration and reverse pipetting: cover the film. A viscous liquid always leaves a residual film on the tip wall, so draw a small reserve above the target, deliver only the target, and discard the reserve to waste. This turns a systematic short-fill into a clean, repeatable delivery, and it is the step that most often closes the last gap after flow and delays have done their work.
  5. Dispense mode and blowout: get the liquid off the tip. Prefer a surface or wet dispense that touches the well over a jet, because a viscous slug does not jet cleanly, and tune the blowout so the last drop leaves without spraying. Set this after the reserve, because the dispense mode and the reserve interact.
  6. Temperature: fix it, then hold it. Viscosity falls sharply as a liquid warms, so a class tuned in a cold room is a different class on a warm bench. Decide the temperature you will actually run at, tune at that temperature, and treat the class as valid only there. This is a condition as much as a setting, which is why it sits near the end as a check on everything above.
  7. Gravimetric verification: prove it, do not eyeball it. Weigh dispensed volumes across the tip's range and look at both the mean and the spread. Viscous liquids produce small, systematic short-fills that visual inspection will never catch, and a wide spread points back to entrained air or an under-sized reserve. Only a class that weighs correctly is tuned; everything before this step was hypothesis.

Working the list

The discipline that makes the checklist worth following is changing one thing at a time and measuring between changes, so that you know what each move bought you. Start at the top, apply a step, look at the transfer, and only move down when the current step has done what it can. Most liquids settle out somewhere around step four or five, and you never need the whole list; the value of the order is that when a liquid does fight you all the way down, you arrive at the bottom with a class built from understood decisions rather than a lucky combination you would not be able to reproduce or explain. If you reach step seven and the numbers still will not weigh correctly, that is not a tuning failure, it is the liquid telling you that an air-displacement channel has run out of room and a positive-displacement mechanism is the honest next move.

Tune a thick liquid in order, biggest lever first, one change at a time, and weigh the result before you trust it. A class built down a checklist is one you can reproduce; a class built by flailing is one you got away with.
Piptera

Notes on pipetting calibration, liquid classes, and building an open, vendor-neutral catalog for every liquid handler.

© 2026 Piptera. Built for labs.