Availability has a price

A judge with a long queue quoting higher than a newer judge for the same brief is not marking anything up because they can get away with it. They are pricing a slot against everything else that slot could go to, which is what any busy professional does once demand exceeds the hours they have.

What a full queue actually means

Every commission a judge accepts is time that could have gone to a different one. A judge with more requests than hours is choosing, whether they frame it this way or not, which ones to take - and the honest way to make that choice is to raise the price until the number of people willing to pay it matches the time actually available. That is not the queue being exploited for profit. It is the queue being used as information about where the price actually sits, the same signal a booked-out restaurant or a specialist tradesperson uses when they raise their rate rather than turn people away at random.

Why this reads as unfair and mostly is not

It feels different from ordinary scarcity pricing because the product is personal, and personal things are not supposed to have a market rate attached to them. The reaction is well documented: in Kahneman, Knetsch and Thaler's 1986 study of fairness judgements, 82 percent of respondents (N = 107) thought it unfair for a hardware store to raise the price of snow shovels the morning after a large snowstorm. But the thing actually being priced is not the person - it is their finite hours, exactly as it would be for any other skilled freelancer with more demand than they can meet. A judge who priced a full queue the same as an empty one would simply run out of hours faster, take on more than they can do well, and produce worse clips for everyone, including the buyers who got in early. Pricing up is what protects the quality of what a busy judge is still delivering.

The contrast with a fixed-price tool

None of this exists on the automated side of the market, and the reason is structural rather than a difference in ethics: a scoring tool has no queue to protect, because computing one more result costs it nothing whether one person or ten thousand ask for it that hour. Scarcity pricing only makes sense where the thing being sold is a person's finite attention, which is also why a model assessing an image charges the same price regardless of how many other people asked it something that day. It is a genuinely different economics, not a different level of honesty, and a standardised measurement sits closer to the automated side of that line than the human one.

A busy judge's higher number is a real signal worth reading rather than resenting: it says the work is in demand, which for a buyer weighing whether to book is at least as useful as the price itself. Rate Cock shows a judge's current load alongside their profile for this reason, so the number in the quote has some context before it arrives. None of this is a reason to go hunting for whoever is currently cheapest - why good judges do not compete on being cheapest is worth reading before treating a high quote as the problem rather than the information.