An identical camera, in identical condition, at an identical estimate, does better if it goes early. The advantage is real, it is worth about ten per cent — and it disappears faster than anyone would guess.
Glass Hound · 29 August 2026
An auction catalogue is a running order. Lot 1 goes first, lot 400 goes some hours later, and everyone involved knows the order is not random: houses lead with the things they want noticed.
What nobody publishes is whether it matters to the person selling.
Leitz Photographica has published the result of every lot it has sold since 2005, with its number in the sale attached. Twenty-one years of running orders, and the answer sitting in them.
Does where your camera sits in the sale change what it makes?
It does. Two cameras of the same kind, the same condition and the same estimate: the one that runs in the first few minutes beats its estimate almost half the time. The one that runs after lunch manages it three times in ten.
The comparison
Comparing lot 12 against lot 480 is not a fair test on its own, because the house puts its best things early. To take that away we compared only lots that were alike in the ways that matter:
the same condition — grade A only, as the catalogue records it
the same price bracket — estimated between €800 and €6,000
ranked inside their own sale, so a 780-lot catalogue from 2005 and
a 397-lot one from 2026 are measured on their own terms
That leaves 5,593 lots. Everything about them is comparable except when they came up.
Position in the sale
Lots
Beat the estimate
Median result
First tenth
502
46.0%
0.96
10–25%
1,337
35.9%
0.90
25–50%
1,692
33.4%
0.87
50–75%
1,388
30.1%
0.83
Last quarter
674
37.5%
0.86
A camera in the opening tenth makes 96% of its top estimate. Move it to the middle of the same afternoon and it makes 83%.
Both measures move together. On the odds of beating the estimate the gap is sixteen percentage points — 46% against 30% — and on 5,593 lots a gap that size would arise by chance less than once in ten thousand times.
The shape is not what you would expect
The obvious explanation is bidder fatigue — a long sale, a tiring room, attention thinning as the afternoon wears on. That predicts a steady decline to the last lot.
It is not what happens.
Median result as a share of the top estimate, by position within the sale. Grade A lots estimated €800–6,000 only, positioned against the full running order of their own catalogue.
The advantage is concentrated at the very front and it fades fast — by a quarter of the way in, most of it has gone. The low point is not the end of the sale but the third quarter of it, and the closing lots recover a little. We have no explanation for that last part and are not going to invent one.
What that suggests
We can only speculate about the mechanism, and we will say plainly that this part is speculation.
A sale opens with the room full, the online bidders newly logged in, and every budget intact. Nobody has spent anything yet. An hour later some of the people who wanted a 1960s Leica have bought one, and the ones who have not are working out what they have left.
Whatever the cause, the effect is confined to the beginning, and it is smaller than the raw numbers first suggested. Being at 15% rather than 60% of the way through is worth something. Being in the first tenth is worth more.
What to do with it
If you are consigning, the running order is worth asking about. A house decides it, and most sellers never think to raise it. On a €3,000 camera, the gap between the opening tenth and the middle of the sale is around four hundred euros on these numbers.
If you are bidding, the same finding reads backwards. Competition is fiercest at the start. The middle of the afternoon is where lots most often go below their estimate — not the end, which is where most people would guess.
And if you are simply watching, it is a useful corrective. An auction is not a machine for discovering what an object is worth. It is a room, on a particular afternoon, containing a particular number of people who still have money — and the answer it gives depends a little on when it is asked.
How we know
Figures come from Leitz Photographica's own published results, Vienna, 2005 to 2026, covering every lot with a hammer price, both estimates, a condition grade and a lot number.
The comparison set. 5,593 lots graded A by the catalogue, estimated between €800 and €6,000, ranked by position within their own sale. Restricting to one condition grade and one price band is what makes the comparison fair: without it, the finding would be that houses sell better things first, which is true but not interesting.
Confounds we tested and removed.
Value. Estimates fall across a sale — the median lot is €1,500 in the opening tenth and €700 in the last — and we already know cheap lots underperform. Holding the price band constant removes this. The effect survives inside every band we tried, from under €800 to over €6,000.
Condition. Grade A lots are not evenly spread through a sale; the second fifth carries the most of them, and the last fifth the fewest. Restricting to grade A alone removes this. Notably, the second fifth has by far the best condition and does not outperform the first, which tells against condition explaining the early advantage.
Sale size. Vienna's catalogues have shrunk from about 780 lots in 2005 to about 400 today, so "the first tenth" is forty lots now and nearly eighty then. Measuring position as a fraction of each catalogue rather than by absolute lot number removes this.
How position is measured. A lot's position is its lot number as a fraction of the highest number in its own sale — so lot 40 of 400 is at 10%, and the same lot in a 780-lot catalogue from 2005 would be at 5%. This matters more than it sounds. Our first attempt ranked lots within the filtered set of comparable ones rather than within the whole catalogue, which put the "opening tenth" figure at 1.00 rather than 0.96 and overstated the effect by about a third. Grade A lots are not evenly spread through a sale, so the two are not the same measurement.
On the shape. We describe this as an early advantage that fades rather than a decline across the sale, because the closing quarter is better than the two bands before it. Any account of this as bidder fatigue has to explain that, and we cannot.
The numbers, for anyone who wants them.
Position
Lots
Beat estimate
95% confidence interval
First tenth
502
46.0%
41.7 – 50.4%
10–25%
1,337
35.9%
33.3 – 38.5%
25–50%
1,692
33.4%
31.1 – 35.6%
50–75%
1,388
30.1%
27.7 – 32.5%
Last quarter
674
37.5%
33.9 – 41.2%
The opening tenth's interval does not overlap any other band's.
Comparing the first tenth against the 50–75% trough as two proportions gives z = 6.43, p < 0.0001, with a 95% confidence interval on the difference of 10.9 to 20.9 percentage points. It does not come close to including zero.
A Cochran–Armitage test for trend across the first four bands — the last quarter excluded, since it breaks the monotonicity and including it would be assuming the answer — gives z = −6.11, p < 0.0001.
A caveat on those p-values. We did not pre-register the boundary. We looked at the sale in tenths, saw that the first one stood out, and then tested it — which is the order of operations that makes p-values optimistic. Their honest reading here is "the effect is large relative to the noise", not "there is a one-in-ten-thousand chance we are wrong". What supports the finding is less the p-value than that it survived four separate attempts to explain it away, and that the trend runs the same direction inside every value band we split it by.
We quote p-values here and not elsewhere in this series for a reason that cuts both ways. On 21,000 lots, a difference of half a percentage point registers as "significant" and means nothing; on 5,593 lots split five ways, the same test is telling you something worth knowing. The number is only ever as useful as the question it is attached to.
What we have not ruled out, and what would settle it. The house chooses the running order, and it knows things a condition grade and an estimate do not capture — a provenance not written down, an example the specialist expects to be wanted. If those judgements are systematically better than the estimate reflects, part of what we are reading as position is really the house's private assessment of the object. Nothing in the published record separates the two.
What would settle it is a sale whose running order was set by something arbitrary — alphabetical, or the sequence in which lots arrived. Failing that, a second house's results would at least show whether the pattern travels.
Prices are as published, in euros. Leitz publishes hammer prices inclusive of the buyer's premium; the estimates do not appear to include it, so both figures in each comparison are affected equally and the ratio between them is unchanged. Figures are nominal.
On Glass Hound right now, with a record behind them
Cameras currently listed at the shops we watch, where the auction archive has enough completed sales to say what they usually fetch.