These scores are out-of-sample — the model was retrained without 2021, then asked to rank it. Called it means the model's favourite went on to win a GPHG prize: its own category's, or one of the cross-category awards. How that's counted →
Predicted favourite, by category
Artistic Crafts
Voutilainen24 entries19 shortlists12 wins
Duluth Bridge
Missed
Why the model ranked it here
Brand track record
Description mentions chronograph, tourbillon, black
The language the description is written in
Calendar and Astronomy
Konstantin Chaykin16 entries3 shortlists1 win
Minotaur
Missed
Why the model ranked it here
Brand track record
Description mentions chronograph, tourbillon, black
Number of functions
Challenge
CIGA Design23 entries1 shortlist1 win
Blue Planet
Called it
Why the model ranked it here
Brand track record
Description mentions chronograph, tourbillon, black
Case size
Chronograph
Tudor32 entries24 shortlists9 wins
Black Bay Chrono
Missed
Why the model ranked it here
Brand track record
Description length
Price
Diver's
Milus40 entries1 shortlist0 wins
Archimèdes by Milus - Orange Coral
Missed
Why the model ranked it here
Brand track record
Price position in category
Case size
Iconic
Tudor32 entries24 shortlists9 wins
Black Bay Fifty-Eight 925
Missed
Why the model ranked it here
Brand track record
Price
Description length
Jewellery
Van Cleef & Arpels76 entries41 shortlists15 wins
Ludo secret watch
Missed
Why the model ranked it here
Brand track record
Description mentions chronograph, tourbillon, black
Price
Ladies'
Van Cleef & Arpels76 entries41 shortlists15 wins
Alhambra secret pendant watch
Missed
Why the model ranked it here
Brand track record
Case size
Price position in category
Ladies' Complication
Van Cleef & Arpels76 entries41 shortlists15 wins
Lady Féerie watch
Called it
Why the model ranked it here
Brand track record
Description mentions watch, time, movement
Wording of the description
Mechanical Exception
Bernhard Lederer5 entries3 shortlists2 wins
Central Impulse Chronometer
Called it
Why the model ranked it here
Brand track record
The language the description is written in
Description mentions chronograph, tourbillon, black
Men's
H. Moser & Cie.32 entries17 shortlists5 wins
Swiss Alp Watch Final Upgrade
Missed
Why the model ranked it here
Brand track record
Description mentions chronograph, tourbillon, black
Tourbillon with Three Flying Bridges – Aston Martin Edition
Missed
Why the model ranked it here
Brand track record
Wording of the description
Case size
Full shortlist rankings
Every finalist, ranked by GPHG Index Score. A ✓ marks a watch that went on to win a GPHG prize — its own category's, or one of the cross-category awards.