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Horse Enrich

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Jumper horse enrichment pipeline overview

Online · 32,963 horses
Operational Excellence Index

Multi-factor quality proxy across enrichment pipeline

32

Composite score (0-100) balancing coverage depth and pipeline conversion

Coverage quality40%
HorseTelex match14%
FEI presence4%
Jumpscore coverage4%
Forecast (next 300 horses)

Projected conversions based on current enrichment rates

Priced horses

Projected in next 300 horses

32,963 300

HorseTelex matched

Projection by current match rate

4,464 41

FEI enriched

Projection by FEI ID coverage

1,303 12

Jumpscore available

Projection by performance profile

1,392 13

Signals to watch

Coverage gaps that usually impact downstream models

Weakest 3 fields

WBFSH rank0% (140)
WBFSH score0% (139)
WBFSH breeder0% (140)

Strongest 3 fields

Name100% (32,963)
Listing source100% (32,961)
lot_type100% (32,963)
ML & Predictive Signals

Pulls model artifacts from available training outputs and turns them into operational insights

Advanced model baseline

Best model: GBR

0.474 R² · MAE 4,281.281

GBR0.4742
LGBM0.4602
VOTE0.4396

Feature influence

Top feature signals

#1 age_at_sale0.1768
#2 is_auction0.1260
#3 color_tier0.1058
#4 is_foal_auction0.1049
#5 sex_encoded0.0665
#6 has_star0.0595

Price prediction CV

Best CV model: XGBoost

0.164 R² · MAE 5,722

XGBoost0.1635
GradientBoosting0.1580
LightGBM0.1517

Total Horses

32,963

Sources

93

auction sites

Studbooks

233

registries

Avg Coverage

40%

across all fields

HorseTelex

14%

4,464 matched

With Jumpscore

1,392

4% of total

Jumpscore provenance

Where performance scores come from

none31,571 (96%)
fei_competition1,022 (3%)
horsetelex320 (1%)
progeny_cache49 (0%)
hippomundo_performance1 (0%)
Source overlap

Horses matched across systems

HorseTelex + FEI652
HorseTelex + Hippomundo14
FEI + Hippomundo64
All three14
Enrichment Pipeline

Data source coverage per horse

Total horses
32,963100%
Price estimated
32,963100%
HorseTelex matched
4,46414%
FEI registered
1,3034%
Jumpscore available
1,3924%
Riders known
5632%
Hippomundo matched
4821%
Source Concentration (Pareto)

93 sources feed the pipeline. Bars = horses per source, blue line = cumulative share.

Top 5

52%

Top 10

72%

Long tail

58 (<100)

HHI

736 /10,000

Studbook Landscape

All 233 registries sized by horse count. Top 5 account for 22%, top 20 for 31%.

Top 56-1516-4041-100Long tail
Top Sources (ranked)

Leaders by horse count

youhorse
5,186
horse24
4,998
kwpn
2,656
esha
2,284
schockemoehle
1,980
equinia
1,965
oldenburger
1,251
365auctions
1,247
dutchhorsetrading
1,111
nash auction
914
starsale auction
801
hendrix events
557
holsteiner
453
callaho
438
equibid
436
Birth Year Distribution

Horses born 2000–2026

Price Tiers

Estimated value distribution

Elite (T1)2,292
Premium (T2)1,937
Mid (T3)22,626
Low-Mid (T4)5,099
Entry (T5)1,009
Field Coverage

Percentage of horses with each enrichment field populated

Coverage Breakdown
Name
32,963 (100%)
Listing source
32,961 (100%)
lot_type
32,963 (100%)
Price Estimate
32,963 (100%)
Price Tier
32,963 (100%)
Price Range
32,963 (100%)
Price Method
32,963 (100%)
HorseTelex matched
30,606 (93%)
Hippomundo matched
30,606 (93%)
Data sources
30,606 (93%)
Birth Year
26,208 (80%)
Sex
25,433 (77%)
Sire
24,907 (76%)
Dam
20,170 (61%)
Damsire
14,452 (44%)
Sale price
12,829 (39%)
sale_price_eur
12,829 (39%)
sale_price_currency
12,829 (39%)
sale_price_fx_rate
12,829 (39%)
Color
12,127 (37%)
Studbook
11,543 (35%)
UELN
9,485 (29%)
HorseTelex ID
4,464 (14%)
HorseTelex Name
4,464 (14%)
HorseTelex Score
4,464 (14%)
HorseTelex URL
4,464 (14%)
FEI ID
1,303 (4%)
Jumpscore
1,392 (4%)
Jumpscore source
1,392 (4%)
FEI competitions
1,262 (4%)
FEI max height
1,211 (4%)
FEI name
1,262 (4%)
FEI discipline
1,138 (3%)
Riders
563 (2%)
Hippomundo ID
482 (1%)
Hippomundo results
482 (1%)
Level
268 (1%)
FEI country
236 (1%)
WBFSH rank
140 (0%)
WBFSH score
139 (0%)
WBFSH breeder
140 (0%)
enriched_at
2 (0%)