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Chess Tournament
Predictor
Double-sigmoid entry forecasting for tournament directors — built on real CCA registration data.
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v2.0 · March 2026

♟ CCA Entry Predictor

Double-sigmoid registration modeling for tournament directors · Powered by historical CCA data○ API offline

🔍
Live
World Open 2026 Jul 2
Historical
Chicago Open 2022 Complete
Upcoming
✓ Tracking on model — registrations matching predicted trajectory
Current 20 vs. model prediction of 20 entries today
-0.1%
Current Entries
20
as of Mar 10, 2026
Projected Final
277
90% CI: 222–333
% Registered
7.2%
of projected final
Days to Event
114
22% of reg window elapsed
Model Fit (R²)
0.964
RMSE = 1.09
Registration Window22%
Entries vs Projected7.2%
⚙ Manual Adjustments OVERRIDES ACTIVE
World Open 2026 — Cumulative Registration Curve
Philadelphia, PA · 6 sections · Prize fund: ~$50,000+ · 2-Wave (Early Bird)
Actual Data
Auto (Double Sigmoid)
Prior Years
Fee Deadlines
Model:
Double Sigmoid Parameters
f(t) = L₁/(1+e^(-k₁(t-m₁))) + L₂/(1+e^(-k₂(t-m₂)))
L₁ (early cap) 20.6
k₁ (early rate) 0.0468
m₁ (early midpoint) 79.2
L₂ (late cap) 256.7
k₂ (late rate) 0.2512
m₂ (late midpoint) 246.7
0.9640
RMSE 1.09
Asymptote (L₁+L₂) 277 entries
Predicted Milestones
DateMilestonePredictedStatus
May 15, 2026 Early Bird Deadline ~21 UPCOMING
Jun 28, 2026 Late Reg Deadline ~53 UPCOMING
Jul 2, 2026 Event Start ~94 UPCOMING
Jul 6, 2026 Event End ~154 UPCOMING
What-If: Prize Fund Adjustment
Add to prize fund +$0
Prize fund elasticity (est.) +1.2% per $1,000
Projected final: 277
No change from base case
What-If: Early Bird Deadline Shift
Shift early bird deadline +0 weeks
Deadline sensitivity 3% per week
Projected final: 277
No change from base case
Model Ensemble 2-Wave · 60% conf

Early-bird 48d before event (+3) · Single velocity peak (0)

Double Sigmoid w=3.5
277
Single Sigmoid w=0.5
20
Monte Carlo w=1.5
278
272–283
Bayesian w=2.0
277
±34
Thompson w=1.5
278
Ensemble: 263 projected entries
Score: 4 · L1=7.4% mild early wave (+1)
Alert Status
On-Model Check
Warn if >10% below predicted
✓ ON MODEL
Early Bird Watch
Projected entries by May 15 deadline
21 expected
Low Volume Alert
Alert if total projected < 200
277 projected
Pace Check (7-day)
Recent registration velocity
0.59/day avg
Alerts configured for: Tournament Director
Delivery: Email (bi-weekly) · SMS on threshold breach
Next report: March 24, 2026
Tournament Comparison
TournamentFinal / Proj.Model R²Status
🌍 World Open 2026
Philadelphia, Jul 2-6
277 0.964 LIVE
📍 Chicago Open 2022
Wheeling IL, May 27-30
943 0.963 COMPLETE
World Open 2025
Pending data import
PENDING
Chicago Open 2023
Pending data import
PENDING
📊 With 5 years of historical data loaded, the Hierarchical Bayesian model will automatically borrow strength across all tournaments for tighter CI bands.
All Upcoming CCA Tournaments
26 upcoming tournaments · last updated —
● config
26 of 26 events
Tournament Date Entries Projected Final CI (90%) % Reg. Status
FL
Mar 13, 2026
in 2d
151
NO MODEL
MO
Mar 20, 2026
in 9d
85
NO MODEL
NJ
Apr 1, 2026
in 21d
108
NO MODEL
IL
May 21, 2026
in 71d
68
NO MODEL
IL
May 24, 2026
in 74d
3
NO MODEL
OH
Jun 5, 2026
in 86d
1
NO MODEL
CT
Jun 5, 2026
in 86d
1
NO MODEL
NY
Jun 19, 2026
in 100d
0
NO MODEL
DC
Jun 25, 2026
in 106d
1
NO MODEL
DC
Jun 25, 2026
in 106d
5
NO MODEL
DC
Jun 26, 2026
in 107d
1
NO MODEL
DC
Jun 27, 2026
in 108d
2
NO MODEL
DC
Jun 29, 2026
in 110d
0
NO MODEL
DC
Jun 29, 2026
in 110d
0
NO MODEL
DC
Jun 29, 2026
in 110d
0
NO MODEL
DC
Jun 29, 2026
in 110d
0
NO MODEL
DC
Jun 30, 2026
in 111d
1
NO MODEL
DC
Jul 1, 2026
in 112d
1
NO MODEL
DC
Jul 1, 2026
in 112d
22
NO MODEL
DC
Jul 4, 2026
in 115d
1
NO MODEL
DC
Jul 5, 2026
in 116d
1
NO MODEL
IL
Jul 17, 2026
in 128d
1
NO MODEL
PA
Jul 17, 2026
in 128d
1
NO MODEL
FL
Jul 17, 2026
in 128d
0
NO MODEL
CT
Jul 24, 2026
in 135d
2
NO MODEL
CA
Jul 31, 2026
in 142d
3
NO MODEL
Past Events
YearTournamentDateEntry List
Select a tournament to see its history