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mape tournament

Figures from run 8d956fedfb4f · the latest run

Model · rank 07 of 08

Prophet

prophetHeavy · not in the browser

A trend that can bend where the sales change course, plus a weekly pattern, fitted to each dish’s sales alone. No weather, no calendar.

Avg MAPE

39.9

rank 07 of 08

σ

23.2

lowest: sarimax

OK days

25 / 30

eligible (≥ 80 %)

Day wins

3

of 25 scored days

Hyperparameters

growth
linear
n_changepoints
25
changepoint_range
0.8
changepoint_prior_scale
0.05
seasonality_prior_scale
10
seasonality_mode
additive
weekly_seasonality
true
yearly_seasonality
false
daily_seasonality
false
uncertainty_samples
0
algorithm
LBFGS
seed
42
Min history
14 days

MAPE %lower is better

  • 0–20
  • 20–25
  • 25–30
  • 30–40
  • 40+
  • ND
  • fail
  • short
  • day winner

Order · run 8d956fedfb4f8 Oct 2026

Dataset
synthetic-year · seed 42 · 7dea…
Window
30 origin days · h = 1
Roster
8 models · 3 light, 5 heavy
Engine
py 3.12.15 · uv.lock b01c…
Result hash
e83f 188b 35fa
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