PUBLIC LEARNING LOG

Live lab

Every tip is saved before the match. Afterwards you see whether it won or lost. Nothing is deleted or changed later.

PUBLIC LEARNING LOG

See what the system is learning.

Every tip is saved before the match. Afterwards you see whether it won or lost. Nothing is deleted or changed later.

System online
PUBLIC AUDIT MODE
Settled tips0
Open tips27
Hit ratio0%
Paper ROI
Avg. odds
Model forecasts29

Current learning cycle

01

Collect data

02

Validate quality

03

Create predictions

04

Lock paper tip

05

Settle result

06

Learn under control

Latest system activity

odds_ingestion

activity.oddsIngested

historical_ingestion

activity.openFootballIngested

data_ingestion

activity.openLigaIngested

settlement

activity.paperBetsSettled

settlement

activity.paperBetsSettled

Active data sources

OpenFootball

CC0-1.0 · Trust C

healthy
OpenLigaDB

ODbL-1.0 · Trust C

healthy
The Odds API

free_tier_research · Trust B

healthy

Upcoming forecasts

Frankreich · Spanien

Model forecast only · not ROI eligible

home · 61.57%
CF Montréal · Toronto FC

Model forecast only · not ROI eligible

draw · 59.85%
Chicago Fire · Vancouver Whitecaps

Model forecast only · not ROI eligible

away · 65.67%
Nashville SC · Atlanta United FC

Model forecast only · not ROI eligible

home · 67.17%

Paper tests published today

Frankreich · Spanien

home · 61.57%

No ROI
pending
CF Montréal · Toronto FC

draw · 59.85%

Real odds
3.6pending
Chicago Fire · Vancouver Whitecaps

away · 65.67%

Real odds
2.25pending
Shanghai Shenhua · Tianjin Jinmen Tiger

home · 73.25%

Real odds
1.43pending
Columbus Crew · New York City FC

home · 59.23%

Real odds
1.95pending
New England Revolution · Toronto FC

home · 67.12%

Real odds
1.75pending
Charlotte FC · Atlanta United FC

home · 73.11%

Real odds
1.67pending
Sporting Kansas City · Minnesota United FC

away · 57.87%

Real odds
1.95pending
Nashville SC · CF Montréal

home · 75.6%

Real odds
1.4pending
Portland Timbers · FC Dallas

home · 60.68%

Real odds
2.2pending
Sarmiento de Junín · Argentinos Juniors

away · 59.7%

Real odds
1.9pending
Belgrano de Córdoba · Rosario Central

away · 59.54%

Real odds
2.95pending

RELEASE CHECK

Access opens only when it is truly ready.

The whole system must hold 75% over time. It also needs at least 500 settled paper tests, eight weeks and every other quality check.

Not released

Settled paper tips

500 tips

Public test duration

56 days

Hit ratio

75%

Positive fixed-unit ROI

> 0%

Out-of-sample validated

Required

Data quality passed

Required

Maximum drawdown

≤ 20 units