01WinnerPaper test
7158 collected · 7158 / 250 training-ready
PUBLIC LEARNING LOG
Every tip is saved before the match. Afterwards you see whether it won or lost. Nothing is deleted or changed later.
PUBLIC LEARNING LOG
Every tip is saved before the match. Afterwards you see whether it won or lost. Nothing is deleted or changed later.
Collect data
Validate quality
Create predictions
Lock paper tip
Settle result
Learn under control
activity.paperBetsSettled
activity.paperBetsSettled
activity.historicalBrainBackfill
activity.paperBetsSettled
activity.historicalBrainBackfill
Every final score feeds back into the football brain. A new model takes over only after a control test confirms the improvement.
LIVE KNOWLEDGE GRAPH
Every point is a real part of the system. Drag nodes, zoom in and see how matches, player form, confirmed lineups, markets and results work together.
MORE THAN A HIT RATE
Switch between public testing, the football brain and market readiness. Every number comes from the running system, not a made-up demo.
Paper tests are public predictions without real money. Only settled tests change the hit rate.
LIVE PLAYER INTELLIGENCE
Minutes, starts, shots on target, goals and opponent strength are condensed per player on a strict timeline. Confirmed lineups then sharpen winner, handicap and goals forecasts too.
01 · PLAYER FORM
The system weights minutes, starts, goals and shots only from matches already completed at that point.
These numbers show collected data points, not model maturity. Player paper tests also require a confirmed lineup and at least five prior appearances. A separate backtest and real outcomes decide whether a market is released.
The historical memory grows independently from tips. Every learning feature uses only information available before that match kicked off.
New markets enter backtesting only after enough real observations. The system will not create tips from incomplete data.
7158 collected · 7158 / 250 training-ready
7158 collected · 7158 / 250 training-ready
7158 collected · 7158 / 250 training-ready
7874 collected · 5049 / 400 training-ready
7596 collected · 4876 / 400 training-ready
7904 collected · 7904 / 300 training-ready
61049 collected · 29457 / 750 training-ready
57533 collected · 27961 / 750 training-ready
Every day remains visible, including drops in the hit ratio. Open tests are completed on the same daily record later.
No sufficiently robust forecast yet. The learning cycle continues to collect data.
PUBLIC BEFORE KICKOFF
This is what the system actually tested. Every tip is locked before kickoff; wins and misses remain visible afterwards.
The system is testing today. See the fixture, selection and model value in the customer area after sign-in.
The system is testing today. See the fixture, selection and model value in the customer area after sign-in.
The system is testing today. See the fixture, selection and model value in the customer area after sign-in.
RELEASE CHECK
The whole system must hold 65% over time. It also needs at least 300 settled paper tests, 8 weeks and every other quality check.
Not ready yet: hit rate 64.8% over 281 of at least 300 settled bets (target 65%), week 9 of 8. Odds and ROI are optional for this learning gate.
Also outstanding: Statistically secured hit ratio, Reliable probabilities, Data quality passed.
Settled paper tips
300 tipsPublic test duration
56 daysHit ratio
65%Statistically secured hit ratio
65.00Reliable probabilities
0.20Priority specialist market share
≥ 70%Specialist markets covered
≥ 5 marketsPositive fixed-unit ROI
Not required right nowTips backed by real odds
Not required right nowPositive closing-line quality
Not required right nowOut-of-sample validated
RequiredData quality passed
Required0 won · 0 lost · 5 open
2 won · 1 lost · 0 open
5 won · 1 lost · 0 open
4 won · 0 lost · 0 open
5 won · 3 lost · 0 open
6 won · 3 lost · 0 open
4 won · 2 lost · 0 open
0 won · 0 lost · 0 open
4 won · 2 lost · 0 open
5 won · 1 lost · 0 open
2 won · 4 lost · 0 open
4 won · 1 lost · 0 open
7 won · 0 lost · 0 open
3 won · 2 lost · 0 open
The system is testing today. See the fixture, selection and model value in the customer area after sign-in.
The system is testing today. See the fixture, selection and model value in the customer area after sign-in.
Maximum drawdown
Overdue results
0