StatMan

Using xG and xGA with various prediction methods in a weighted ensembe to determine the outcome of fixtures.

[StatMan @StatManSi]

✅ 10/10 Predictions Landed 🔥
All outcomes from the weekend thread won:

1️⃣ Bayern 🏠
2️⃣ Barcelona 🏠
3️⃣ Marseille ✈️
4️⃣ Villarreal 🏠
5️⃣ Roma 🏠
6️⃣ Dortmund ✈️
7️⃣ Atletico–Real ✅ BTTS & O2.5
8️⃣ Milan–Napoli ✅ BTTS & O2.5
9️⃣ Leeds–Bournemouth ✅ BTTS & O2.5
🔟 Palace–Liverpool ✅ BTTS & O2.5

Safe wins ✅
Goal-fests ✅
#Football #Predictions #Acca #Stats

[StatMan @StatManSi]

🔧 Latest updates to the prediction model 👇

1. Added validation-set calibration — model probabilities now self-correct against historical outcomes, tightening log-loss and improving realism 📉

2. Introduced Model Spread Diagnostics — every fixture now shows how much each sub-model disagrees (W/D/L variance). Bigger spread = more chaos ⚔️

3. Ensemble weights are now self-learning — the blend adjusts automatically after every run using fresh cross-validation 🤖

[StatMan @StatManSi]

📊 Top 10 Model Insights

🔹 Top 6 Wins

1️⃣ Inter – 94.1% 🇮🇹
2️⃣ Verona – 93.9% 🇮🇹
3️⃣ Athletic Club – 88.7% 🇪🇸
4️⃣ Real Sociedad – 82.9% 🇪🇸
5️⃣ Man United – 81.8% 🏴󠁧󠁢󠁥󠁮󠁧󠁿
6️⃣ Lazio – 81.1% 🇮🇹

🔹 Top 4 Goals/BTTS
7️⃣ Frankfurt vs Bayern 🇩🇪
BTTS 96.7% | Over 2.5: 94.8%
8️⃣ Juventus vs AC Milan 🇮🇹
BTTS 84.8% | Over 2.5: 87.0%
9️⃣ Atalanta vs Como 🇮🇹
BTTS 72.9% | Over 2.5: 83.7%
🔟 Real Sociedad vs Rayo Vallecano 🇪🇸
BTTS 74.2% | Over 2.5: 78.5%

[StatMan @StatManSi]

💰 Safe wins for accas ✅
⚽ Goal-fests for overs/BTTS 🔥
#Football #Predictions #Betting

[StatMan @StatManSi]

🧵 Top 10 Weekend Picks (Big-5 Leagues)
Safe wins ✅ + Goal-fests ⚽🔥
⬇️

[StatMan @StatManSi]

⚽ Goal-Fests

7️⃣ Atletico 🆚 Real Madrid → BTTS: 99% | O2.5: 99% 🔥🔥
8️⃣ AC Milan 🆚 Napoli → BTTS: 99% | O2.5: 99% ⚡

9️⃣ Leeds 🆚 Bournemouth → O2.5: 90% | BTTS: 74% ⚽
🔟 Crystal Palace 🆚 Liverpool → BTTS: 79% 🎯

[StatMan @StatManSi]

🔹 Accumulator

Arsenal Over 2.5 Goals (100%)

Barcelona Over 2.5 Goals (100%)

Barcelona to Win (92.5%)

Villarreal to Win (91.4%)

Frankfurt to Win (90.9%)

Athletic Club to Win (90.6%)

Cremonese to Win (90.2%)

(38/1)

[StatMan @StatManSi]

🔥 Betting Slip Breakdown
👇

[StatMan @StatManSi]

🔹 Doubles

Arsenal Over 2.5 + Barcelona Over 2.5 (both 100%)
(8/5)
Barcelona to Win + Frankfurt to Win (92.5% + 90.9%)
(3/2)
Athletic Club to Win + Cremonese to Win (90.6% + 90.2%)
(5/1)

[StatMan @StatManSi]

🇪🇸 La Liga – Top 3 Picks
1️⃣ Barcelona vs Getafe → 4-0 | ✅ W (95.6%) | xG 🏠 5.04 | xG ✈️ -5.04
2️⃣ Villarreal vs Osasuna → 2-0 | ✅ W (92.8%) | xG 🏠 3.44 | xG ✈️ -3.44
3️⃣ Athletic Club vs Valencia → 2-0 | ✅ W (87.7%) | xG 🏠 2.58 | xG ✈️ -2.58
💰 #LaLiga #XG

[StatMan @StatManSi]

⚽ Top 3 Picks from Europe’s Big 5 Leagues

👇

[StatMan @StatManSi]

🇮🇹 Serie A – Top 3 Picks
1️⃣ Cremonese vs Parma → 2-0 | ✅ W (92.2%) | xG 🏠 3.17 | xG ✈️ -3.17
2️⃣ Inter vs Sassuolo → 4-0 | ✅ W (89.9%) | xG 🏠 5.87 | xG ✈️ -5.87
3️⃣ Napoli vs Pisa → 2-0 | ✅ W (88.6%) | xG 🏠 2.22 | xG ✈️ -2.22
💰 #SerieA #XG

[StatMan @StatManSi]

✅ Correct Predictions

Arsenal vs Forest — Predicted win ✅
Fulham vs Leeds — Predicted win ✅
Newcastle vs Wolves — Predicted win ✅
Milan vs Bologna — Predicted win ✅
Juventus vs Inter — Predicted win ✅
Real Sociedad vs Real Madrid — Predicted loss ✅
PSG vs Lens — Predicted win ✅
Strasbourg vs Le Havre — Predicted win ✅
Bayern vs Hamburg — Predicted win ✅
Heidenheim vs Dortmund — Predicted win ✅
Metz vs Angers — Predicted draw ✅

[StatMan @StatManSi]

🇩🇪 Bundesliga – Top 3 Picks
1️⃣ Bayern vs Hamburg → 2-0 | ✅ W (90.5%) | xG 🏠 2.28 | xG ✈️ -2.28
2️⃣ Gladbach vs Bremen → 2-0 | ✅ W (81.8%) | xG 🏠 2.13 | xG ✈️ -2.13
3️⃣ Heidenheim vs Dortmund → 0-1 | ❌ L (80.8%) | xG 🏠 -2.83 | xG ✈️ 2.83
💰 #Betting #Bundesliga #XG

[StatMan @StatManSi]

🔥⚽Europe’s Top 5 Leagues ⚽🔥

Here are this week’s top 3 most likely results from Premier League, Serie A, La Liga, Ligue 1, and Bundesliga — including xG metrics 📊
👇 Thread 🧵

[StatMan @StatManSi]

🇫🇷 Ligue 1 – Top 3 Picks
1️⃣ PSG vs Lens → 2-0 | ✅ W (90.9%) | xG 🏠 2.69 | xG ✈️ -2.69
2️⃣ Strasbourg vs Le Havre → 2-0 | ✅ W (86.2%) | xG 🏠 2.16 | xG ✈️ -2.16
3️⃣ Metz vs Angers → 0-0 | 🤝 D (78.0%) | xG 🏠 0.19 | xG ✈️ -0.19
💰 #Betting #Ligue1 #XG