????????????????????????????????????? NBA Play?offs ??????????????????????????????????????

?????? NBA Play?offs ????????????????????????????????????????????????? ??????????????????????????????????????????????????????????????????? ??????????????????????? ?????????????? ??????????????????????????????????????????????????????????????????????????????????????????????????????? ??????????????????????????????????????????????????? “???????????????” ??????????????????????????????????????????????????????????????????????????

?????????????????????? NBA ????????????????????????????????????????????????????????????????????????????????? ????????????????????????????????????????????????????????? (bankroll) ?????????????????????????????????? ??????????????????????????????????????????? ???????????????????????????—???? “Free Bet”, “Deposit Bonus” ???? “Cashback”—???????????????????????????????

??????????????????????????????????????????????????????????????????????????? ? ???????? https://puechkaset.com/ ??????????????????????????????????????????????????????????????????????????????? ??????????????????????????????????????????????????????????????????????????????????????????????????

????????????? ??????????????????????????????????????????????????????????? NBA Play?offs ??????????????????????????????????????????????????????????????? ???????????? Pre?game, Live Betting ????????????????????? Monte Carlo ??????????????????????????? ????????????????????????????????????????????????????????????????????????????????????????????????????????????????????

1. ?????????????????????????????????????? NBA Play?offs

Odds ????????????????????????????? ??????? Odds ?????????????????? Decimal, Fractional ??? American ???????????????????????????????? (Implied Probability) ?????????????

Decimal Odds ????????????????????????????????? ???????????? 2.50 ???????????????????????? 100 ??? ??????????? 250 ??? (?????????) ???????????????????????????????? 1 ÷ 2.50 = 0.40 ???? 40?%

Fractional Odds ?????????????????? ???? 3/2 ?????? “??? 3 ????????????????? 2 ?????” ???????????????? 2 ÷ (3+2) = 0.40 ???? 40?%

American Odds ???????? Positive (+) ??? Negative (?) ???????????? +150 ???? ?200 ??????? +150 ???????????????? 100 ÷ (150+100) = 0.40 ???? 40?% ???? ?200 ???????????????? 200 ÷ (200+100) = 0.667 ???? 66.7?%

?????????????????????? Play?offs ??????
??????????? Lakers vs. Celtics ?? Decimal Odds ?????? Lakers ??? 1.85 ??? Celtics ??? 2.10 ?????????????????????????????????
– Lakers: 1 ÷ 1.85 = 0.5405 ? 54.05?%
– Celtics: 1 ÷ 2.10 = 0.4762 ? 47.62?%

???????????????????????????????? 101.67?% ???????????????????????????????????????????? “margin” ???? “vig” ???????????? 1.67?% ???????????????????????????????

????????????????? Odds ????????????????????????????????? ???????????????????????????????????????????? ???????????????????????????????????????????????????????? “edge” ???????????

2. ??????????? “Advanced Metrics” ??????????????????????

???????????? (Advanced Metrics) ??? NBA ???????????????????????????????????????????????????? ???????????????????????????????????????????????? PER, Win Shares, Offensive Rating (ORtg) ??? Defensive Rating (DRtg)

Player Efficiency Rating (PER) ??????????????????????????????? (?????, ???????, ????????, ????, ?????, ?????????? ???) ???????????????????????????????????????????? 15 ?????????????? PER ???????????????? Play?offs ?????????????????????? “star power” ???????????????????????

Win Shares ???????? Offensive Win Shares (OWS) ??? Defensive Win Shares (DWS) ????????????????????????????????????????????? ???????????????????????????????????????????????????

Offensive Rating (ORtg) ?????????????????????? 100 ?????????? ???? Defensive Rating (DRtg) ????????????????????? 100 ?????????? ??????????????????? ORtg ?????? A ??? DRtg ?????? B ?????????????????? “expected point differential” ??????????????

?????????????????????????????
??? Phoenix Suns ?? ORtg 115.2 ??? DRtg 108.5 ??????????? Boston Celtics ?? ORtg 112.8 ??? DRtg 106.9 ?????????????????????????? Expected Point Differential (EPD) ??????????:

EPD = (ORtg_A – DRtg_B + ORtg_B – DRtg_A) ÷ 2

EPD = (115.2 – 106.9 + 112.8 – 108.5) ÷ 2 = (8.3 + 4.3) ÷ 2 = 6.3

???????????????????????? Suns ??????????????? 6–7 ????? ???????? EPD ??????????????????? Odds ???????????????? Value Bet ???

?????? PER ??????? Win Shares
???????? Suns ??????????????????? PER > 25 (Devin Booker 27.4, Kevin Durant 28.1) ?????? OWS = 5.2 ???????? Celtics ???????????? PER > 25 ???????????? (Jayson Tatum 24.9) ????? DWS ??? (3.8) ???????????????????????? Suns ?????????????????????????? ??? Celtics ???????????????????????? ????????????????????????????? Pace (?????????????????????) ?????????????????????????????????????????????

3. ??????????????????????????????????????????????? (Bankroll Management)

??????????????????????????????????????????????????? ?????????????????? Kelly Criterion ???? Fixed?Fraction ??????????????????????????????????????????????????????? ROI ?????????

Kelly Criterion ???????????????? (f) ???????:

f = (bp – q) ÷ b

?????? b = ??????????? (Decimal – 1), p = ??????????????????????????, q = 1 – p

????????: ????????????? Lakers ?????????????????? 55?% (p = 0.55) ??? Odds Decimal = 1.85 (b = 0.85)

f = (0.85 × 0.55 – 0.45) ÷ 0.85 = (0.4675 – 0.45) ÷ 0.85 = 0.0175 ÷ 0.85 ? 0.0206

????????????? 2.06?% ??? Bankroll ?????? ??? Bankroll = 10,000 ??? ????????????? = 206 ???

Fixed?Fraction ???????????????? ????????????????????? (???? 2?%) ??? Bankroll ???????? ???????????? p ?????? ????????????????????

??????????????????????????? 10,000 ???

?????? Kelly ???????????????????????????? edge ????????????? ?????????????????????? p ??????????????????????????????????? ?????? Fixed?Fraction ??????????????????????????????????????????????????????????????

4. ?????????? “Value Bet” ???????????????????????

Value Bet ?????????????????????????????????????????????????? Implied Probability ??? Odds ??????????????????? ?????? “Free Bet”, “Deposit Bonus” ???? “Cashback” ????????????????? Value Bet ????????????????

???????????

Value = (Probability × (Odds – 1)) – (1 – Probability)

???????????? ??????????? Odds ????????? “effective stake” ????????????????????? 100?% Deposit Bonus 2,000 ??? ???????????????????? 2,000 ??? ?????????????? 4,000 ??????????????????

?????????????

• ??? Warriors ?? Decimal Odds 2.20 (Implied Probability 45.45?%)
• ??????????????????????????? 55?% (p = 0.55)

Value (??????????) = (0.55 × (2.20 – 1)) – (1 – 0.55) = (0.55 × 1.20) – 0.45 = 0.66 – 0.45 = 0.21

????????????????? Value Bet

??? Deposit Bonus
??????????????????? “effective odds” ??????? ??????????????? 2,000 ??? ????? 4,000 ????????? ??????? Effective Odds = (Payout ÷ Stake) = (2.20 × 4,000) ÷ 2,000 = 4.40

Implied Probability ??? Effective Odds = 1 ÷ 4.40 = 22.73?%

Re?calculate Value:

Value = (0.55 × (4.40 – 1)) – (1 – 0.55) = (0.55 × 3.40) – 0.45 = 1.87 – 0.45 = 1.42

?????????????????? Value ???????????????????????? ???????????????????????????????????????????????? “effective odds”

?????????????? Value Bet ????????????

1. ??????????????????????? (wagering requirement, max stake)
2. ????? Effective Odds ???? Effective Stake
3. ???????? Implied Probability ????
4. ??????? Value ????????????????????????

?????????????????????????????????????????????????????????????????????????????????????????????????????

5. ???????????? “Live Betting” ?????? Play?offs ???????????????????

Live Betting ?????????? Pre?game ??????????? ????????? Odds ?????????????? Real?time ????????????????? ???? Pace, Turnover, ?????????? ???????????????????????????????????

????????????????????? Real?time

1. ?????????????? – Pace (????????????? 48 ????), Turnover Rate, Shooting % ????????????????? 5?10 ??????????
2. ????? Adjusted Expected Point Differential (A?EPD) – ??????? EPD ?????????? 2 ???????????????????? ????

A?EPD = EPD + (?Pace × 0.1) – (?Turnover × 0.05)

??? ?Pace ????????????????? Pace ????????????????????????

1. ???? A?EPD ???? Odds – ??? A?EPD = +3.5 ????? ???????? Probability ???? Logistic Function:

P = 1 ÷ (1 + e^(–k·A?EPD))

??? k ???????????????????????? (????????? k ? 0.2)

1. ?????????????? Live Odds – ??? Live Odds ??? Implied Probability ?????????????????? ??????????? Value Bet

???????? Live Bet ????????? 4
????? Bucks vs. Heat ????????? 4 ??? Bucks ???????? 4 ????? ??? Pace ??? Bucks ???????????? 100.5 ???? 104.2 ??? Turnover ??? Heat ??????? 14% ???? 10%

• ?Pace = 3.7 ? ????? 0.37 ?????
• ?Turnover = –4% ? ?? 0.20 ?????

A?EPD = (–4) + 0.37 – 0.20 = –3.83

??? Logistic Function:

P = 1 ÷ (1 + e^(–0.2×(–3.83))) ? 0.42 (42?%)

Live Odds ?????? Bucks ??????? Decimal 2.30 (Implied Probability 43.5?%) ?????????????????????????????? ????????????????? “Free Bet” ????? 10?% ??? Stake ??????? Value ??????????? ?????????????????? Bucks ???? Free Bet ?????????

??????????? Real?time ????????????????????????????????????????????????? ??????????????????????????????????????????????

6. ?????? “Monte Carlo Simulation” ??????????????????????????? Play?offs

Monte Carlo Simulation ???????????????????????????????????????????????????????????????????????????? ? ???????? Play?offs ???????????????????????????????????????????????????????????????

??????????????

1. ??????????? – ????????????????? (PPG), ??????????????? (injury index), ??????????? (last 5 games win %), Home?court advantage (?????? +3?% ????????????????)
2. ?????????????? – ??? Normal Distribution ?????? PPG (?, ?) ??? Bernoulli Distribution ???????????????? (??/?????)
3. ????????????????? – ?????????? Python (pseudocode)

import numpy as np

def simulate_series(teamA, teamB, n=10000):
    winsA = 0
    for _ in range(n):
        scoreA = np.random.normal(teamA['ppg'], teamA['sd'])
        scoreB = np.random.normal(teamB['ppg'], teamB['sd'])
        # ???????? home?court
        if teamA['home']:
            scoreA *= 1.03
        else:
            scoreB *= 1.03
        # ?????????????????
        if np.random.rand() < teamA['injury_prob']:
            scoreA -= 5  # ??????????????? 5 ?????
        if np.random.rand() < teamB['injury_prob']:
            scoreB -= 5
        if scoreA > scoreB:
            winsA += 1
    return winsA / n

1. ??????????? – ?? 10,000 ??????????????????????????????????? A ?????????

????????????????

???????????????????
???????????????????????? Lakers ???????????????????????? 68?% ?????? Celtics ?? 32?% ??????????? Odds Decimal ????? 1.47 ?????? Lakers ??? 3.13 ?????? Celtics ??? Odds ??? Bookmaker ??????? 1.60/2.30 ??????????????????????????????? Lakers ?? Value ????????? Implied Probability ??? Bookmaker (62.5?%) ???????????????????????????? (68?%)

?????? Monte Carlo ????????????????????????? ?????????????????????????????????????????????????????????????????????????????????????????????????????????????????????

7. ????? “Accumulator” ??????????????????????? Play?offs

Accumulator Bet (???? Parlay) ???????????????????????????????????????????? ???????????? ???????????????????????????????????? ?????????????? ???????????????????????????????

???????? Combined Implied Probability

????? 4 ?????????????? Odds Decimal ??????:

• Game 1: 1.90
• Game 2: 2.10
• Game 3: 1.75
• Game 4: 2.50

Implied Probability ???????????:

• 1: 52.63?%
• 2: 47.62?%
• 3: 57.14?%
• 4: 40.00?%

Combined Probability = 0.5263 × 0.4762 × 0.5714 × 0.40 ? 0.0575 ???? 5.75?%

Combined Odds = 1.90 × 2.10 × 1.75 × 2.50 = 17.53

????????????? 500 ??? ???????????????????? 8,765 ??? (???????????????????????)

????????????? Accumulator
????????????? “Accumulator Boost” ???? ????? 10?% ??????????????????????? 4 ????????? ????????:

Adjusted Odds = 17.53 × 1.10 = 19.28

?????????? = 500 × 19.28 = 9,640 ???

??????????????????????
– ?????????????????????????????????????????????
– ?????? Kelly Criterion ???? Fixed?Fraction ?????????? Stake ?????????? (???? 1?% ??? Bankroll)

???????? Accumulator ??? Play?offs

??????????????? “Accumulator Boost 10?%” ????? Accumulator ??????????????????????????????????????? edge ??????????? ????????????????????????? Edge ??????????????????????????????????????

8. ??????????????????????? “Betting Exchange” ??????????????????? (Cash?back)

Betting Exchange ??????????????????????? “maker” ???? “taker” ?????????????????????? ? ??????????????????? Bookmaker ??????????? ????????????????????????????????????????? (lower margin) ??????????????????????????????????????????????? (liquidity)

Cash?back Promotion
????????????? Exchange ???? Cashback 5?% ??????????????????????????????????? Play?offs ???????? Net Expected Value (NEV) ??????? Cashback ???????????

NEV = (EV × (1 – commission)) + (Cashback % × Total Stake)

??? EV = (Probability × Payout) – (1 – Probability) × Stake

????????????????

• ?????????? 2,000 ??? ??? Odds Decimal 2.20
• ?????????????????????????? 55?% (p = 0.55)
• Commission ??? Exchange = 2?%

EV = (0.55 × (2.20 – 1) × 2,000) – (0.45 × 2,000) = (0.55 × 1.20 × 2,000) – 900 = 1,320 – 900 = 420 ???

??????? Commission 2?% ??????? (420 × 0.02 = 8.4) ? 411.6 ???

Cashback 5?% ??? Stake = 0.05 × 2,000 = 100 ???

NEV = 411.6 + 100 = 511.6 ???

?????? EV ????????? 420 ??? ????????? Cashback ????? Net Expected Value ????????????? 511.6 ??? ????????????? Exchange ??????? Cashback Promotion ?????????????????????????? “positive” ???????

???????????????????

• ??????? Liquidity ???????????????????????? (???? NBA Total Points)
• ??? Stake ?????????????? Kelly Criterion ?????????????????????????????????????????????????? Bankroll ????????????????
• ?????????????? Cashback ???????????????? “rollover” ??? ??????????? NEV ??????????????

9. ????????? “???????????” ??? NBA Play?offs ???????????

??? 1 – “???????????????????????????”

??????????????? PER ??? Win Shares ????????????????????? “star power” ?????????????? Play?offs ?????????? 5,000 ????????????? PER > 26 ????????? 100?% Deposit Bonus 5,000 ???????????????????????? ?????????????????????? 12,000 ??? (???? 7,000 ???) ROI 140?%

??????? – ??????? Advanced Metrics ???????? Deposit ????????????????????????????????????????????????????

??? 2 – “????????????????????????????”

??? Live Betting ???????????? Pace?Turnover ???????????? 2 ???? ??????????????? Bucks ??????????? 4 ????? Pace ??? Bucks ????????? 5?% ??? Turnover ?????????????????? 3?% ???????????? Edge +4?% ?????? Free Bet 1,000 ??????????????? “First Bet Free” ?????????????? 3,200 ??? ROI 320?%

??????? – ??????????? Real?time ???????? Free Bet ????????????????????????????????????????????

??? 3 – “??????? VPN?compatible ?????????”

?????????????????? Betting Exchange ????? Cashback 10?% ???????? ?????????? 8,000 ????? Accumulator 4 ???????? Odds ??? 18.00 ?????? Kelly Criterion ????? Stake 1.5?% ??? Bankroll (120 ?????????) ??????? Accumulator ??? 1 ??????? 3 ????? ?????????????? 9,600 ??? ??????? Cashback 800 ??? ROI 120?%

??????? – ?????? Exchange ??????? Cash?back ?????????????????????????????????

10. ??????? “??????” – ?????????????????????????? Play?offs ???????????????????

1. ???????????? ROI ????????????

• ????? ROI ?????????? (???? 25?% ????????)
• ????? Bankroll ?????????????????? (???? 20,000 ???) ???????? Stake ??? Kelly ???? Fixed?Fraction ???????????????????

2. ??????????????? ?

3. ???????????????????????

4. ??????????????????????????????????

• ????????????????? NBA.com, Basketball?Reference ???????????????????? ?
• ?????????????????????????????????????????
• ??????? “injury index” ?? Monte Carlo Simulation ???????????????????????????

5. ???????????????????????????

• ???????????????????? Accumulator ??????? 5 ??????????????????????????????????
• ??? Fixed?Fraction 1?% ??? Bankroll ?????? Live Betting ???????????????????
• ???? Stop?Loss ????? 15?% ??? Bankroll ???????? ?????????????????????????????????????????????????

??????????????????????????????????????????????????????????????????????????????????????????????????????????????????? Play?offs 2026

Conclusion

?????????????????????????????????????????????????????????????????????????????????? NBA Play?offs ????????????????????????????????? ????????? Odds, ?????? Advanced Metrics, ????????? Bankroll ???? Kelly ???? Fixed?Fraction, ????????????? Value Bet ???????????? ? ????????????????????????????????????????? ROI ??????????????

????????? ?????????????? Live Betting ??? Real?time, ???????? Monte Carlo ???????????????????????????, ????????? Betting Exchange ????? Cashback ???????????????????????????????????????????????????????????????

????????????????????????????????????????????????????????????????????????? https://puechkaset.com/ ?????????????????????????????? ????????????????????? ROI, ???????????????, ?????????????????????????? ???????????????????? NBA Play?offs ??????????????????? ??????????????????????????????????????????????????????????????????

??????????????????????????????????????????????????????????????????????????????????????????????!