NBA props · Monte Carlo · Fair odds
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PickScope runs 10,000 Monte Carlo simulations on any NBA player prop and tells you the hit rate, fair odds, and exactly why.

LeBron James

LAL @ GSW · Points

OVER 24.5
67%
Fair odds-203
Median27.4 pts
VolatilityMedium
10 ptsLine: 24.545 pts
LeBronO24.5 pts67% hit rate
LukaO31.5 pts58% hit rate
JokicO12.5 reb71% hit rate
GiannisO28.5 pts62% hit rate
SGAO29.5 pts63% hit rate
CurryO4.5 ast55% hit rate
TatumO26.5 pts69% hit rate
ADO14.5 reb48% hit rate
EmbiidO32.5 pts52% hit rate
KDO28.5 pts61% hit rate
LeBronO24.5 pts67% hit rate
LukaO31.5 pts58% hit rate
JokicO12.5 reb71% hit rate
GiannisO28.5 pts62% hit rate
SGAO29.5 pts63% hit rate
CurryO4.5 ast55% hit rate
TatumO26.5 pts69% hit rate
ADO14.5 reb48% hit rate
EmbiidO32.5 pts52% hit rate
KDO28.5 pts61% hit rate
BamO10.5 reb64% hit rate
Ja MorantO24.5 pts59% hit rate
WembanyamaO22.5 pts54% hit rate
DonovanO25.5 pts57% hit rate
BrunsonO27.5 pts66% hit rate
FoxO6.5 ast51% hit rate
TownsO22.5 pts60% hit rate
HaliburtonO9.5 ast72% hit rate
MitchellO26.5 pts56% hit rate
BookerO28.5 pts65% hit rate
BamO10.5 reb64% hit rate
Ja MorantO24.5 pts59% hit rate
WembanyamaO22.5 pts54% hit rate
DonovanO25.5 pts57% hit rate
BrunsonO27.5 pts66% hit rate
FoxO6.5 ast51% hit rate
TownsO22.5 pts60% hit rate
HaliburtonO9.5 ast72% hit rate
MitchellO26.5 pts56% hit rate
BookerO28.5 pts65% hit rate

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Simulations per run

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NBA teams covered

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Prop types available

0/7

Auto-refreshed picks

Features

Builtfordisciplinedbettors

Every simulation is grounded in real game logs and adjusted for context. No black boxes.

10,000 Monte Carlo
Simulations

We run 10,000 simulated game outcomes using real NBA historical performance data — not gut feelings or generic models.

Context-Aware

Opponent defense, back-to-back fatigue, teammate availability — all shift the projection in real time.

Back-to-back
Key teammate out
Favorable matchup
Home game

Fair Odds

Market-115
Model fair odds-203
Model edge+8.3%

Model estimate — not a guarantee of true probability.

Full Distribution

Every percentile, volatility label, and histogram of all 10,000 outcomes.

25th
18.2
50th
26.1
75th
33.4
90th
39.8

Smart Picks

Simulation-ranked picks refreshed daily

LIVE
AJokicO12.5 reb71%
BSGAO29.5 pts63%
BHaliburtonO9.5 ast58%
CWembyO22.5 pts54%

No Vig Pricing

See what the line should cost without the book's margin baked in.

How it works

Fromlinetoanalysisinseconds

01

Pick a game & player

Select any upcoming NBA game and search for any player.

02

Set your prop

Enter the line (e.g. over 27.5 points) and adjust context toggles.

03

Run the simulation

10,000 outcomes computed in seconds using real historical data.

04

Read the results

Hit rate, fair odds, full distribution, and a plain-English breakdown of what drives the projection.

Beta Access

Freewhilewe'reinbeta

Get full access to every feature — no credit card, no limits, no catch. Just sign up.

Beta — 100% Free
$0$15/mo

Everything included. No strings attached.

Unlimited simulations
Up to 50,000 trials
Smart Picks — daily
Parlay Builder
Bankroll tracker
Full simulation history
Sensitivity drivers
Shareable pick cards

Early users get locked-in pricing when paid plans launch.

FAQ

Frequently asked questions

A Monte Carlo simulation runs thousands of random trials based on a player's real game log data, matchup context, and situational factors. PickScope runs 10,000 trials per prop to estimate how likely a player is to go over or under a given line.

PickScope's accuracy depends on the quality and recency of data. Our model factors in opponent defense, home/away splits, back-to-back fatigue, and game environment. We publish accuracy stats on every pick so you can judge for yourself.

We pull real NBA game logs via the official NBA API, combine them with opponent defensive ratings, Vegas game totals, and player-specific situational splits like home/away and back-to-back performance.

Yes — PickScope has a free forever plan that includes 5 simulations per day. The Pro plan unlocks unlimited simulations, Smart Picks, parlay builder, bankroll tracking, and full history.

PickScope currently supports points, rebounds, and assists props for all 30 NBA teams. We also offer moneyline analysis for head-to-head game outcomes.

Smart Picks are recomputed automatically every 5 minutes using the latest lines from DraftKings, FanDuel, and other major sportsbooks via The Odds API.

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guessing?

Use data — not gut feelings — to make more informed betting decisions.

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