Platform Overview

What is NBA Prop Lab?

NBA Prop Lab is a player props analysis platform for NBA and WNBA. It evaluates picks like “LeBron James Over 25.5 Points” through a data-driven scoring engine that combines statistical analysis, matchup context, market data, and external signals into a single actionable score.

PropLab helps bettors make informed decisions using statistical analysis rather than gut feeling. It is not a tipster service that tells you what to bet — it is an analytical tool that surfaces the strength of any player prop across multiple dimensions so you can decide for yourself.

Every pick is scored from 0 to 100 and classified into a rating tier. The higher the score, the stronger the data-driven edge the platform identifies.

The 7-Block Scoring Engine

Each pick is evaluated through 7 independent analysis blocks. Every block examines a different dimension of the pick and produces its own score (0-100) along with a confidence level indicating how reliable its analysis is.

Block	Weight	What It Analyzes
Player Profile	25%	Season averages, recent trends (L5/L10/L15), consistency, minutes stability, usage rate, fatigue
Matchup	20%	Opponent defense, DvP (defense vs position), pace, rim protection, head-to-head history
Synergy	10%	Teammate injury impact, on/off court splits, usage shifts when key teammates are out
Game Context	15%	Spread (blowout risk), total O/U, home/away, back-to-back, rival injuries, game importance
Market Line	15%	Edge vs line, line movement, implied probability, multi-book consensus, expected value
Analysis Quality	10%	Sample size adequacy, hit rate reliability, statistical confidence intervals
External Signals	5%	Third-party projections and insider information when available

Each block produces a score (0-100) and a confidence level. The final score is a confidence-weighted average — blocks with more reliable data carry more influence. If a block has limited data (for example, a player with only 3 games this season), its confidence drops and it contributes less to the final score.

The result is visualized as a spider (radar) chart on each pick card, showing where the pick is strong and where it is weak across all 7 dimensions.

Rating Tiers

Tip

The production UI is entirely in Spanish. You will see “PREMIUM” and “STANDARD” labels on pick cards.

Based on the final score, each pick receives a rating tier:

• PREMIUM (score >= 63): The strongest picks identified by the engine. Historically averaging over 60% hit rate. Roughly 10-15 picks per day qualify at this level.
• STANDARD (score >= 60): Solid analysis with positive expected value. Roughly 40+ picks per day meet this threshold.
• Picks scoring below 54 are filtered out and not shown on the platform.

The thresholds are calibrated periodically against settled pick results to ensure the ratings remain meaningful over time.

NBA and WNBA

PropLab analyzes both NBA and WNBA player props. The league toggle on the dashboard (“NBA” / “WNBA” buttons) lets you switch between leagues. WNBA picks display an orange “WNBA” badge on their pick cards.

The same 7-block scoring engine runs for both leagues, with automatic adjustments for WNBA-specific factors like smaller sample sizes and different defensive data availability.

Subscription Tiers

PropLab offers Lite ($9/mo), Pro ($24/mo), and Sharp ($79/mo) tiers with increasing access to features. Free users can browse top picks daily with limited evaluations.

Each tier unlocks progressively more analytical tools, from basic pick browsing to full research panels, custom model building, and programmatic API access. See the Subscription Guide for full details.

Next Steps

Now that you understand what PropLab does and how the scoring engine works, explore the rest of the User Guide:

• Getting Started — Create your account, verify your email, and log in for the first time.
• Home Page — Walk through the dashboard: daily analysis, game cards, filters, and search.
• Pick Cards — Learn how to read a pick card, understand the score bar, and interpret block-level analysis.