NBA prop analysis powered by real data, probability, and disciplined tracking.
Propify combines live NBA data, probabilistic modeling, weighted recent performance, matchup context, and full pick tracking into one clean analytics platform.
Daily
Live NBA data
0+
Outputs per prop
0
Tracked metrics
Jalen Brunson
Points vs MIA
Line
27.5
Projection
0.0
Lean
Over
The full workflow, in one interface.
Single prop analysis, parlay modeling, pick tracking, and a performance dashboard. Explore each surface of the Propify experience.
Inputs
Jalen Brunson
Points vs MIA
Line
27.5
Projection
0.0
Lean
Over
Systematic prop analysis. Built for disciplined bettors.
Propify is a full-stack, data-driven web application designed to evaluate NBA player props and identify statistically favorable opportunities. The engine ingests live NBA data, weights recent performance, adjusts for opponent and context, and outputs projections, probability estimates, confidence scores, fair lines, EV estimates, and risk flags in one clean interface.
Data-backed analysis
Live NBA data, weighted recent trends, matchup context, and model-driven probabilities.
Structured decision-making
Every output is built to help users compare the line, projection, confidence, and risk before making a decision.
Honest performance tracking
Save picks, grade results, monitor ROI, and learn what is actually working over time.
Demo live now. Full platform coming 2026.
Current Demo
- Public demo simulation
- Functional representation of the Propify workflow
- Single prop analysis
- Parlay modeling
- Pick tracking
- Performance dashboard
- Live NBA-data-inspired experience
Full 2026 Release
- Full production model
- Enhanced data pipelines
- Broader stat coverage
- More refined product experience
- Deeper model layers
- Continued improvements after launch
- Built for long-term serious use
Everything a disciplined prop workflow needs.
Single Prop Analyzer
Input a player, stat type, line, and opponent to receive projection, Over/Under probability, Push probability, lean, confidence, fair line, fair odds, EV estimate, hit rates, and contextual risk flags.
Parlay Modeling
Build 2-leg, 3-leg, or 4-leg parlays and receive combined hit probability, miss probability, aggregated confidence, individual leg breakdowns, and flex probability for supported entries.
Pick Tracker
Save every pick with bet size, multiplier, notes, and outcome. Propify calculates net profit, ROI, win/loss record, and performance history.
Performance Dashboard
Monitor wins, losses, pushes, pending picks, win rate, total net profit, ROI, and cumulative performance over time with clear visual summaries.
Per-User Accounts
Each user has an isolated account with saved picks, history, and dashboard data tied to their login through Supabase, Postgres, Auth, and Row-Level Security.
Live Data Refresh
Rosters, matchups, schedules, recent averages, hit rates, and opponent context are designed to stay current through live NBA data pipelines.
Every number has a purpose.
Propify does not just return a pick. It explains the decision environment around the line.
Projection
01The model's final expected outcome after all components are combined.
Over %
02Estimated probability that the player clears the listed line.
Under %
03Estimated probability that the player stays under the listed line.
Push %
04Estimated probability that the result lands exactly on the line.
Confidence
05A composite read on how stable the inputs behind the projection are.
EV %
06Expected value estimate using the multiplier entered by the user.
Fair Line
07The line the model considers neutral given its projection.
Fair Odds
08The model's implied odds translated into a sportsbook-style price.
Hit Rates
09How often the player has cleared the line across recent samples.
Model Scores
10Internal component readings that feed the final projection.
Edge vs Line
11The gap between projection and the posted line, framed as context.
Flex Probability
12For 3 and 4 leg entries, the probability of partial-hit payouts.
Recent Sample Table
13A view of the recent games that shaped the current projection.
Why This Lean
14A plain-language summary of the strongest factors behind the lean.
Risk Flags
15Human-readable caution signals related to volatility, minutes risk, matchup, or sample concerns.
How the engine thinks.
The model is designed around current-season behavior and recent form instead of treating all historical data equally. That keeps it responsive to role changes, injuries, usage shifts, minutes volatility, and evolving player trends.
- 1
Live NBA Game Logs
Current-season player performance data.
- 2
Weighted Recent Trends
Short-term windows receive elevated influence to capture current form.
- 3
Matchup Context
Opponent, pace proxy, and historical performance context are factored in.
- 4
Minutes and Role Stability
Usage and playing-time risk are scored before they affect the line.
- 5
Volatility Scoring
Game-to-game variance helps quantify how swingy a stat is.
- 6
ML and Rules Blend
Machine-learning layers and deterministic rules combine into the final projection when enough data is available.
Exact modeling logic, feature weights, and proprietary engineering details are intentionally abstracted.
Track every pick. Own your results.
Most people remember wins and forget losses. Propify's tracker creates an honest performance record with every entry, grade, dollar, and outcome stored in one place.
0
Wins
0
Losses
0
Pushes
0
Pending
Win Rate
0.0%
Net Profit
$0
ROI
0.0%
Last 5 entries
Jalen Brunson
Points Over 27.5
Domantas Sabonis
Rebounds Over 12.5
Luka Doncic
PRA Under 59.5
Tyrese Haliburton
Assists Over 9.5
Anthony Edwards
Points Over 26.5
Filter by
Entry types
Cash-out support calculates net profit as cash-out price minus bet size.
From line to logged result.
- 1
Log In
Create an account or sign in to access the engine. Saved picks, edits, outcomes, and dashboard history are tied to your account.
- 2
Analyze a Single Prop
Select a player, stat type, line, and opponent. Review projection, probabilities, hit rates, confidence, EV, and risk flags.
- 3
Build a Parlay
Add 2 to 4 legs and view combined hit probability, confidence, individual leg breakdowns, and flex probability.
- 4
Save the Pick
Save the pick with bet size, multiplier, and optional notes.
- 5
Grade the Result
Enter the final stat result after the game. Propify grades the pick and calculates profit.
- 6
Review Performance
Use the dashboard to monitor win rate, net profit, ROI, and long-term trends.
What's coming in 2026.
Public demo is live
The current public demo mirrors the core Propify experience with single prop analysis, parlay modeling, pick tracking, and a performance dashboard.
The full platform arrives
The complete launch will include the full production model, enhanced data pipelines, broader stat coverage, and a more refined product experience.
Ongoing improvements
Additional features, model improvements, expanded coverage, and deeper user insights will follow the full launch.
Questions, answered.
Browse any sportsbook to find plays you are considering, lines that look mispriced, or props you are simply curious about. Propify helps evaluate whether the line looks favorable, neutral, or unfavorable based on the model's projection and probability outputs.
Responsible use
Propify is designed for informational and analytical purposes only. All projections, probabilities, confidence scores, and EV outputs are model-based estimates. They do not guarantee outcomes. Sports involve inherent variance, and no model removes uncertainty. Users are responsible for their own decisions. Nothing on this site constitutes financial, betting, or investment advice.
Built for disciplined prop analysis.
The demo is live. The full Propify platform is coming in 2026.