Model system live Sport-specific AI analysis · Documented historical archive · Inspectable signals Updated continuously

AI-powered player prop research

Stop Guessing.Start Winning.

Propeller’s sport-specific AI analyzes matchup, usage, injuries, market odds, and recent form—then shows what drives every confidence score. You see the signal. You make the call.

Free access · Analysis only · Model outputs are not guarantees

app.propellerpicks.com/app Live board
Propeller Picks web app showing live MLB player props, confidence scores, projected edges, market watch, and confidence mix

The real Propeller workspaceLive MLB board · captured July 12, 2026

Historical archive● DatedStatic API snapshot · July 16, 2026; live refresh enabled
Collapsed ledger283K283,187 ledger entries
Historical database2.11MRaw graded analysis rows
Known limitsNo ROI claimRepeats and retrospective data included

01 / See what drives every score

Signals go in.
Reasoning comes out.

Propeller does not rely on one generic answer. Each sport uses its own data, weights, and specialists before the ensemble produces a directional confidence score.

Signal 01MatchupOpponent, scheme, position, environment.
Signal 02UsageTouches, minutes, opportunities, role.
Signal 03InjuriesDirect and cascading teammate effects.
Signal 04+MarketNo-vig probability and line context.
Sport-specific layer

Context decides the weight.

NBA usage is not MLB ballpark context. Each sport emphasizes what matters.

VALID SIGNALS: 7 / 8
Ensemble

Independent inputs combine.

Missing data is excluded instead of diluting a strong signal.

MODEL AGREEMENT: HIGH
Your output

A score you can inspect.

Direction, confidence, supporting signals, and counter-signals.

LEAN OVER · 76

02 / From model to decision

The AI is only useful if you can use it.

Research the full board on desktop, inspect every signal, and carry saved props and scores with you on mobile.

Open the full research workspace →
01

Scan the strongest signals first

Sort the slate by confidence, direction, sport, market, and platform.

02

Open the reasoning behind the score

See model support, counter-signals, line context, and recent performance.

03

Keep the workflow moving

Save props, build combinations, track outcomes, and check changes on mobile.

Propeller web app showing Andrew Abbott More 2.5 strikeouts, 78 confidence, market details, and recent performance Same pick · full desktop analysis
Propeller mobile app showing Andrew Abbott pick detail, confidence score, line comparison, and recent game performance

03 / Evidence before the pitch

Every featured pick. One honest unit.

ROI starts with a clean forward record—not the historical archive. Each eligible top pick is frozen before its event, graded afterward, and measured as a flat one-unit result at the exact captured price.

Audit the forward record →
Forward ROI ledgerLive from day one
Flat-stake ROIWaiting for the first settled pick with a captured price.
Priced settled picks0
Net result0.00u
Forward ledger initializes with the next eligible public pick.Public ledgerMethodology

04 / The useful questions

Know what the system is—and what it is not.

Direct answers about the product, the public record, and how desktop and mobile fit together.

Is Propeller a sportsbook?

No. Propeller is a research and analysis tool. We do not accept wagers or place bets for users.

What does the record include?

The public archive has two units: raw graded analysis rows and entries retained after the current API collapse rules. It includes repeated snapshots and legacy retrospective data, so it is not a uniquely published forward-test or ROI record.

Why desktop and mobile?

The desktop web app is built for deeper slate research. Mobile is for quick checks, saved props, alerts, and digest workflows when you are away from the desk.

Today’s board is already moving.

Analyze today’s props free →