Contender — Bet smarter. Athletes from four sports in black and electric lime around the Contender lockup.

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Analyze player props with AI-powered projections, probability estimates, and matchup insights to uncover potential value, make smarter picks, and win.

3 free analyses a day. No card required.

Historical replay

Real picks, graded. Misses included.

Two stored analyses for Shai Gilgeous-Alexander and Nikola Jokić, computed as of game day and graded against the final box score. They show what an analysis returns, not a track record.

See a full result

Shai Gilgeous-Alexander

OKC vs MIN · Mar 15, 2026

Miss · actual 20
87%P(over)

Over 30.5PTS

Projection
36.0
+5.5 vs line
Last 10
4/10
over hit

Probability: uncalibrated estimate

Last 10 · Over hit 4/10 line projection

Nikola Jokić

DEN @ LAL · Mar 14, 2026

Hit · actual 16
52%P(over)

Over 12.5REB

Projection
12.7
+0.2 vs line
Last 10
5/10
over hit

Probability: uncalibrated estimate

Last 10 · Over hit 5/10 line projection

Historical example — replayed as of noon UTC on game day; not a live pick.

How it works

From one prop to a clear, saved answer

  1. 01

    Choose the prop

    Pick a scheduled game and a canonical player, then the market, your line and your side. Nothing runs until you submit.

  2. 02

    Read the estimate

    Projection, model probability and the gap to your line, with recent games, matchup context and the data clock beside them.

  3. 03

    Keep the evidence

    Save the analysis and it becomes an immutable snapshot. When the game is final it is graded — misses included.

01 · Your prop

Player
Shai Gilgeous-Alexander
OKC
Game
vs MIN
Mar 15, 2026
Market
Points
Line
30.5
PTS
Side
Over
Window
Last 10

02 · Model output

Projection

36.0

+5.5 vs your line

P(over)

87%

model estimate · uncalibrated estimate

Last 10 on your side

4/10

observed history, not a forecast

ML + Rules (Random Forest) · interval 30.3–40.3 (central 60% band)

03 · Saved analysis

Shai Gilgeous-Alexander · Over 30.5 PTS

Snapshot as of 12:00 UTC, Mar 15, 2026 · projection 36.0 · P 87%

Graded · actual 20 · Miss

Reopening shows these exact numbers; nothing is recomputed against newer data. Historical example — replayed as of noon UTC on game day; not a live pick.

What you get

Every layer of a prop, in one place

Each analysis keeps the input, the estimate, the evidence and its limits together, so a polished number never outruns its source.

01

Projections

A forward estimate for the stat you picked, blending a rules projection with a Random Forest when there is enough history.

When the model cannot run, the result is labeled with the fallback it used instead of pretending it ran.

Projectionvalue + gap to your line

Learn more about projections
02

Probability estimates

The chance of your side, labeled with how it was produced and whether it is calibrated — never dressed up as certainty.

Historical hit rates sit beside it as a separate number, because what happened is not what will happen.

P(side)with calibration label

Learn more about probability estimates
03

Matchup context

Opponent allowance and rank, pace, rest, venue and opportunity (minutes, plate appearances, snaps), each with the definition that produced it.

Context is descriptive. Contender shows it so you can disagree with the model, not to replace your read.

Contextdefined per field

Learn more about matchup context
04

Recent games & hit rates

Your side across the last 5, 10 and 15 games, the season and head-to-head, charted against your exact line.

Sharp adds a 20-game display window. The window changes what you see, never what the model trained on.

HistoryL5 · L10 · L15 · L20*

Learn more about recent games & hit rates
05

Saved, graded history

Pro and Sharp save each analysis as an immutable snapshot and grade it automatically once the box score is final.

Did-not-play and postponed games are voided, not counted as losses, and stat corrections re-grade with a new version.

Snapshotwin · loss · push · void

Learn more about saved, graded history
06

Parlay math

Two to four legs, each with the full analysis, combined under a clearly labeled independence assumption.

Same-game legs are flagged and the possible range under any dependence is shown, not hidden behind one number.

Combinedestimate + bounds

Learn more about parlay math

Methodology

Estimates, not promises

Read the methodology
  • Model output, labeled

    Projections blend a rules estimate with a Random Forest when the history supports it. Every result names the method it used and its calibration status.

  • A visible data clock

    Schedules and box scores are versioned. Each analysis records its source, eligible seasons and the latest game it could see.

  • Limits stay in view

    Late scratches, role changes and dependence between legs can break assumptions. Missing context is named, never filled with a plausible number.

Plans

Start free. Upgrade for volume and history.

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Free

01

$0forever

Try the full single-prop analysis.

  • 3 single-prop analyses per day (resets at midnight UTC)
  • Every market, window and metric in the full analysis view
  • Historical and hypothetical modes
Create a free account

Pro

02

$10/week

A full week of analyses and the parlay builder.

  • 25 single-prop analyses per week
  • 25 parlay analyses per week (2-, 3- and 4-leg combined)
  • Saved props, parlays and settled history
Choose Pro

Sharp

03

$25/week

Unlimited everything, plus the 20-game display window.

  • Unlimited single-prop analyses
  • Unlimited 2-, 3- and 4-leg parlay analyses
  • Everything in Pro, including saved and settled history
Choose Sharp

Prices in USD, billed weekly through Stripe; the checkout amount is authoritative. Free usage resets daily at midnight UTC.

Your first analysis

Pick a prop. See the edge.

Three single-prop analyses a day on the free plan. No card required.

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