WNBA · FINAL · TUE, JUL 28, 10:00 PM

NYL @ LAS

New York Liberty at Los Angeles Sparks

← All WNBA games on 2026-07-28

+4.5

Spread (home)

183.5

Total

-195 / +163

Moneyline

Snapshot market context · game-quote observation time and source book unavailable · snapshot assembled Sep 2, 4:23 AM EDT

GAME BRIEF · START HERE

Start with what happened, then judge the process.

New York Liberty at Los Angeles Sparks is a completed-game review. Any call below is record-only.

REVIEW

Open the 2-minute projection guide

01 · PROP DECISIONS

What the evidence says

No eligible player-history sample is available for the posted prop cards. Missing history is not treated as support.

02 · AVAILABILITY

What could break it

3 hard availability flags returned (Leonie Fiebich, Satou Sabally, Kelsey Plum). Player-level observation times are unavailable, so verify the source report.

03 · MARKET MOVEMENT

What changed

The movement source could not be checked. 3 hard availability flags and 1 uncertain status could change player roles. Unknown movement is not neutral.

MODEL UPDATES

HISTORY TEMPORARILY UNAVAILABLE

We could not load the saved forecast history right now. This does not mean the model never changed or made no call.

DECISION TIMELINE · REVISION FLOW

Loading frozen research checkpoints…

HISTORICAL FORMULA FEED · AUDIT ONLY

Results & Recorded Calls · 1 qualified

Start with the verified result and flat-1u CORE benchmark P&L. Then compare the recorded call with the evidence that can be reconstructed without using this game's outcome.

FINAL RESULT · CORE BENCHMARK

VOID

Actual: 0 vs 18.5
Flat-1u P&L: 0.00u
CLV: +7.8¢
Minutes: —

SERVER RECORD · CORE FORMULA · POINTS

Kelsey Plum O 18.5 PTS +120

Persisted decision price · 2.0u model stake · bet_clv:169426

RECORD ONLY

Current meaning: This is a settled, record-only decision. It is historical evidence, not a current wager.

PROP BRIEF · START HERE

Review the recorded result—not a current play.

What the evidence saysNot enough context to strengthen the call

Recent games · Last 5 unavailable; Against this opponent unavailable; Similar players vs opponent unavailable. The model and executable price must carry the decision.

Main riskWhat could break the read

Decision time is unavailable; the capture bucket must not be read as decision time.

Next stepReview the process

Compare the result, minutes, closing line, and receipt limits below.

Verified receipt & source timing

Canonical decision receipt · Receipt bet_clv:169426 · formula consensus_devig v1.0.0 · capture bucket Jul 27, 8:00 PM EDT (not decision time) · decision time unavailable · point-in-time unverified

WHY IT WAS SURFACED · FEED PRICE

50.5% model chance vs 45.5% needed at +120 · +5.1pp probability edge · +0.1% expected profit / 1u

Model stake2.0u

Why “<52%” can still show positive value: that label describes raw hit likelihood. At plus money, a candidate can hit less than half the time and still carry positive expected value because a win pays more than 1u.

PREGAME CHECKS · AUDIT

What the receipt can—and cannot—prove

Decision receiptRecord only

+120 · sportsbook unavailable · quote observation unavailable · bet_clv:169426

Pregame availabilityNot timestamped

OUT · Injury/Illness-LeftLowerLeg;LLowerLeg · the source observation time is unavailable

Pregame roleNot verified

Pick-time minutes, lineup, and role inputs are not verified by the canonical receipt.

SUPPORTING CONTEXT · NOT EXTRA VOTES

Recent, H2H, and similar players

Read each row on its stated basis

Recent games · Last 5Unavailable

History source unavailable

This player was not present in the connected history snapshot.

Against this opponentUnavailable

History source unavailable

This player was not present in the connected history snapshot.

Similar players vs opponentUnavailable

Comparable-player sample unavailable

The role-based opponent comparison could not be checked.

BOTTOM LINE

Not enough context to strengthen the call

Recent games · Last 5 unavailable; Against this opponent unavailable; Similar players vs opponent unavailable. The model and executable price must carry the decision.

WHAT THE ARCHIVE IS MISSING

Decision time is unavailable; the capture bucket must not be read as decision time.
The source sportsbook or quote observation timestamp was not preserved.
The pre-tip availability observation was not stored immutably.

See game-by-game evidenceL3 / L5 / L10 · opponent games · comparable players

This player was not present in the connected history snapshot.

DEFENSE CHECK · EACH PLAYER'S OWN CLOSE

How comparable players fared vs this opponent

Descriptive · not another model vote

Matching position, usual market line, and available minutes history…

Open evidence game log

HISTORICAL MARKET CHECK

Against each game's own verified close

Normal exposure only

Checking verified pre-tip closing lines…

See methodology & source audit6 pillars · 49 checks

The six items are pillars, not six yes/no questions. Each check below is evidence—not a gamified score. One hard failure can outweigh many verified inputs.

1 · Price & market value

Caution

What exact side, line, odds, and book are offered?

Kelsey Plum OVER 18.5 +120 · sportsbook unavailable

Source · canonical grading decision receipt

Caution

When was the formula price captured?

Capture bucket Jul 27, 8:00 PM EDT (storage bucket, not decision time) · decision time unavailable · quote observation unavailable

Source · bet_clv:169426

Verified

What hit rate does the price require?

45.5%

Source · derived from formula-feed American odds

Verified

What is the calibrated probability at this line?

50.5%

Source · canonical decision model.calibrated_hit_probability

Verified

What is the probability-point edge?

+5.1pp

Source · p_hit minus formula-price break-even

Verified

What is expected profit per unit?

+0.1%

Source · canonical decision model.claimed_ev_pct (when persisted)

N/A

Does the exact line appear in the connected snapshot?

Mutable latest-market rows are intentionally excluded from historical pre-tip proof

Unavailable

What price or line turns this into a pass?

Server-authoritative playable boundaries are not published yet

N/A

Does the broader market agree?

Mutable latest-market rows are not used to reconstruct historical consensus

Unavailable

Is the market liquid enough?

Limits and liquidity are not connected

2 · Projection quality & uncertainty

Unavailable

What is the projected median?

Unavailable

What does the outcome distribution look like?

Distribution unavailable

Unavailable

How sensitive is the pick to minutes, usage, or pace?

Sensitivity model unavailable

Unavailable

What do L3, L5, and L10 show at this exact line?

This player was not present in the connected history snapshot.

Source · reconstructed hydrator game history; target/same/future dates excluded

Caution

Is the model calibrated for this league, prop, and bucket?

The pick carries calibrated p_hit; bucket-level proof is not exposed here

Unavailable

Was calibration measured out of sample?

Out-of-sample calibration evidence is not exposed per pick

Unavailable

How large is the comparable historical sample?

No eligible reconstructed L10 sample

Unavailable

When did the model run and were inputs complete?

Research run timestamp unavailable

Source · Gameplay Intelligence

3 · Availability & role

Caution

Is the player active, questionable, limited, or returning?

OUT · Injury/Illness-LeftLowerLeg;LLowerLeg

Source · data-hydrator availability snapshot

Caution

When was status last verified?

Snapshot assembled Sep 2, 4:23 AM EDT; injury-source observation time is not mapped

Source · data-hydrator snapshot assembly

Unavailable

What is the expected minutes range?

Minutes projection unavailable

Unavailable

Is the player starting or restricted?

Starter and restriction status unavailable

Unavailable

Has opportunity changed?

Opportunity feed unavailable

Unavailable

Which teammate absences change the role?

No confirmed teammate-absence attribution returned

Unavailable

Were injury-shortened games identified?

The joined outcome does not include a verified abnormal-exposure flag

Unavailable

What rotation change could invalidate the projection?

No material role change returned

4 · Game environment & matchup

Unavailable

How many possessions are expected?

A game-level pace projection is not exposed on this card

Caution

What do spread and total imply?

Spread (home) +4.5 · Total 183.5 · Moneyline -195 / +163 · archive context only; not an immutable pre-tip market receipt · snapshot assembled Sep 2, 4:23 AM EDT

Source · data-hydrator assembled game-market snapshot

Unavailable

Does opponent scheme affect this stat?

No stat-matched position/team factor is connected; direct defender assignments are unavailable

Unavailable

What has this player done against this opponent?

No eligible prior player meetings were found

Source · reconstructed player-vs-team game history; target date excluded

Unavailable

Which defender or lineup matters?

Defender attribution is not exposed

Unavailable

Is rest, travel, or schedule a disadvantage?

Rest and travel context are not connected

Caution

What foul, blowout, or game-script path creates downside?

Spread is visible; player-level foul and game-script risk are not quantified

5 · Execution & portfolio risk

N/A

Is the number still inside its playable boundary?

Not applicable after tip; mutable current offers are excluded from historical execution proof

Verified

How was stake size derived?

2.0u model-sized stake

Source · canonical decision model.kelly_stake_units

Unavailable

How much correlated exposure already exists?

Player, game, and injury-thesis exposure are not connected

Unavailable

Are exposure limits respected?

Daily, league, player, and prop limits are not exposed

Caution

What event withdraws or expires the pick?

Game start and hard availability conflicts are enforced; price boundaries remain a backend gap

Caution

Is this pregame, live, or halftime analysis?

Schedule status: final · formula-feed archive context

Caution

Is there a no-chase rule?

The UI expires the card after tip and requires exact-line verification; explicit price-bound enforcement is pending

6 · Outcome evidence & accountability

Verified

Did the pick beat the comparable close?

+7.8¢ closing-line value (price CLV)

Source · joined grading settlement

Verified

Was the formula line stored immutably?

OVER 18.5 · decision key pd_6e8d19dce2c032e76ddcb1ef · receipt bet_clv:169426 · formula consensus_devig v1.0.0

Source · prop-decision-envelope.v1

Unavailable

Was a miss variance, injury, foul trouble, or blowout?

No verified postgame cause was joined.

Verified

What are flat-1u and actual-staked ROI?

This pick's flat-1u CORE result is 0.00u. Personal staking remains separate.

Source · joined grading ledger

Unavailable

What are sample size and uncertainty interval?

Per-cohort confidence interval is not exposed on the card

Unavailable

Are probabilities calibrated by Brier or log loss?

Per-cohort calibration metrics are not exposed

Unavailable

Where is performance weakening?

League/prop/price/book/time-to-tip drift is not joined here

Unavailable

What are drawdown and losing-streak behavior?

Portfolio drawdown belongs to the ledger and is not connected to this pick

Unavailable

Is the edge persisting in new data?

Model-versioned out-of-sample persistence is not exposed per pick

DECISION LAB · MODEL RECORD + YOUR READ

Challenge what the system knew.

The original records stay frozen. Your thesis is checked against the captured evidence, then any explicit numerical assumption is tested separately—never silently fed into CORE or Gameplay.

HISTORICAL

SELECTED PROP

Kelsey Plum

OVER 18.5 · Points

NO GAMEPLAY CAPTUREThe exact CORE record has no matching immutable Gameplay player capture to compare.

RECORDED CORE LANE

What the formula record actually says

DECISION RECEIPT

FORMULA FEATURE INPUTSNOT STORED IN THIS RECEIPTThe receipt preserves pricing outputs and the action—not the lineup, minutes, usage, or matchup contribution path.

Stored pricing outputs

CAPTURED PRICE+120book not stored · time not stored

CALIBRATED SIDE50.5%break-even 45.5% · EV +0.1%

STORED ACTIONrecord onlyOVER 18.5 · stake 2.00u

Formula: consensus_devig
Version: v1.0.0
Decision time: time not stored
Input status: unverified
Point-in-time: unverified
Receipt quality: partial

Receipt integrity flagssource sportsbook unavailable · quote observed at unavailable · decision at unavailable · capture receipt unavailable

game settled

NO GAMEPLAY CAPTUREEvidence beside the call is not automatically evidence inside the call.

IMMUTABLE GAMEPLAY CAPTURE

What the research system captured

CAPTURE BUILDING

Gameplay evidence is capture building.

The CORE row remains visible, but there is no immutable research projection from which to build a numeric human scenario.

REPLAY LAB · HINDSIGHT CHALLENGE

Tell us what the model may have missed

Write your basketball thesis normally. We'll turn it into checkable claims, compare each one with the frozen Gameplay capture, and show whether a quantified counterfactual changes the make.

UNSAVED REPLAY

HINDSIGHT MODEYou can test assumptions, but this page cannot save or alter a pregame read after the authoritative tip time. Browser timestamps are a convenience, not independent proof of publication.

PRIMARY WORKFLOW

Challenge the call

FROZEN CAPTURE · DETERMINISTIC CHECK

What is your basketball read?

Your prose supplies hypotheses, never evidence. This check only recognizes explicit starter, minutes, availability, usage, matchup, pace, and rotation claims.

CORE RECORDOVER 18.550.5% side probability

GAMEPLAY MAKE—— model minutes

GAMEPLAY LEANNO SAME-LINE CAPTUREno capture at 18.5

MY MAKE—scenario unavailable

Advanced manual scenarioDirectly edit minutes, opportunity, matchup, and pace

ISOLATED-PLAYER SENSITIVITYMoving one player's minutes here does not conserve the team's 200 regulation minutes. Name whose minutes or role you think changes so the assumption stays basketball-real.

Starting-role beliefRecorded label: unknown. This label does not secretly add minutes.Expected minutes —Model: — · regulation maximum 40Opportunity / usage change +0%Use for role, touches, shot volume, rebound chances, or potential assists.Matchup adjustment +0.0Direct points added to or removed from the make.Pace / game-script adjustment +0.0Direct points added to or removed from the make for pace, blowout, overtime tail, or foul-risk beliefs.

My decision

Confidence in my readLineup / availability beliefWhose minutes / role moves?This note is required for a rotation-aware interpretation; the calculator itself remains player-only.

TRANSPARENT SCENARIO MATH

Gameplay baseline—
After your minutes—
After opportunity—
After matchup + pace—

WHAT FLIPS THE LINE?Unavailable

Under your current opportunity, matchup, and pace assumptions, this is the minutes threshold where the personal make equals 18.5.

A numeric personal make needs both a stored Gameplay projection and model minutes. You can still record a stance and thesis.

How this personal make is calculated

Gameplay mean × (your minutes ÷ model minutes) × (1 + your opportunity change) + your matchup adjustment + your pace/game-script adjustment. It is a sensitivity tool, not a retrained probability, and it does not claim the CORE formula uses these inputs.

DECISION LAB

Loading the immutable evidence map…

AVAILABILITY SNAPSHOT · AUDIT CONTEXT

Availability & Injuries

3 hard availability snapshot flags appear. Player-level observation time is unavailable, so this does not prove the status existed before tip; formula rows remain record-only.

NYLLeonie Fiebich · Injury/Illness-LeftFoot;L.Foot (Foot)OUT

NYLMarine Johannes · Injury/Illness-LeftAnkle;L.Ankle (Ankle)GTD

NYLSatou Sabally · ConcussionProtocol (Concussion)OUT

LASKelsey Plum · Injury/Illness-LeftLowerLeg;LLowerLegOUT

GAMEPLAY INTELLIGENCE · IMMUTABLE PRE-TIP CAPTURE

Model Outlook

BUILDING

The first frozen read has not posted for this game yet. We publish a checkpointed snapshot before tip instead of inventing a live answer from incomplete inputs.

GAMEPLAY INTELLIGENCE · IMMUTABLE PRE-TIP CAPTURE

Model Outlook

Checking the latest captured lineup, rotation, matchup and market state…

MARKET CONTEXT · NOT A PICK · THIS GAME · T−1H

Prop Watchlist

A shortlist of unusual market lines. Compare this game's checkpoint with a player's typical close, then see whether recent results against their own lines agree. Only the Formula-Qualified Recommendations section contains CORE candidate wagers.

PROP FEED UNAVAILABLE

The market observation feed could not be checked

The player-prop signal feed could not be checked. The matchup page still uses the independently available schedule, injury, and recommendation data.

The Read

Liberty visits Las Vegas in a pace-driven matchup where the Sparks' faster tempo (84.95 vs. 81.34 possessions per game) threatens to disrupt NYL's deliberate offensive system. LAS projects ~103 total possessions, above league average, which should elevate counting stats across the board despite LAS's below-average offensive rating (103.91) and weak perimeter defense (allows 43.12 PPG to guards, 15th-worst). NYL enters with multiple absences: Fiebich and Sabally are out, Marine Johannes is questionable, and these depth losses will compress their forward group's offensive flexibility. LAS's Kelsey Plum is also sidelined (lower leg injury), removing a guard asset. The matchup presents a classic tempo-control scenario: LAS will try to force a faster game where both teams' ball-handlers benefit from elevated volume, while NYL's strong defensive rating (106.41, 8th-best) and rebound discipline (31.85 RPG allowed, 4th-best) offer resistance. The 22% blowout probability reflects genuine uncertainty given defensive gaps and absence impact, but both net ratings are close (LAS -5.98, NYL +1.82), pointing to a competitive final outcome. Expect a tight, possession-driven contest where perimeter scorers—particularly NYL's guards (Ionescu, Stewart) exploiting LAS's weak wing defense—and bench rotations elevated by pace will be central to the narrative.

SUPPORTING RESEARCH · NOT A BETTING RECOMMENDATION

Matchup Outlook

NYL

Projected winner

-2.5

Model spread

O 215.5

Model total

60%

Outlook confidence · MODERATE

Team Series History

LAS vs NYL · last 16 meetings · NYL leads

Team results are game-environment context—not validation for an individual player prop. Player-specific opponent history lives inside each recommendation card.

4–12

LAS record

84.4–91.8

Avg score (home)

-7.4

Avg margin

30.4

Avg reb

RECENT MEETINGS

06/21NYL 97 @ LAS 98WLAS