TODAY'S EDGE BOARD · LIVE RESEARCH · BEST AVAILABLE PRICE

Sports betting research.
The case behind every bet.

Bosh Sports is a one-stop sports betting research workspace. Start with the ranked Top 10, then inspect verified prices, model and market probabilities, numeric matchup evidence, player props, public-betting context and the strongest reason each angle could lose.

Official Bosh Sports web beta · one live link that updates automatically. Install it for one-tap access.
Bosh Platform 4.2 · Engine —

Checking probability validation…

OFFICIAL BOSH SPORTS WEB BETAOne live research site · updates deploy to this same link · research only, no wager execution
Today's board
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Best available bets ranked #1–#10
Strict qualifiers
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Picks clearing the tighter official gates
Top model chance
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Model P(hit), not a guarantee
Current-version record
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Awaiting graded sample
Probability validation
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Checking calibration sample
Scheduled slate refreshes: 10:00 AM + 3:00 PM CentralGame lines and player props are refreshed first; qualifying engine recommendations are frozen for transparent tracking.
Next refresh —
DAILY COMMAND BOARD

Today's Top 10 Bets

Always populated from the strongest available researched and priced candidates. Grade labels tell you how clean the evidence is; they do not hide the best available options.
Loading Top 10… Odds snapshot checking… Tap any bet → Research Lab
FEATURED SLATE

Games of the Day

The 5–10 games getting the deepest research treatment today. Saturday prioritizes AP Top-25 college football; Sunday prioritizes the NFL; other days rank the strongest cross-sport matchups.
RESEARCHING
PROP RESEARCH BOARD

Top 30 Player Props

Ranked player-prop sides after role/usage, opponent matchup, projection, injury context, game script, price and counterargument research. A raw line is never promoted just because it exists.
0 / 30

Matchup Intel

Game-by-game lean, matchup data, market movement and public ticket/money context. NCAAF is scoped to AP Top-25 games; NFL, NBA and NHL scans cover the active slate.

Big Matchup Leans

Quick read on the highest-profile NCAAF Top-25 and NFL games, including model lean and public-money context.
MATCHUP VIEW

Shortcuts

Jump straight to the part of the model you use most.
Model APIOpen the live API docs

Model strength v4.0

What has to be true before a play can become official.
Independent ensembleCorrelated models are collapsed first. STRONG needs 3 independent groups; ELITE needs 4.
Market anchoredThe no-vig market is treated as a strong prior. Disagreement increases shrinkage instead of creating fake confidence.
Stress testedEdge must survive uncertainty, friction, freshness, injury/role, contradiction and data-quality gates.
AuditedFrozen picks are graded against results and the closing line using CLV, Brier, log loss, calibration and ROI.
4.0 graded sample—
Brier / Log loss—
Calibration error—
Mean CLV—
4.0 remains research-only until it builds a meaningful out-of-sample sample.
MARKET DESK

Price, movement and probability tools

Line shop the current board, see the biggest moves, compare no-vig market probability and run quick price/EV calculations without leaving the model.
Loading market data…

Highest chance to hit

Top upcoming two-way moneylines by multi-book no-vig consensus probability. Highest likelihood is not the same as best value.

Game line shop

Search upcoming moneylines, spreads and totals. Shows the consensus line plus the best stored price and sportsbook.
Live research
Loading game markets…

Market movement

Largest opening-to-current moves in the stored market. Movement is a research signal, not proof of sharp action by itself.
Opening → current

Betting research calculators

Quick tools for price conversion and value checks. These calculators do not create a model edge on their own.
Implied probability
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Fair odds
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No-vig probability
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Expected value
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Kelly stake research
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Research sizing only. Full Kelly is highly volatile.
Two-way arbitrage check
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Shows whether combined implied probability is below 100% and the theoretical margin.
Parlay probability
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Assumes independent legs. Same-game correlation can materially change the true probability.
EV stress test
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Compares base EV with the lower-bound probability after uncertainty.
Probability integrity: checking current-version calibration and graded sample…

Top 10 by sport

One sport at a time, ranked strongest to weakest. Each bet opens a six-part decision sheet with matchup data, market movement, public money, sources and risk.
RANKED RESEARCH
NFL

NFL Top 10

— / 10
NCAAF

College Football Top 10

— / 10
NBA

NBA Top 10

— / 10
NHL

NHL Top 10

— / 10
Grades show evidence quality. WATCH/PASS candidates remain visible for comparison instead of disappearing from the research board.

Daily Safety Parlay

Teaser-style target lines built only from official STRONG/ELITE spread or total picks.
No correlated legs
Building today's parlay…
Waiting for qualifying legs.

Player Prop Line Shop

Raw consensus prop markets and best stored Over/Under prices. Use the Top 30 Player Props above for researched sides.
Market board
Loading player props…
PERFORMANCE CENTER

Tracked results

Settled official recommendations only. Filter the record to see where the model is strong, weak, calibrated or losing closing-line value. No deleting or rewriting losing picks.
0 graded
Record—
Units—
ROI—
Mean CLV—
Brier—
Calibration—
No graded picks yet—
IMMUTABLE HISTORY

Published decision ledger

What the public board actually showed at publication time. Research leans stay separate from official frozen recommendations so history cannot be rewritten after results are known.
Ledger available on demandImmutable snapshots

Recent model runs

Immutable run history behind the board.
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System health

Server-side connections only. Secrets never enter the browser.
APIChecking…
SupabaseChecking…
Odds feedChecking…
InterfaceChecking…
Interface diagnosticsWaiting…
Latest odds snapshot—
Scheduled data refresh10 AM + 3 PM CT
Page refresh60 sec · pauses while interacting