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

Research workspace.
Explore the evidence.

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

Jump directly into Bosh’s matchup, market, prop and evidence workspace.
Live odds snapshots Source-linked research Frozen pick ledger
Official Bosh Sports web beta · one live link that updates automatically. Install it for one-tap access.
Bosh Platform 4.2 · Engine Loading

Checking probability validation…

VIEW OFFICIAL MODEL RECOMMENDATIONS →One live research site · updates deploy to this same link · research only, no wager execution
Board stateRanking today’s slate…
Research coverageChecking matchups…
Price freshnessChecking odds…
Next publishChecking schedule…
Today's board
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Best available bets · up to 10
Strict qualifiers
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Picks clearing the tighter official gates
Top model chance
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Published only when probability validation supports it
Current-version record
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Awaiting the first settled current-version sample
Probability validation
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Checking calibration sample
Scheduled research publishes: 1:10 AM + 10:10 AM + 3:10 PM CentralGame lines and player props are refreshed first; qualifying engine recommendations are frozen for transparent tracking.
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WHAT CHANGED SINCE THE LAST RESEARCH RUNChecking…
Comparing the latest two published research snapshots…
DAILY COMMAND BOARD

Ranked Research Candidates

Shows up to 10 of the strongest current researched and priced candidates. If the remaining slate or evidence does not justify 10, Bosh publishes fewer rather than filling space with weaker bets.
Loading best bets… Odds snapshot checking… Tap any bet → Research Lab
FEATURED SLATE

Games of the Day

The 5–10 games getting the deepest research treatment across the current and upcoming slate. Saturday prioritizes AP Top-25 college football; Sunday prioritizes the NFL; when today’s qualified board is empty, the nearest upcoming Prime Time dossiers appear here instead.
RESEARCHING
PLAYER INTELLIGENCE

Up to 25 Players by Sport

One player, one slot. Researched props rank ahead of market-only candidates. Each player opens a full intelligence view with L5/L10/L20 performance, historical hit samples, cross-book line history, current book dispersion, projections, matchup context, evidence completeness and downside risk. Unresearched discovery candidates use repeatable two-sided markets, paired no-vig market likelihood and minimum book depth; that market likelihood is never mislabeled as a Bosh P(hit) or researched pick.
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Loading the latest player-level market snapshot…

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.
Prime Time ResearchNFL + NCAAF · full game dossiers Model APIOpen the live API docs

Model strength v4.2

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.
Current graded sample—
Brier / Log loss—
Calibration error—
Mean CLV—
Current model 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.
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Highest chance to hit

Top upcoming two-way moneylines with at least 3 comparable books, ranked by no-vig market consensus probability. Market likelihood is not a Bosh prediction and 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
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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

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NCAAF

College Football Top 10

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NBA

NBA Top 10

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NHL

NHL Top 10

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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 Player Intelligence above for ranked players, research status and deep trend context.
Market board
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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
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Units—
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Mean CLV—
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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