DATA. DISCIPLINE. EDGE.

Your research dashboard

A research-first workspace for NFL, NBA and college football.
● CFB DATA IMPORTED · OFFLINE PREVIEW
RESEARCH OVER HYPE

See the game beyond the headline.

EDGE organizes team, player, matchup and market information into a disciplined research workflow. The goal is better decisions through better evidence — not louder predictions.

E↗
CONNECTED SPORTS
2 / 3
CFB and NFL schedules imported · NBA pending
CFB TEAMS
138
Imported from CollegeFootballData
CFB GAMES
888
2026 season schedule and results
MODEL PICKS
0
No unvalidated picks published

Next up · College football

Upcoming fixtures from the connected 2026 season database. Times display in your browser's local timezone.

What EDGE brings together

One workflow across research, evaluation and transparent tracking.

01 · Research database

Schedules, teams, player profiles, game logs, advanced metrics, splits and context — with source and freshness indicators.

02 · Matchup intelligence

Opponent tendencies, role and usage, pace, efficiency, injuries, weather and game environment where verified data is available.

03 · Market evaluation

Odds conversion, implied probability, no-vig prices, expected value, price sensitivity and line movement when licensed odds data is connected.

04 · Transparent model

Projections, calibration, backtesting, minimum quality gates, timestamped releases and complete result history.

DATA STATUS: CFB and NFL schedules are imported into the database. CFB player statistics are imported but are not displayed in this public preview; NFL player statistics, NBA data and odds feeds are not connected yet. This offline preview uses a saved schedule sample, not a live browser database connection. It never invents missing stats or displays fabricated picks.

Games center

2026 college football and NFL schedules imported. NBA awaits a licensed data feed.

CFBD · 2026
Loading saved games…
The website uses sample games until a publishable Supabase key is configured. Live mode reads the public 2026 NFL and college-football schedules. No live odds or player props are available yet.

Research workspace

Research modules are structured and ready; only imported datasets are enabled.

TEAM DIRECTORY · PUBLIC DATA

Find a team

Browse the verified team directory. This is not a predictive ranking.

Configure the public Supabase key to browse teams.
TEAM RESEARCH

Team profiles & trends

Team identity, conference, schedule, results, scoring margins, pace, efficiency and opponent-adjusted measures.

CFB team directory imported · CFB team statistics are imported but not yet wired to this research view.
PLAYER RESEARCH

Player profiles & usage

Passing, rushing, receiving, snaps, routes, targets, red-zone usage, recent game logs and role changes.

CFB player records and statistics are imported but not yet wired to this research view. NFL player statistics are not imported.
MATCHUP RESEARCH

Opponent analysis

Offensive/defensive efficiency, success rate, explosiveness, pressure, coverage, pace and situational splits.

CFB team stats are imported; matchup calculations are not yet validated or displayed.
MARKET RESEARCH

Prop & odds explorer

Market line, price, book comparison, implied probability, no-vig probability, fair price and line movement.

No licensed odds feed connected. No market numbers are fabricated.

EDGE model lab

Working odds mathematics and evaluation tools. This is not a predictive model.

CALCULATOR ONLY

Odds & expected value calculator

Enter an independently estimated probability and a market price. This calculator does not create the probability estimate.

IMPLIED PROBABILITY
52.38%
EXPECTED VALUE
+$5.00
BREAK-EVEN ODDS
-122
Positive EV is only as reliable as the probability estimate entered.

Publication quality gates

Source freshnessRequired
Minimum sample sizeMarket-specific
Out-of-sample validationRequired
Price still availableRequired
Model version + timestampImmutable
Automatic pause on bad dataRequired
EDGE has not approved a model version. No official picks are published until data rights, backtesting, calibration and quality gates pass.

Model evaluation standards

Track accuracy and price quality, not just headline win rate.

Calibration & scoring

Brier score, log loss, reliability plots, calibration by probability bucket and sample-size confidence intervals.

Market performance

Closing-line value, price movement, ROI by odds band, hold-adjusted comparison and drawdown.

Performance tracker

Public results must be timestamped, auditable and include every loss.

PUBLISHED PICKS
0
No picks published
WIN RATE
—
No settled picks
NET UNITS
—
No verified history
CLOSING-LINE VALUE
—
Odds feed not connected

Integrity standard

Every released pick will preserve its original timestamp, market, selection, price, minimum acceptable price, model version and inputs-as-of timestamp. Settled results will be appended — never overwritten to hide losses.

No official EDGE picks have been published. The performance ledger is intentionally empty.

How EDGE works

Research-first analytics with a clear separation between data, model and editorial explanation.

1. Collect & validate

Retrieve data from approved sources, normalize identifiers and verify completeness, timestamps and anomalies.

2. Build the research picture

Summarize player role, recent form, season baseline, matchup, environment and uncertainty.

3. Estimate probabilities

Statistical models produce projections and probabilities. AI helps explain, challenge assumptions and surface missing context — it does not invent stats.

4. Compare the market

Convert prices to implied probability, remove vig where possible, calculate expected value and establish a minimum acceptable price.

5. Apply strict gates

Stale inputs, thin samples, poor calibration, unavailable prices or conflicting data block publication.

6. Track everything

Timestamp picks, preserve the original record, grade outcomes and evaluate calibration and closing-line value.

Membership

Proposed launch pricing. Checkout is not active. Account registration and sign-in are available for testing.

FREE

EDGE Free

$0

A way to explore the EDGE approach.

✓Sample research and public previews

✓Limited game and stat snapshots

✓Methodology and education

RESEARCH

EDGE Research

$14.99 / month proposed

Full research database and independent analysis tools.

✓Player and team research

✓Game logs, splits and matchup tools

✓Prop research and trend explorer

No official EDGE picks or recommendations.

PREMIUM

EDGE Premium

$29.99 / month proposed

Everything in Research, plus model releases.

✓Official model picks when quality gates pass

✓Projections, probabilities and fair prices

✓Recommended minimum betting price

✓Alerts and full performance ledger

Pricing is a proposal, not an active offer. Payment processing, legal review and provider commercial rights must be confirmed before subscriptions are sold.
YOUR EDGE ACCOUNT

Account

Sign in to access your research membership. Subscriptions are not available yet.

Connect the public Supabase key to enable account access.

Your membership is verified by the server, not by this browser. Checkout is not enabled.

About EDGE

Research over hype. Data over noise.

DATA. DISCIPLINE. EDGE.

Build conviction from evidence.

EDGE Sports Analytics is being built as a sports research and analytics platform for fans who want more than a pick and a confidence emoji. The product is designed to show the underlying information, the assumptions behind an estimate and the risks that could invalidate it.

E↗
Our standard

No fabricated stats. No guaranteed wins. No deleted losses. No model recommendation without a traceable input record.

Our scope

Initial sports: NFL, NBA and college football. Coverage expands only when reliable, licensed data is available.

Responsible play

Sports analytics is not a promise of income or a substitute for responsible decisions.

Important information

EDGE is intended as a research and analytics product, not a sportsbook. No deposits, wagers or wagering funds are accepted through EDGE. Any projections or recommendations are estimates with uncertainty and can be wrong. Never wager money you cannot afford to lose, never chase losses, and consider taking a break or seeking support if betting stops being recreational.

Access is intended for adults 18+ and subject to applicable laws and jurisdiction restrictions. Users are responsible for understanding local laws. Final age and location controls and legal disclosures must be completed before public launch.

If gambling is causing harm in the United States, call or text 1-800-GAMBLER for confidential support.