Your research dashboard
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.
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.
Schedules, teams, player profiles, game logs, advanced metrics, splits and context — with source and freshness indicators.
Opponent tendencies, role and usage, pace, efficiency, injuries, weather and game environment where verified data is available.
Odds conversion, implied probability, no-vig prices, expected value, price sensitivity and line movement when licensed odds data is connected.
Projections, calibration, backtesting, minimum quality gates, timestamped releases and complete result history.
Games center
2026 college football and NFL schedules imported. NBA awaits a licensed data feed.
Research workspace
Research modules are structured and ready; only imported datasets are enabled.
Find a team
Browse the verified team directory. This is not a predictive ranking.
Compare two college football teams
2026 completed games only. Averages reflect recorded results, not opponent-adjusted predictions.
Player game logs
Search imported college football player records and view source-reported game stats. Access requires EDGE Research, Premium or Admin membership.
Compare two CFB players
Select players by name. Compare their recorded 2026 per-game totals and averages by provider stat category; only matching stat fields are compared. No projected numbers.
Offense, defense & recent form
Choose the same two teams above, then compare season scoring, recent scoring and available per-game offense and defensive box-score stats. No opponent adjustments or projections.
NFL player statistics
The NFL team and game schedules are connected, but licensed NFL player game logs are not yet imported. EDGE will not substitute college statistics or invent player numbers.
Recorded team game stats
Explore available 2026 team-stat rows with source-provided fields such as total yards, rushing yards, passing yards and turnovers.
What's coming next
Opponent-adjusted efficiency, prop odds and projections are not yet production-ready. EDGE will not show fabricated lines or unvalidated picks.
EDGE model lab
Working odds mathematics and evaluation tools. This is not a predictive model.
Odds & expected value calculator
Enter an independently estimated probability and a market price. This calculator does not create the probability estimate.
Publication quality gates
CFB scoring baseline backtest
A transparent benchmark, not an approved prediction model: each completed game is estimated from both teams’ prior completed games only. Uses a minimum of 3 prior games per team and compares estimated margin against the final score. Does not use betting odds, injury information or opponent-adjusted efficiency.
EDGE v0.6 · opponent-adjusted evaluation
Compare a prior-results baseline with an opponent-strength, recency-weighted, home-field-adjusted scoring model. A fixed first-half chronological development window is used for tuning; the later half is an untouched evaluation window. No published picks.
These are transparent research parameters, not optimized betting recommendations. Changing them after viewing holdout results invalidates the independence of that holdout; use a future season for a true final test.
Model selection & uncertainty audit
Evaluate winner direction and scoring margin as separate objectives. Winner percentages include approximate 95% Wilson confidence intervals; a small accuracy difference is not proof of a better model. The baseline remains the margin benchmark until independently validated evidence supports replacing it.
Market comparison & betting validation
Actual point spreads, moneylines, timestamps and commercial data rights are required to measure against-the-spread accuracy, closing-line value, and return on investment. This module checks whether verified market data exists; it does not substitute fabricated odds.
Model evaluation standards
Track accuracy and price quality, not just headline win rate.
Brier score, log loss, reliability plots, calibration by probability bucket and sample-size confidence intervals.
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.
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.
How EDGE works
Research-first analytics with a clear separation between data, model and editorial explanation.
Retrieve data from approved sources, normalize identifiers and verify completeness, timestamps and anomalies.
Summarize player role, recent form, season baseline, matchup, environment and uncertainty.
Statistical models produce projections and probabilities. AI helps explain, challenge assumptions and surface missing context — it does not invent stats.
Convert prices to implied probability, remove vig where possible, calculate expected value and establish a minimum acceptable price.
Stale inputs, thin samples, poor calibration, unavailable prices or conflicting data block publication.
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.
EDGE Free
A way to explore the EDGE approach.
✓Sample research and public previews
✓Limited game and stat snapshots
✓Methodology and education
EDGE Research
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.
EDGE Premium
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
Account
Sign in to access your research membership. Subscriptions are not available yet.
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About EDGE
Research over hype. Data over noise.
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.
No fabricated stats. No guaranteed wins. No deleted losses. No model recommendation without a traceable input record.
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.