METHODOLOGY

WinForge produces weekly per-player NFL projections for skill-position research. The public product emphasizes median stat projections, matchup context, and probability tools that help users compare a player projection with a market line or fantasy decision. The product also includes free no-vig and expected-value calculators so users can understand the math around sportsbook prices. A projection is an estimate of a distribution, not a statement that one exact box-score result will happen.

The projection pipeline uses historical play-by-play, player usage and role signals, matchup context, schedule context, team environment, and other football inputs available before the game being projected. The goal is to use prior information only. Realized outcomes from the target game are not used to create that game's projection. Data availability can vary by source and week, so the model is designed to handle missing or delayed inputs conservatively.

WinForge creates model-based projections for individual player stats, then translates those estimates into a distribution around the player. The public page shows the median projection. Internal distribution fields are used to support probability and range calculations, but public SEO pages keep the median-only framing. For prop research, that projected distribution can be compared with a market line as research context, not a bet recommendation.

NFL projections are probabilistic. Injuries, game script, coaching changes, weather, penalties, overtime, player rotations, and single-play variance can move an actual outcome away from the median. Early in a season, there is less current-year signal, so projections lean more heavily on prior-season usage and role information. These are projections and probabilities, not predictions of certain outcomes.

WinForge is not a sportsbook, does not accept wagers, does not place wagers, and does not guarantee profits. It is an informational sports analytics product for research by users 21+. The product should be used alongside injury news, market movement, roster context, personal judgment, and responsible gambling limits.

WinForge reports accuracy honestly and does not cherry-pick a single number as proof that all future projections will be right. Accuracy depends on the stat, evaluation window, available data, and whether the projection was locked before the game. The forthcoming Projection Accuracy Report Card will link from this page once it ships. Until then, review the accuracy ledger, model vs consensus, no-vig calculator, and EV calculator.