Week 1 NFL player projection
Khalil Shakir
PROJECTION
Public teaser for BUF WR. WinForge shows the median projection for the primary stat view, then keeps deeper simulation and market-comparison tools inside Pro.
MATCHUP
BUF vs HOU
Sun, Sep 13, 12:00 AM UTC
Updated Jul 10, 2026. The snapshot is stamped for Week 1.
MEDIAN PROJECTION
WinForge projection (median)
61
Receiving Yards
WinForge projection (median)
4.7
Receptions
WHY THIS PROJECTION MOVES
Khalil Shakir is tagged as WR2 rotation for BUF. The page uses top-2 WR projection volume for BUF, then layers in a tougher prior matchup with HOU ranked #6 vs WR and allowing 21.0 fantasy points per game so the public read is tied to this player's actual weekly situation.
The football logic is simple: role drives opportunity, opponent context shapes efficiency, and game environment affects how often a player can reach the stat that matters for fantasy and prop research.
ACCURACY FRAMING
In the 2025 hold-out test, the WinForge receiving-yards model explained 59% of the variance in actual WR receiving yards.
R² measures variance explained, not hit rate. Read the accuracy ledger and methodology for context.
UNLOCK THE FULL PRO VIEW
Pro adds the complete simulation view, market comparison tools, probability research, and portfolio sizing context inside the app. The public page intentionally shows only the median teaser.