Ball Ranks blog
Short notes on how the AI behind the draft board is built and tested, where it wins, and where it has to sit quietly and think about what it did.
Browse 2026 NFL player outlooksWarren's first 200-carry season was steady from start to finish, but Pittsburgh says Rico Dowdle will share the load. His receiving work makes the gamble much safer in full PPR.
Read the breakdown
Sutton has produced two stable seasons with Bo Nix, but Jaylen Waddle adds the strongest target competition Denver has had in years. Ball Ranks still sees value five picks after its rank.
Read the breakdown
The breakout finally arrived: 88 catches, 928 yards, and a TE2 finish. The market still lets Pitts reach round 7, while our PPR board would take him a round sooner.
Read the breakdown
DJ Moore is gone and Odunze is healthy after a foot injury erased five games. The opportunity is larger, but Luther Burden and Colston Loveland keep the target-leader leap from being automatic.
Read the breakdown
Foot and shoulder injuries cut Irving's second season short, but his role grew and Tampa Bay still calls him the top back. Model One prices the healthy rebound without assuming a return to his rookie peak.
Read the breakdown
Fannin set a Browns rookie record with 72 catches in a broken 2025 offense. Now Todd Monken takes over as head coach and Deshaun Watson returns at quarterback — a full rebuild around the one thing that already worked.
Read the breakdown
Washington rode 95 targets to 184.7 PPR points, but his early-season struggles give way to late-season dominance. We're not convinced the surge will repeat.
Read the breakdown
Five missed games last season cut his 2025 short, but his per-game pace was elite on either side of the absences. A full healthy year and Mike LaFleur's play-action system could unlock a top-20 receiver.
Read the breakdown
Burden caught 47 passes across 15 games as a rookie, but the story split sharply at midseason: 15 targets before his injury absences, 45 after. The late-season role is what 2026 drafters are buying.
Read the breakdown
Thomas followed a 1,282-yard breakout with an injury-marred 707-yard season. The receivers around him left, the offense stayed, and the market is quietly walking away at the wrong time.
Read the breakdown
Detroit traded Montgomery to Houston in March, ending a backfield split that shrank his role all season. He is the Texans' clear lead back now — at a draft price that assumes the volume returns.
Read the breakdown
Adams led the league in receiving touchdowns while his targets and yardage continued to fall. The Stafford connection is stronger, but his fifth-round price leaves little room for age or touchdown regression.
Read the breakdown
Williams doubled his targets after the midpoint and closed 2025 like a complete receiver. His PPR rank still trails his standard value because every target must compete inside Detroit's loaded offense.
Read the breakdown
Etienne revived his value in Jacksonville, then joined Alvin Kamara in New Orleans. The soft schedule helps, but a late touchdown surge makes his RB20 price difficult to treat as a floor.
Read the breakdown
Tennessee spent the fourth pick on Tate and placed him atop its depth chart. Ball Ranks still prices the rookie as WR38 because opportunity and target control are different things.
Read the breakdown
McConkey opened 2025 as a star in the making, then saw his target share collapse. His 2026 upside depends on whether Mike McDaniel's scheme fixes what broke in November.
Read the breakdown
Egbuka caught 63 passes with 6 TDs across 17 games, but his early burst gave way to a second-half drought. Baker Mayfield and a new coordinator don't erase that split.
Read the breakdown
Williams earned 1,201 rushing yards in 2025 and plays for an offense designed around ground attack. The question is whether his receiving role will expand enough to justify a fourth-round selection in PPR.
Read the breakdown
The Giants RB1 dislocated his ankle eight weeks into his rookie season and now faces a season where explosive movements remain limited even if the injured ankle stays healthy.
Read the breakdown
Swift reached career highs on the ground in 2025, but Kyle Monangai's emergence and a sharp second-half target drop make his PPR value less secure than the rushing total suggests.
Read the breakdown
Loveland jumped from 7.5 PPR points per game early to 12.5 late, and Ball Ranks puts him at TE3 despite Cole Kmet remaining in Chicago.
Read the breakdown
Judkins handled 230 carries in 14 rookie games, but 3.6 yards per carry and a repaired leg make his round-five price a bet on Cleveland's overhaul.
Read the breakdown
Jackson's 2025 collapse followed a hot four-game start and a season-long pileup of injuries. Ball Ranks sees a healthy rebound, but the old rushing volume is no longer automatic.
Read the breakdown
DJ Moore moves from Chicago's crowded receiver room to Josh Allen's offense after the quietest season of his career. The upgrade is real, but Buffalo still has several mouths to feed.
Read the breakdown
Jaylen Waddle escaped Miami's uneven passing game for Bo Nix and Denver. The landing spot raises his ceiling, but a three-year production slide and a deep target tree keep the price honest.
Read the breakdown
Maye nearly doubled his fantasy total, finished second in MVP voting, and added A.J. Brown. Our PPR board has him at QB2 even though Model One expects a 76-point step back.
Read the breakdown
Where Model One and live ADP split hardest on the 2026 PPR board — the mid-round QB discount, the hype picks with no track record, and what an evidence-based model refuses to pay for.
Read the breakdownFive straight seasons of 200+ PPR points, then a quad that ate half of 2025. The market says round 4. Our board says wait a round — here's the whole argument.
Read the breakdown
Why the highest-scoring player is rarely the most valuable pick, how replacement level turns raw points into draft value, and what the 2026 Ball Ranks board says about position scarcity.
Read the breakdownModel One finished 35–28 against the site-level boards in our archive — ESPN, CBS Sports, Yahoo, NFL.com, WalterFootball, the room's real-draft ADP, and the full FantasyPros consensus — across fifteen NFL seasons, graded in draft value.
Read the breakdownModel One went 398–315 against a hundred FantasyPros panelists' verified preseason boards across fifteen NFL seasons — and ranks second all-time on the field, behind only Sean Koerner. Pick a year and see who was closer.
Read the breakdownOur deliberately simple baseline finished 29–34 against the site-level boards in our archive — ESPN, CBS Sports, Yahoo, NFL.com, WalterFootball, real-draft ADP, and the full FantasyPros consensus — across fifteen NFL seasons, graded in draft value.
Read the breakdownOur deliberately simple baseline — last season's results plus the room's ADP — goes roughly .500 (344–369) against a hundred verified FantasyPros panelists across fifteen seasons. That's the floor; Model One's edge over this baseline is the product.
Read the breakdownTwo football models, thirty-eight season-format backtests across fifteen NFL seasons. How the fantasy football board is built, exactly what it's good at, and exactly where it isn't yet.
Read the breakdownModel Zero takes on 62 experts across 133 verified FantasyPros panelist boards, plus the FantasyPros consensus.
Read the breakdownAcross 48 season-by-season matchups with major fantasy basketball ranking sites, Model Zero finished with a 26–22 edge.
Read the breakdownESPN missed Keyonte George. Yahoo missed Neemias Queta. Ball Ranks missed Reed Sheppard. Here are last season’s biggest climbs from preseason expectation to actual 9-category value.
Read the breakdownEight preseason ranking boards, 1,438 player comparisons, and one very useful trip through the Wayback Machine.
Read the breakdown