The 2026 Draft Board
Built by a machine that studied 14 seasons of NFL history, weighs ten signals on every player, prices its every opinion against the live draft market, and retrains itself weekly. It doesn't guess 10,000 times and call that science — it shows its work once, in public, losses included.
player-seasons studied
vs the market, 10 replayed drafts
priced against live ADP
self-retraining through drafts
- 1
Bijan Robinson
RB1ATL · bye 11
397
proj · 24.2/g
—1.7
ADP
- 2
Jahmyr Gibbs
RB2DET · bye 6
368
proj · 23.0/g
—1.9
ADP
- 3
Puka Nacua
WR1LAR · bye 11
295
proj · 20.2/g
—2.7
ADP
- 4
Ja'Marr Chase
WR2CIN · bye 6
392
proj · 24.7/g
—3.9
ADP
- 5
Christian McCaffrey
RB3SF · bye 8
283
proj · 21.9/g
—4.9
ADP
- 6
Jaxon Smith-Njigba
WR3SEA · bye 11
337
proj · 20.6/g
—6
ADP
- 7
Amon-Ra St. Brown
WR4DET · bye 6
361
proj · 22.3/g
—7.6
ADP
- 8
Jonathan Taylor
RB5IND · bye 13 · market RB4
270
proj · 18.9/g
-17.7
ADP
- 9
De'Von AchaneQuestionable
RB4MIA · bye 6 · market RB5
329
proj · 22.0/g
+19.2
ADP
- 10
Justin Jefferson
WR6MIN · bye 6 · market WR5
247
proj · 16.4/g
-110.1
ADP
- 11
CeeDee Lamb
WR5DAL · bye 14 · market WR6
325
proj · 22.2/g
+110.6
ADP
- 12
Ashton Jeanty
RB8LV · bye 13 · market RB6
253
proj · 15.9/g
-212.3
ADP
- 13
Drake LondonQuestionable
WR7ATL · bye 11
258
proj · 17.6/g
—12.6
ADP
- 14
James Cook
RB6BUF · bye 7 · market RB7
324
proj · 20.1/g
+113.7
ADP
- 15
A.J. Brown
WR9NE · bye 11 · market WR8
232
proj · 15.7/g
-114.1
ADP
- 16
Derrick Henry
RB7BAL · bye 13 · market RB8
309
proj · 18.9/g
+115.3
ADP
- 17
Chase Brown
RB10CIN · bye 6 · market RB9
222
proj · 15.0/g
-115.8
ADP
- 18
Omarion Hampton
RB12LAC · bye 7 · market RB10
218
proj · 19.0/g
-216.8
ADP
- 19
George Pickens
WR8DAL · bye 14 · market WR9
310
proj · 19.8/g
+117.6
ADP
- 20
Saquon Barkley
RB9PHI · bye 10 · market RB11
278
proj · 18.2/g
+219.4
ADP
- 21
Chris Olave
WR11NO · bye 8 · market WR10
224
proj · 16.4/g
-121.3
ADP
- 22
Jeremiyah LoveR
RB16ARI · bye 14 · market RB12
210
proj · 14.0/g
-422.2
ADP
- 23
Kenneth Walker III
RB14KC · bye 5 · market RB13
229
proj · 15.8/g
-122.6
ADP
- 24
Nico Collins
WR10HOU · bye 8 · market WR11
268
proj · 19.0/g
+123.2
ADP
- 25
Zay Flowers
WR12BAL · bye 13
241
proj · 14.9/g
—25.1
ADP
- 26
Tee Higgins
WR13CIN · bye 6
238
proj · 17.6/g
—26.3
ADP
- 27
Garrett Wilson
WR15NYJ · bye 13 · market WR14
208
proj · 15.7/g
-127.1
ADP
- 28
Rashee RiceQuestionable
WR18KC · bye 5 · market WR15
190
proj · 19.2/g
-327.2
ADP
- 29
Josh Jacobs
RB13GB · bye 11 · market RB14
245
proj · 16.3/g
+128.7
ADP
- 30
DeVonta Smith
WR17PHI · bye 10 · market WR16
223
proj · 14.7/g
-128.7
ADP
- 31
Trey McBride
TE1ARI · bye 14
315
proj · 19.5/g
—28.8
ADP
- 32
Josh Allen
QB1BUF · bye 7
312
proj · 19.7/g
—29.2
ADP
- 33
Breece Hall
RB11NYJ · bye 13 · market RB15
286
proj · 18.1/g
+430.7
ADP
- 34
Kyren Williams
RB15LAR · bye 11 · market RB16
234
proj · 15.4/g
+132.5
ADP
- 35
Tetairoa McMillanQuestionable
WR14CAR · bye 5 · market WR17
263
proj · 16.6/g
+333.3
ADP
- 36
Javonte Williams
RB17DAL · bye 14
225
proj · 14.2/g
—34.9
ADP
- 37
Ladd McConkeyQuestionable
WR16LAC · bye 7 · market WR18
273
proj · 17.6/g
+235.5
ADP
- 38
Brock Bowers
TE2LV · bye 13
260
proj · 18.1/g
—36.2
ADP
- 39
Terry McLaurin
WR21WAS · bye 7 · market WR19
181
proj · 12.8/g
-236.7
ADP
- 40
Cam SkatteboQuestionable
RB22NYG · bye 8 · market RB18
211
proj · 19.4/g
-438.1
ADP
- 41
Travis Etienne
RB20NO · bye 8 · market RB19
232
proj · 14.6/g
-138.7
ADP
- 42
Davante Adams
WR25LAR · bye 11 · market WR20
166
proj · 11.3/g
-539.9
ADP
- 43
Jaylen Waddle
WR19DEN · bye 10 · market WR21
238
proj · 15.9/g
+241.6
ADP
- 44
Malik NabersQuestionable
WR23NYG · bye 8 · market WR22
213
proj · 20.1/g
-144
ADP
- 45
Emeka Egbuka
WR20TB · bye 10 · market WR23
261
proj · 16.4/g
+345.3
ADP
- 46
Colston Loveland
TE3CHI · bye 10
242
proj · 15.8/g
—45.5
ADP
- 47
Luther Burden III
WR22CHI · bye 10 · market WR24
261
proj · 17.7/g
+245.7
ADP
- 48
Jameson Williams
WR24DET · bye 6 · market WR25
248
proj · 16.6/g
+146.7
ADP
- 49
Bucky IrvingQuestionable
RB18TB · bye 10 · market RB20
250
proj · 18.4/g
+247.3
ADP
- 50
Joe Burrow
QB8CIN · bye 6 · market QB2
252
proj · 20.6/g
-647.4
ADP
- 51
D'Andre Swift
RB19CHI · bye 10 · market RB21
259
proj · 16.3/g
+247.9
ADP
- 52
Quinshon JudkinsQuestionable
RB23CLE · bye 11 · market RB22
211
proj · 14.8/g
-150.8
ADP
- 53
Mike Evans
WR28SF · bye 8 · market WR26
171
proj · 13.3/g
-250.9
ADP
- 54
Tyler Warren
TE4IND · bye 13
233
proj · 14.7/g
—54.5
ADP
- 55
Lamar Jackson
QB6BAL · bye 13 · market QB3
267
proj · 17.9/g
-354.6
ADP
- 56
Rome Odunze
WR27CHI · bye 10
204
proj · 14.3/g
—55
ADP
- 57
DK Metcalf
WR26PIT · bye 9 · market WR28
225
proj · 14.9/g
+256.4
ADP
- 58
David Montgomery
RB24HOU · bye 8 · market RB23
206
proj · 13.7/g
-156.5
ADP
- 59
TreVeyon Henderson
RB21NE · bye 11 · market RB24
288
proj · 18.1/g
+358.6
ADP
- 60
Alec PierceQuestionable
WR29IND · bye 13
209
proj · 13.5/g
—60
ADP
- 61
Christian Watson
WR34GB · bye 11 · market WR30
149
proj · 12.5/g
-460.3
ADP
- 62
Dak PrescottQuestionable
QB7DAL · bye 14 · market QB4
266
proj · 18.8/g
-361.1
ADP
- 63
Bhayshul Tuten
RB30JAX · bye 7 · market RB25
169
proj · 11.4/g
-561.6
ADP
- 64
Carnell TateR
WR38TEN · bye 9 · market WR31
148
proj · 9.9/g
-762.5
ADP
- 65
Drake Maye
QB5NE · bye 11
273
proj · 18.2/g
—64.5
ADP
- 66
Jaylen Warren
RB25PIT · bye 9 · market RB26
209
proj · 13.4/g
+165.9
ADP
- 67
Marvin Harrison Jr.
WR30ARI · bye 14 · market WR32
240
proj · 16.8/g
+266.1
ADP
- 68
DJ Moore
WR31BUF · bye 7 · market WR33
225
proj · 13.7/g
+266.8
ADP
- 69
Harold Fannin Jr.Questionable
TE5CLE · bye 11
245
proj · 15.9/g
—69.3
ADP
- 70
Sam LaPortaQuestionable
TE6DET · bye 6
211
proj · 15.5/g
—69.8
ADP
- 71
Rhamondre Stevenson
RB27NE · bye 11
198
proj · 14.2/g
—70.5
ADP
- 72
Michael Pittman
WR32PIT · bye 9 · market WR34
228
proj · 14.3/g
+270.8
ADP
- 73
Parker Washington
WR36JAX · bye 7 · market WR35
201
proj · 15.5/g
-172.1
ADP
- 74
Tucker KraftQuestionable
TE7GB · bye 11
156
proj · 12.8/g
—72.5
ADP
- 75
Tony Pollard
RB29TEN · bye 9 · market RB28
195
proj · 12.1/g
-173.9
ADP
- 76
Courtland Sutton
WR33DEN · bye 10 · market WR36
239
proj · 15.0/g
+374.3
ADP
- 77
Jadarian PriceR
RB28SEA · bye 11 · market RB29
210
proj · 14.0/g
+175.5
ADP
- 78
Justin Herbert
QB4LAC · bye 7 · market QB6
281
proj · 18.3/g
+275.7
ADP
- 79
Patrick MahomesQuestionable
QB3KC · bye 5 · market QB7
290
proj · 19.3/g
+476
ADP
- 80
Chris Godwin Jr.
WR39TB · bye 10 · market WR37
164
proj · 14.4/g
-278.6
ADP
- 81
Rico Dowdle
RB33PIT · bye 9 · market RB30
190
proj · 11.9/g
-378.8
ADP
- 82
Chuba Hubbard
RB32CAR · bye 5 · market RB31
207
proj · 13.6/g
-181.4
ADP
- 83
Michael Wilson
WR37ARI · bye 14 · market WR38
233
proj · 15.2/g
+181.6
ADP
- 84
Trevor Lawrence
QB13JAX · bye 7 · market QB8
249
proj · 17.3/g
-583.4
ADP
- 85
Brian Thomas Jr.
WR35JAX · bye 7 · market WR39
302
proj · 20.0/g
+483.5
ADP
- 86
Jayden Reed
WR41GB · bye 11 · market WR40
184
proj · 14.8/g
-184.4
ADP
- 87
Jordyn TysonRQuestionable
WR45NO · bye 8 · market WR41
148
proj · 9.9/g
-484.4
ADP
- 88
Josh Downs
WR42IND · bye 13
205
proj · 13.4/g
—85.6
ADP
- 89
Kyle Pitts
TE8ATL · bye 11
207
proj · 12.7/g
—87
ADP
- 90
Jayden Daniels
QB15WAS · bye 7 · market QB9
219
proj · 17.7/g
-687.3
ADP
- 91
Wan'Dale Robinson
WR40TEN · bye 9 · market WR43
228
proj · 14.6/g
+387.8
ADP
- 92
RJ Harvey
RB26DEN · bye 10 · market RB32
243
proj · 15.3/g
+689.1
ADP
- 93
Jared Goff
QB2DET · bye 6 · market QB10
304
proj · 18.5/g
+892.4
ADP
- 94
Jordan Addison
WR43MIN · bye 6 · market WR44
218
proj · 14.6/g
+193
ADP
- 95
J.K. Dobbins
RB38DEN · bye 10 · market RB33
149
proj · 14.7/g
-594.3
ADP
- 96
Jalen Hurts
QB11PHI · bye 10
272
proj · 17.5/g
—95.1
ADP
- 97
Aaron Jones
RB36MIN · bye 6 · market RB34
185
proj · 13.5/g
-296.1
ADP
- 98
Xavier WorthyQuestionable
WR44KC · bye 5 · market WR45
225
proj · 15.3/g
+198.1
ADP
- 99
Romeo Doubs
WR48NE · bye 11 · market WR46
193
proj · 12.8/g
-298.2
ADP
- 100
Quentin Johnston
WR47LAC · bye 7
212
proj · 14.5/g
—98.6
ADP
- 101
Jakobi Meyers
WR46JAX · bye 7 · market WR48
231
proj · 15.0/g
+298.7
ADP
- 102
Khalil Shakir
WR49BUF · bye 7
210
proj · 13.7/g
—100.2
ADP
- 103
Brock Purdy
QB16SF · bye 8 · market QB12
248
proj · 18.8/g
-4101
ADP
- 104
Kenny Gainwell
RB35TB · bye 10
192
proj · 12.0/g
—101.2
ADP
- 105
Ricky Pearsall
WR51SF · bye 8 · market WR50
167
proj · 15.2/g
-1102.4
ADP
- 106
Travis Kelce
TE9KC · bye 5
231
proj · 14.7/g
—103.4
ADP
- 107
Rachaad White
RB31WAS · bye 7 · market RB36
234
proj · 14.7/g
+5103.6
ADP
- 108
Matthew Stafford
QB14LAR · bye 11 · market QB13
259
proj · 16.4/g
-1103.7
ADP
- 109
Kyle Monangai
RB34CHI · bye 10 · market RB37
226
proj · 14.2/g
+3106.5
ADP
- 110
George KittleQuestionable
TE10SF · bye 8
229
proj · 16.6/g
—106.6
ADP
- 111
Makai LemonRQuestionable
WR54PHI · bye 10 · market WR51
148
proj · 9.9/g
-3107.8
ADP
- 112
Caleb Williams
QB10CHI · bye 10 · market QB14
300
proj · 18.4/g
+4109.5
ADP
- 113
Matthew Golden
WR52GB · bye 11
170
proj · 11.9/g
—112.4
ADP
- 114
Jalen Coker
WR53CAR · bye 5
165
proj · 13.7/g
—113.8
ADP
- 115
Bo NixQuestionable
QB9DEN · bye 10 · market QB15
300
proj · 18.5/g
+6115.5
ADP
- 116
Jake Ferguson
TE11DAL · bye 14
200
proj · 12.8/g
—117.2
ADP
- 117
Jaxson Dart
QB17NYG · bye 8 · market QB16
251
proj · 17.6/g
-1119.2
ADP
- 118
Jayden Higgins
WR50HOU · bye 8 · market WR54
223
proj · 14.1/g
+4119.8
ADP
- 119
KC ConcepcionR
WR57CLE · bye 11 · market WR55
148
proj · 9.9/g
-2119.8
ADP
- 120
Dallas Goedert
TE12PHI · bye 10
147
proj · 10.9/g
—120.3
ADP
- 121
Blake Corum
RB47LAR · bye 11 · market RB38
123
proj · 8.0/g
-9122
ADP
- 122
Jacory Croskey-Merritt
RB37WAS · bye 7 · market RB39
193
proj · 12.2/g
+2122.2
ADP
- 123
Jonathon Brooks
RB45CAR · bye 5 · market RB40
133
proj · 15.2/g
-5127.6
ADP
- 124
Baker Mayfield
QB12TB · bye 10 · market QB17
293
proj · 17.9/g
+5127.7
ADP
- 125
Mark Andrews
TE13BAL · bye 13
145
proj · 9.6/g
—128.2
ADP
- 126
Jordan Love
QB19GB · bye 11 · market QB18
227
proj · 14.9/g
-1128.8
ADP
- 127
Jauan Jennings
WR56MIN · bye 6
158
proj · 11.1/g
—129.3
ADP
- 128
Rashid Shaheed
WR55SEA · bye 11 · market WR57
170
proj · 12.6/g
+2129.5
ADP
- 129
Omar Cooper Jr.R
WR60NYJ · bye 13 · market WR58
148
proj · 9.9/g
-2130.1
ADP
- 130
Jordan Mason
RB44MIN · bye 6 · market RB41
134
proj · 10.1/g
-3130.4
ADP
- 131
Dalton Kincaid
TE14BUF · bye 7
158
proj · 11.6/g
—132.3
ADP
- 132
Jalen Nailor
WR64LV · bye 13 · market WR59
120
proj · 9.2/g
-5134.3
ADP
- 133
Denzel BostonR
WR67CLE · bye 11 · market WR60
106
proj · 7.1/g
-7135.5
ADP
- 134
Tre Tucker
WR59LV · bye 13 · market WR61
171
proj · 10.9/g
+2136.8
ADP
- 135
Isaiah Likely
TE15NYG · bye 8
130
proj · 9.6/g
—138.5
ADP
- 136
Tyjae Spears
RB43TEN · bye 9 · market RB42
167
proj · 12.0/g
-1139.1
ADP
- 137
Jerry JeudyQuestionable
WR58CLE · bye 11 · market WR62
203
proj · 12.5/g
+4139.3
ADP
- 138
Woody Marks
RB41HOU · bye 8 · market RB43
189
proj · 12.3/g
+2140.8
ADP
- 139
Antonio WilliamsR
WR92WAS · bye 7 · market WR63
69
proj · 4.6/g
-29141.2
ADP
- 140
Juwan Johnson
TE16NO · bye 8
164
proj · 10.9/g
—141.6
ADP
- 141
Tyler Shough
QB20NO · bye 8 · market QB19
207
proj · 16.5/g
-1143.2
ADP
- 142
Jalen McMillan
WR62TB · bye 10 · market WR64
157
proj · 15.7/g
+2143.7
ADP
- 143
Tank Bigsby
RB54PHI · bye 10 · market RB44
130
proj · 9.0/g
-10146.4
ADP
- 144
Sam Darnold
QB21SEA · bye 11 · market QB20
204
proj · 13.5/g
-1147.4
ADP
- 145
Calvin Ridley
WR63TEN · bye 9 · market WR65
159
proj · 12.0/g
+2147.6
ADP
- 146
Brandon AiyukDNR
WR61SF · bye 8 · market WR66
195
proj · 16.0/g
+5149.7
ADP
- 147
T.J. Hockenson
TE17MIN · bye 6
149
proj · 10.9/g
—150.3
ADP
- 148
Kyler Murray
QB25MIN · bye 6 · market QB21
179
proj · 16.3/g
-4150.6
ADP
- 149
Malik Washington
WR66MIA · bye 6 · market WR67
143
proj · 9.7/g
+1152.5
ADP
- 150
Isiah Pacheco
RB46DET · bye 6 · market RB45
144
proj · 11.9/g
-1152.6
ADP
- 151
Alvin Kamara
RB39NO · bye 8 · market RB46
214
proj · 16.4/g
+7153.7
ADP
- 152
Rashod BatemanQuestionable
WR68BAL · bye 13
132
proj · 9.1/g
—155.2
ADP
- 153
C.J. Stroud
QB18HOU · bye 8 · market QB22
259
proj · 17.2/g
+4156
ADP
- 154
Hunter Henry
TE18NE · bye 11
159
proj · 10.3/g
—156
ADP
- 155
Chris Rodriguez Jr.Questionable
RB66JAX · bye 7 · market RB47
105
proj · 10.1/g
-19156.1
ADP
- 156
Tyrone Tracy Jr.
RB40NYG · bye 8 · market RB48
223
proj · 14.4/g
+8156.2
ADP
- 157
Zach CharbonnetQuestionable
RB42SEA · bye 11 · market RB49
220
proj · 13.8/g
+7156.9
ADP
- 158
Brenton Strange
TE19JAX · bye 7
144
proj · 12.2/g
—158.7
ADP
- 159
Oronde Gadsden II
TE20LAC · bye 7
215
proj · 14.6/g
—159
ADP
- 160
Keaton Mitchell
RB64LAC · bye 7 · market RB50
119
proj · 12.5/g
-14159.7
ADP
- 161
Adonai Mitchell
WR72NYJ · bye 13 · market WR69
137
proj · 8.7/g
-3160.6
ADP
- 162
Malik Willis
QB40MIA · bye 6 · market QB23
106
proj · 15.8/g
-17161.6
ADP
- 163
Cooper Kupp
WR71SEA · bye 11 · market WR70
148
proj · 10.7/g
-1161.8
ADP
- 164
Germie BernardR
WR93PIT · bye 9 · market WR71
106
proj · 7.1/g
-22161.8
ADP
- 165
Kenyon SadiqRQuestionable
TE21NYJ · bye 13
124
proj · 8.2/g
—162
ADP
- 166
Tank DellQuestionable
WR65HOU · bye 8 · market WR72
215
proj · 16.4/g
+7163.1
ADP
- 167
Chris BellRQuestionable
WR97MIA · bye 6 · market WR73
69
proj · 4.6/g
-24164.6
ADP
- 168
Daniel JonesQuestionable
QB30IND · bye 13 · market QB24
177
proj · 15.6/g
-6166
ADP
- 169
Chig Okonkwo
TE22WAS · bye 7
141
proj · 8.7/g
—167.5
ADP
- 170
Tyler Allgeier
RB60ARI · bye 14 · market RB51
137
proj · 8.4/g
-9168.8
ADP
- 171
Dalton Schultz
TE23HOU · bye 8
181
proj · 11.3/g
—169.6
ADP
- 172
Isaac TeSlaa
WR70DET · bye 6 · market WR74
186
proj · 13.1/g
+4171.8
ADP
- 173
Bryce Young
QB26CAR · bye 5 · market QB25
192
proj · 12.7/g
-1174.4
ADP
- 174
Fernando MendozaR
QB29LV · bye 13 · market QB26
178
proj · 11.8/g
-3174.6
ADP
- 175
AJ BarnerQuestionable
TE24SEA · bye 11
172
proj · 11.3/g
—174.8
ADP
- 176
Tre Harris
WR78LAC · bye 7 · market WR75
175
proj · 11.4/g
-3176.3
ADP
- 177
Troy Franklin
WR69DEN
213
proj · 13.3/g
+7—
ADP
- 178
Tua Tagovailoa
QB22ATL
208
proj · 14.9/g
+5—
ADP
- 179
Geno Smith
QB23NYJ
207
proj · 13.5/g
+4—
ADP
- 180
Cam Ward
QB24TEN
207
proj · 13.0/g
+3—
ADP
- 181
Chimere Dike
WR73TEN
200
proj · 12.6/g
+3—
ADP
- 182
A.T. Perry
WR74PIT
195
proj · 16.7/g
+2—
ADP
- 183
Jaylin Noel
WR75HOU
193
proj · 12.1/g
+1—
ADP
- 184
Pat Bryant
WR76DEN
193
proj · 14.1/g
——
ADP
- 185
Marvin Mims Jr.
WR77DEN
191
proj · 12.7/g
-1—
ADP
- 186
Dylan Sampson
RB48CLE
190
proj · 12.8/g
+4—
ADP
- 187
Tez Johnson
WR79TB
188
proj · 12.7/g
-3—
ADP
- 188
Aaron Rodgers
QB27PIT
185
proj · 14.2/g
——
ADP
- 189
Elic Ayomanor
WR80TEN
184
proj · 12.0/g
-4—
ADP
- 190
Keon Coleman
WR81BUF
180
proj · 13.8/g
-5—
ADP
- 191
Justin Fields
QB28KC
179
proj · 15.7/g
-1—
ADP
- 192
Tory HortonQuestionable
WR82SEA
178
proj · 16.4/g
-6—
ADP
- 193
Ty SimpsonR
QB31LAR
178
proj · 11.8/g
-4—
ADP
- 194
Brashard Smith
RB49KC
175
proj · 11.0/g
+3—
ADP
- 195
Jerome Ford
RB50WAS
172
proj · 11.9/g
+2—
ADP
- 196
Isaiah Bond
WR83CLE
170
proj · 11.5/g
-7—
ADP
- 197
Brian Robinson
RB51ATL
168
proj · 11.0/g
+1—
ADP
- 198
DeMario Douglas
WR84NE
168
proj · 11.0/g
-8—
ADP
- 199
Gunnar Helm
TE25TEN
167
proj · 10.9/g
——
ADP
- 200
Sean Clifford
QB32CIN
166
proj · 18.1/g
-5—
ADP
Showing the top 200 overall — position tabs go deeper. The CSV cheat sheet always includes the complete board.
Value badges compare our positional rank to the market's (ADP snapshot 2026-07-14). In the ALL view players follow market draft order — cross-position strategy is your league's call; the badges and tiers are ours.
Inside the machine — and its audited record
A word about "we simulated the season 10,000 times": anyone can run arithmetic ten thousand times — simulation volume is marketing, not skill. The only question that matters is whether a process beats the market out-of-sample, and that's the only thing we publish.
Every player gets a season projection built from opportunity and efficiency treated separately: projected touches and targets (sticky) times points-per-touch (regressed), with touchdown rates re-anchored to yardage — because last year's TD luck is the market's favorite mistake — plus team-level context computed from roster arithmetic: targets and carries vacated by departures, mouths added by arrivals and drafted rookies, and each offense's projected volume. Aging curves come from 14 years of data; rookies get draft-capital priors. Then we blend our ranking with live ADP per position, weights fit on recent seasons out-of-sample.
The honest results, because we tested a full decade and publish the losses: across ten replayed draft seasons (2015–2024) the blended board went 7–3 against drafting straight off ADP, averaging +0.78% more value per season (2024, the latest graded year: +2.49%out-of-sample). Three of the ten years were losses — they're in the published backtest, parameters and all, because a record you can't audit is marketing. The board leans on the model where it has earned trust (quarterbacks and running backs, after touchdown-luck correction) and defers to the market where it hasn't (the TE board is the market, on purpose). Floor and ceiling ranges come from real backtest errors, not vibes. Full methodology on the methodology page.
Two more things we publish because they're true: the decade backtest is graded in PPR scoring — re-graded without re-tuning, the same board is roughly market-even in half-PPR and standard (numbers in the published backtest), so treat the edge claim as a PPR claim. And we also built injury-history and QB-change features, tested them the same way, and rejected them when they failed out-of-sample — the lab log of every configuration we tried ships with the receipts. This board freezes with every weekly rebuild and gets graded against actual season results after the year — the same public accountability as our game predictions. Somewhere between a spreadsheet and a precog.