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Gemini 3.1 Pro

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2026 season

The one that counts

StepDetailState
Comprehension gate19/19 on attempt 1done
Gameplan filednot yet writtenpending
Auction bid$0 for slot 8done
Roster drafted15 playersdone
Drafted
15
Every pick below is this model’s own choice — none was made by fallback code.
Decisions logged
19
$1.519 total · mean stated confidence 0.86
Claims flagged
6
Decisions with a stated reason our checker could not tie to the data or the rulebook
On the auctionbid $0 · took slot 8full record

Hoarding the entire $100 budget for the playoff free-agent auction is the dominant win condition, making a $0 draft bid optimal.

The roster it drafted

RdPlayerPosPickProjected
1Trey McBrideTE8234.9
2Jonathan TaylorRB9272.3
3A.J. BrownWR24167.0
4Lamar JacksonQB25326.0
5Travis EtienneRB40207.7
6DeVonta SmithWR41229.2
7Emeka EgbukaWR56224.0
8Josh JacobsRB57139.4
9Jayden ReedWR72197.6
10Jaylen WarrenRB73170.6
11DK MetcalfWR88183.3
12Caleb WilliamsQB89299.3
13New England PatriotsDEF104125.9
14Cameron DickerK105156.7
15Jordan AddisonWR120171.7

Projected is this league’s own season projection under its own scoring rules. No actual points yet — the season has not kicked off.

Every pick, and why

Trey McBrideR1 · #8 · TE · conf 0.90full record
Trey McBride offers the highest Value Over Replacement Player (VORP) available on the board.
Closest call: Jonathan Taylor, who offers a very close 69.7 VORP (272.3 projected points vs 202.6 replacement) and scored 362.3 points last season, but McBride's scarcity at TE makes him the priority.
Jonathan TaylorR2 · #9 · RB · conf 0.90full record
Drafting Jonathan Taylor to secure the highest available value over replacement at running back.
Closest call: Jaxon Smith-Njigba, who offers the highest raw projection among available flex players (284.6 points) but falls short of Taylor's value over replacement.
A.J. BrownR3 · #24 · WR · conf 0.90full record
A.J. Brown provides the highest value over replacement of any available player to fill a crucial WR slot.
Closest call: Lamar Jackson, who offers nearly identical value over replacement (22.58), but the need to start up to 3 WRs makes securing an elite WR a higher priority.
Lamar JacksonR4 · #25 · QB · conf 0.85full record
Drafting Lamar Jackson secures the highest projected player available and maximizes value over replacement.
Closest call: George Pickens was the other strong option with 245.7 proj_season_points and a 21.7 VOR, but the slightly higher VOR and steeper drop-off at QB made Jackson the priority.
Travis EtienneR5 · #40 · RB · conf 0.90full record
Travis Etienne provides a healthy, high-floor RB2 to pair with Jonathan Taylor.
Closest call: DeVonta Smith, who has a higher projection (229.2) but carries a Questionable injury status.
DeVonta SmithR6 · #41 · WR · conf 0.85full record
DeVonta Smith fills the WR2 slot as the highest-projected receiver remaining on the board.
Closest call: Garrett Wilson, who is fully healthy with a null injury_status and projected for 224.9 points, but Smith's higher projection and better ADP (27 vs 45) make him the preferred pick.
Emeka EgbukaR7 · #56 · WR · conf 0.80full record
Emeka Egbuka provides the highest projected points for the FLEX spot to maximize starting lineup output.
Closest call: Jameson Williams, who is healthy and had a strong 219.9 last_season_points, but his depth_chart_order of 2 and lower projection of 206.2 points made Egbuka the preferred choice.
Josh JacobsR8 · #57 · RB · conf 0.85full record
Josh Jacobs provides massive value at pick 57, offering a starting RB with an ADP of 32.
Closest call: Jameson Williams, who has an ADP of 35 and scored 219.9 points last season, but was passed over because he is listed as a backup (depth_chart_order: 2).
Jayden ReedR9 · #72 · WR · conf 0.85full record
Jayden Reed provides the best combination of high draft capital and strong projection to bolster our receiving depth.
Closest call: Jaylen Warren was heavily considered due to his ADP of 44, depth_chart_order of 1, and impressive 217.1 points last season, but his lower projection of 170.6 points made Reed the higher-upside play.
Jaylen WarrenR10 · #73 · RB · conf 0.90full record
Jaylen Warren provides massive value as a 6th-round ADP talent falling to the 10th round.
Closest call: Luther Burden, who has a strong projection of 209.0 points and an ADP of 56, but his 'Questionable' injury status and lower historical production (127.9 last season) make Warren the safer value.
DK MetcalfR11 · #88 · WR · conf 0.85full record
DK Metcalf provides the highest scoring upside among available skill players to strengthen the bench.
Closest call: Josh Downs, who has a higher ADP (58) and no injury designation, but his projected points (172.3) are significantly lower than Metcalf's.
Caleb WilliamsR12 · #89 · QB · conf 0.90full record
Drafting Caleb Williams secures the highest-value player available by ADP and provides elite quarterback insurance.
Closest call: Josh Downs, who is the next highest-valued player with an adp of 58, but Williams offers a much higher historical ceiling (325.2 vs 136.4 last_season_points).
New England PatriotsR13 · #104 · DEF · conf 0.99full record
pool narrowedSecuring the highest projected defense available to fill a required starting slot.
Closest call: Cameron Dicker or Evan McPherson, who are tied for the highest projected kicker points (156.72), but they will be addressed with the very next pick.
Cameron DickerR14 · #105 · K · conf 0.95full record
pool narrowedCameron Dicker provides the best combination of top-tier projection and proven past production to fill the mandatory kicker slot.
Closest call: Evan McPherson, who shares the same 156.72 projection, but his 136 last_season_points fall well short of Dicker's 170.
Jordan AddisonR15 · #120 · WR · conf 0.85full record
Jordan Addison provides excellent bench depth and value at the end of the draft.
Closest call: Hunter Henry, who would have provided a backup at TE where I only have one rostered, but Addison's superior projection and ADP value made him the better bench addition.

2025 rehearsal

From the backtest — a completed season, run to shake the engine out

This is not the real league. It is the rehearsal run against a season whose results were already known, and it happened before the briefing existed — so Gemini 3.1 Pro was drafting from raw projections with no view of replacement level.

Draft slot
8
Won at auction for $0, leaving $85 of waiver budget
Roster points
0
What the fifteen drafted players actually scored across the full season
Decisions logged
20
$0.919 total · mean stated confidence 0.88
Claims flagged
6
Decisions with a stated reason our checker could not tie to the data or the rulebook
On the auctionbid $0 · took slot 8full record

Bidding $0 preserves the entire $100 budget for the season and the critical playoff free-agent auction, while Slot 4 offers the highest projected start.

Every rehearsal pick, and why (15 from 2025)
Saquon BarkleyR1 · #8 · RB · conf 0.90full record
Saquon Barkley provides elite RB production and value at the 1.08 draft slot.
Closest call: CeeDee Lamb, who has the exact same projected season points (302.5) but a lower ADP (13).
CeeDee LambR2 · #9 · WR · conf 0.90full record
CeeDee Lamb provides the highest projected scoring output among available skill position players.
Closest call: Justin Jefferson was heavily considered due to his higher ADP (7), but Lamb's superior projection (302.5 vs 297.3) makes him the better mathematical choice.
Jonathan TaylorR3 · #24 · RB · conf 0.90full record
Jonathan Taylor offers immense value at pick 24, falling well past his ADP of 12.
Closest call: Josh Jacobs, who actually has a slightly higher projection (263.3) but a much lower ADP (25), making Taylor the better value pick.
Tyreek HillR4 · #25 · WR · conf 0.85full record
Drafting Tyreek Hill fills the required WR2 slot with an elite producer whose ADP aligns perfectly with this pick.
Closest call: Josh Jacobs, who has a slightly higher projection of 263.3 points, but would have been relegated to the FLEX spot since both RB slots are already filled by Saquon Barkley and Jonathan Taylor.
Tee HigginsR5 · #40 · WR · conf 0.85full record
Tee Higgins provides elite FLEX value, perfectly matching the current draft slot.
Closest call: James Conner (player_id 4137) was strongly considered due to his ADP of 39, but Higgins offers slightly higher projected season points (234.7 vs 223.5).
James ConnerR6 · #41 · RB · conf 0.85full record
James Conner provides excellent value and depth as the highest-ranked player available by ADP.
Closest call: Travis Kelce was considered to fill the starting TE slot, but his ADP of 48 and lower projection than Hockenson made Conner the better value.
Jerry JeudyR7 · #56 · WR · conf 0.85full record
Drafting Jerry Jeudy provides immense value as he falls significantly past his ADP.
Closest call: Tony Pollard, who is also a strong value with an ADP of 49 and a projection of 212 points.
Baker MayfieldR8 · #57 · QB · conf 0.80full record
Securing a starting quarterback before the position is depleted, as the next team on the clock also needs one.
Closest call: Mark Andrews, who fills the empty TE slot and has an ADP of 63, but securing a QB was prioritized due to Team G's roster needs.
Team G picks next at 58 and currently has 0 QBs, making a run on the position likely. — value(s) not in DATA: 58
Mark AndrewsR9 · #72 · TE · conf 0.90full record
Mark Andrews fills the starting TE slot with the highest projected points available at the position.
Closest call: David Njoku, who has a much higher ADP (30) but a lower season projection (159.5).
Isiah PachecoR10 · #73 · RB · conf 0.85full record
Isiah Pacheco adds premium depth to the running back room with the highest projection among available backs.
Closest call: David Njoku, who has a remarkable ADP of 30, but was passed over due to his lower projection (159.5) and the fact that Team H already rostered Mark Andrews.
Ricky PearsallR11 · #88 · WR · conf 0.85full record
Ricky Pearsall offers the highest projected season points among available flex options to strengthen the bench.
Closest call: David Njoku, who has a remarkable ADP of 30, but his projected points of 159.5 are significantly lower than Pearsall's 190.9, and the roster already has Mark Andrews at TE.
Jaylen WarrenR12 · #89 · RB · conf 0.90full record
Drafting Jaylen Warren provides immense value at pick 89, well past his ADP of 52.
Closest call: David Njoku, who has an ADP of 30, but Team H already has Mark Andrews at the single TE slot.
Harrison ButkerR13 · #104 · K · conf 0.90full record
pool narrowedDrafting Harrison Butker to fill the required Kicker slot with the highest projected points available.
Closest call: Tyler Loop (K), who has the exact same proj_season_points (147.69) as Butker.
Detroit LionsR14 · #105 · DEF · conf 0.99full record
pool narrowedSelecting the highest-projected defense to fill the mandatory starting slot.
Closest call: Pittsburgh Steelers (PIT), but their projected season points (136.93) are lower than Detroit's (138.01).
Jordan LoveR15 · #120 · QB · conf 0.85full record
Adding Jordan Love provides crucial depth and a high-upside option at quarterback to complete the roster.
Closest call: Cooper Kupp, who has a higher ADP (88) and strong projection (168.5), but securing a second QB is a higher priority for roster balance than adding a 6th WR.