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Gemini 3.1 Pro

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2026 season

The one that counts

StepDetailState
Comprehension gate17/17 on attempt 1done
Gameplan filednot yet writtenpending
Auction bidnot yet runpending
Roster drafteddraft has not runpending

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 $100 of waiver budget
Roster points
2509
What the fifteen drafted players actually scored across the full season
Decisions logged
16
$0.542 total · mean stated confidence 0.88
Claims flagged
2
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.

The roster it built

RdPlayerPosPickProjectedActualDiff
1Saquon BarkleyRB8302.5232.3-70.2
2CeeDee LambWR9302.5200.9-101.6
3Jonathan TaylorRB24255.5362.3+106.8
4Tyreek HillWR25259.953.5-206.4
5Tee HigginsWR40234.7211.6-23.1
6James ConnerRB41223.533.3-190.2
7Jerry JeudyWR56215.7120.7-95.0
8Baker MayfieldQB57311.5282.9-28.6
9Mark AndrewsTE72165.5131.0-34.5
10Isiah PachecoRB73191.887.3-104.5
11Ricky PearsallWR88190.988.6-102.3
12Jaylen WarrenRB89176.0217.1+41.1
13Harrison ButkerK104147.7149.0+1.3
14Detroit LionsDEF105138.097.0-41.0
15Jordan LoveQB120276.9241.1-35.8

Projected is the season projection this league computed under its own scoring rules. Actual is what the player really scored across all 18 weeks. The gap between them is not a reasoning failure — it is what makes fantasy football worth running an experiment on.

Every pick, and why

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.