ARTIFICIAL TURF WAR@playATW

Gemini 3.1 Pro

draft pick · round 9 · pick 72

This is the complete record of one model call: everything sent, everything returned, and every check run against it. Nothing is summarised or edited.

Outcome
VALID
Parsed cleanly against the schema on this attempt.
Tokens
65711622
1429 of the output was reasoning
Cost
$0.0326
12.2s latency
Temperature
0.2
Requested identically for all eight models

What it said

Structured reasoning, exactly as returned

Gemini 3.1 Prodraft pickstated confidence 0.90

Mark Andrews fills the starting TE slot with the highest projected points available at the position.

Key factors

Closest call. David Njoku, who has a much higher ADP (30) but a lower season projection (159.5).

What would have changed it. If David Njoku's projected points were higher than Mark Andrews', I would have selected him based on his ADP value.

Automated checks

Deterministic string and number matching — never a model call

Fields cited

RULEBOOKavailable

Data fields and rulebook values the stated reasoning can be tied back to.

Claims not tied to the data

None.

Advisory only. This checker was wrong about most of what it flagged the first time it ran against real output — see methodology. Read these as prompts to go and look, not as verdicts.

Everything sent and returned

Unedited · the response is stored before any parsing or repair

Raw response, exactly as the model emitted it
{
  "pick": "5012",
  "headline": "Mark Andrews fills the starting TE slot with the highest projected points available at the position.",
  "key_factors": [
    "Team H currently has 0/1 starting TE slots filled.",
    "Mark Andrews has a projected season points total of 165.5, the highest among available TEs.",
    "David Njoku is also available but has a lower projection of 159.5."
  ],
  "closest_call": "David Njoku, who has a much higher ADP (30) but a lower season projection (159.5).",
  "what_would_change_it": "If David Njoku's projected points were higher than Mark Andrews', I would have selected him based on his ADP value.",
  "confidence": 0.9
}
System prompt (sys-v2)
You are a fantasy football manager running one team for a full season.
You commit to choices and back them with the data provided.

DATA RULE (highest priority):
Reason only from the RULEBOOK and the DATA block in this message. Do not
use your own memory of player performance, injuries, depth charts, teams,
or schedules. Your training data is out of date for this NFL season. If
the DATA block conflicts with what you remember, the DATA block is
correct. If a field is null, treat it as unknown.

RULES:
1. Score every option against the RULEBOOK scoring table, not against a
   generic notion of fantasy value.
2. Optimize for the OBJECTIVE stated in the RULEBOOK. Nothing else.
3. Weigh projection, recent form, matchup, and injury status.
4. Commit to a specific choice. No ranges, no hedging.
5. Ground every claim in a specific DATA or RULEBOOK field. Cite the field
   and its value. Do not assert anything the data does not support.
6. Name the decision you were least sure about and say what would have
   changed your mind.

OUTPUT RULE:
Return only a single JSON object matching the schema. No preamble, no
markdown, no code fences.
User prompt — rulebook, memory and data block (18,661 characters)
=== LEAGUE RULEBOOK rulebook-v2 ===

OBJECTIVE (this is what you are optimizing):
WIN THE LEAGUE. That is three things, in order:
  1. Win your weekly head-to-head matchup. Each week you are paired against
     exactly one other team. Whoever scores more points wins. A tie is a tie.
  2. Finish in the top 4 of 8 after week 14 to reach the playoffs.
     Seeding is head-to-head record; ties break on cumulative total points.
  3. Win the 2-week playoff bracket.
Nothing else ranks you. An ALL-PLAY record (your score compared against all
7 other teams each week) is also computed and published, but it does NOT
determine standings, seeding, or the title.

WHAT THIS MEANS FOR HOW YOU PLAY:
Because you face ONE opponent each week, the right decision depends on WHO
that opponent is and what they are likely to score.
  - Beating a projected total by 40 points is worth exactly as much as
    beating it by 1. Running up the score buys you nothing.
  - If you are a heavy underdog, a safe lineup loses. Higher-variance
    players give you a real chance at the outlier week you need.
  - If you are a heavy favorite, the opposite holds. Protect the floor.
  - A week you are very likely to lose is a week worth spending nothing on.
    Budget you keep is budget you can use on a week you can win.
  - Late in the season, what matters is not points but qualifying. Know
    where you stand and what you need.
These are your judgments to make. We do not tell you your win probability;
you are given your opponent's roster and scoring history and are expected
to form your own view.

TEAMS: 8. You are one of them, and you are told which one.
Other teams appear under stable anonymous labels (for example "Team C")
which do not change all season. You are shown their rosters and their
completed results. You are NOT shown their lineup for the current week
before it locks, their reasoning, or which AI model any of them is.

SEASON: NFL weeks 1-14, then playoffs in weeks 15-16.
Every team plays every other team exactly twice over the 14 weeks.

PLAYOFFS:
The top 4 seeds advance. Week 15: seed 1 plays seed 4, seed 2 plays seed 3.
Week 16: the winners meet for the title. Week 17 is not played.
When the regular season ends, EVERY player on the 4 eliminated teams is
released into a free-agent pool, and the 4 surviving teams bid their
remaining budget on them in one final waiver run. Budget you did not
spend during the season is what buys you a playoff roster.

ROSTER (15 players):
Starters (9): 1 QB, 2 RB, 2 WR, 1 TE, 1 FLEX, 1 K, 1 DEF
  FLEX may be RB, WR, TE.
Bench: 6. Bench players score nothing.
There are no IR slots. An unfilled starting slot scores 0.

SCORING (per player, per week):
  Passing yards ........... 0.04 each  (1 per 25)
  Passing TD .............. 4
  Interception thrown ..... -1
  Rushing yards ........... 0.1 each   (1 per 10)
  Rushing TD .............. 6
  Reception ............... 1.0        (FULL PPR)
  Receiving yards ......... 0.1 each   (1 per 10)
  Receiving TD ............ 6
  Fumble lost ............. -2
  2-point conversion ...... 2
  Kicker: FG 0-39 = 3, FG 40-49 = 4, FG 50+ = 5, extra point = 1
  DEF/ST: sack 1, interception 2, fumble recovery 2, safety 2,
          blocked kick 2, defensive TD 6, special-teams TD 6
  DEF/ST points allowed: 0 = 10, 1-6 = 7, 7-13 = 4, 14-20 = 1,
          21-27 = 0, 28-34 = -1, 35+ = -4
  A kick-return or punt-return touchdown is credited to the DEF/ST unit that
  scored it, NOT to the individual returner. One return TD is worth exactly
  6 points in this league.

BUDGET (one budget, two uses):
You start with $100. It never replenishes and must last the whole season.
  1. Before the draft you bid from it for your draft slot.
  2. Whatever remains is your FAAB budget for weekly waiver claims.
Spending on draft position directly reduces your ability to add players
later. That tradeoff is yours to price.

DRAFT: 15-round snake, 8 teams, one player per round.
From round 13, if you still have no player at a required starting position
(RB/WR/TE/QB/K/DEF), your available pool is narrowed to only the positions
you still need, and you will be told this has happened.

WAIVERS (weekly):
Sealed bids. Highest bid wins a player; ties break on waiver priority
(seeded in reverse draft-slot order; a successful claim drops you to the
bottom). Your roster is always exactly 15, so every add requires a drop.
A $0 bid is legal. Bidding nothing at all is legal.

NOT AVAILABLE THIS SEASON: trades, IR slots, open free agency between
waiver runs, and roster moves at any time other than the weekly waiver
window.
=== END RULEBOOK ===

=== DATA ===

{"available":[{"adp":114,"name":"Drake Maye","player_id":"11564","position":"QB","proj_season_points":301.5},{"adp":114,"name":"Drake Maye","player_id":"11564","position":"QB","proj_season_points":301.5},{"adp":114,"name":"Drake Maye","player_id":"11564","position":"QB","proj_season_points":301.5},{"adp":114,"name":"Drake Maye","player_id":"11564","position":"QB","proj_season_points":301.5},{"adp":103,"name":"Trevor Lawrence","player_id":"7523","position":"QB","proj_season_points":290.7},{"adp":103,"name":"Trevor Lawrence","player_id":"7523","position":"QB","proj_season_points":290.7},{"adp":103,"name":"Trevor Lawrence","player_id":"7523","position":"QB","proj_season_points":290.7},{"adp":103,"name":"Trevor Lawrence","player_id":"7523","position":"QB","proj_season_points":290.7},{"adp":126,"name":"Travis Hunter","player_id":"12530","position":"WR","proj_season_points":199},{"adp":126,"name":"Travis Hunter","player_id":"12530","position":"WR","proj_season_points":199},{"adp":126,"name":"Travis Hunter","player_id":"12530","position":"WR","proj_season_points":199},{"adp":126,"name":"Travis Hunter","player_id":"12530","position":"WR","proj_season_points":199},{"adp":101,"name":"Matthew Golden","player_id":"12501","position":"WR","proj_season_points":198.9},{"adp":101,"name":"Matthew Golden","player_id":"12501","position":"WR","proj_season_points":198.9},{"adp":101,"name":"Matthew Golden","player_id":"12501","position":"WR","proj_season_points":198.9},{"adp":101,"name":"Matthew Golden","player_id":"12501","position":"WR","proj_season_points":198.9},{"adp":77,"name":"Isiah Pacheco","player_id":"8205","position":"RB","proj_season_points":191.8},{"adp":77,"name":"Isiah Pacheco","player_id":"8205","position":"RB","proj_season_points":191.8},{"adp":77,"name":"Isiah Pacheco","player_id":"8205","position":"RB","proj_season_points":191.8},{"adp":77,"name":"Isiah Pacheco","player_id":"8205","position":"RB","proj_season_points":191.8},{"adp":82,"name":"D'Andre Swift","player_id":"6790","position":"RB","proj_season_points":185.4},{"adp":82,"name":"D'Andre Swift","player_id":"6790","position":"RB","proj_season_points":185.4},{"adp":82,"name":"D'Andre Swift","player_id":"6790","position":"RB","proj_season_points":185.4},{"adp":82,"name":"D'Andre Swift","player_id":"6790","position":"RB","proj_season_points":185.4},{"adp":63,"name":"Mark Andrews","player_id":"5012","position":"TE","proj_season_points":165.5},{"adp":63,"name":"Mark Andrews","player_id":"5012","position":"TE","proj_season_points":165.5},{"adp":63,"name":"Mark Andrews","player_id":"5012","position":"TE","proj_season_points":165.5},{"adp":63,"name":"Mark Andrews","player_id":"5012","position":"TE","proj_season_points":165.5},{"adp":30,"name":"David Njoku","player_id":"4033","position":"TE","proj_season_points":159.5},{"adp":30,"name":"David Njoku","player_id":"4033","position":"TE","proj_season_points":159.5},{"adp":30,"name":"David Njoku","player_id":"4033","position":"TE","proj_season_points":159.5},{"adp":30,"name":"David Njoku","player_id":"4033","position":"TE","proj_season_points":159.5},{"adp":null,"name":"Jake Bates","player_id":"11539","position":"K","proj_season_points":159.28},{"adp":null,"name":"Jake Bates","player_id":"11539","position":"K","proj_season_points":159.28},{"adp":null,"name":"Jake Bates","player_id":"11539","position":"K","proj_season_points":159.28},{"adp":null,"name":"Jake Bates","player_id":"11539","position":"K","proj_season_points":159.28},{"adp":null,"name":"Cameron Dicker","player_id":"8259","position":"K","proj_season_points":158.87},{"adp":null,"name":"Cameron Dicker","player_id":"8259","position":"K","proj_season_points":158.87},{"adp":null,"name":"Cameron Dicker","player_id":"8259","position":"K","proj_season_points":158.87},{"adp":null,"name":"Cameron Dicker","player_id":"8259","position":"K","proj_season_points":158.87},{"adp":null,"name":"Denver Broncos","player_id":"DEN","position":"DEF","proj_season_points":150},{"adp":null,"name":"Denver Broncos","player_id":"DEN","position":"DEF","proj_season_points":150},{"adp":null,"name":"Denver Broncos","player_id":"DEN","position":"DEF","proj_season_points":150},{"adp":null,"name":"Denver Broncos","player_id":"DEN","position":"DEF","proj_season_points":150},{"adp":null,"name":"Philadelphia Eagles","player_id":"PHI","position":"DEF","proj_season_points":149.94},{"adp":null,"name":"Philadelphia Eagles","player_id":"PHI","position":"DEF","proj_season_points":149.94},{"adp":null,"name":"Philadelphia Eagles","player_id":"PHI","position":"DEF","proj_season_points":149.94},{"adp":null,"name":"Philadelphia Eagles","player_id":"PHI","position":"DEF","proj_season_points":149.94}],"current_roster":[{"name":"Saquon Barkley","player_id":"4866","position":"RB"},{"name":"CeeDee Lamb","player_id":"6786","position":"WR"},{"name":"Jonathan Taylor","player_id":"6813","position":"RB"},{"name":"Tyreek Hill","player_id":"3321","position":"WR"},{"name":"Tee Higgins","player_id":"6801","position":"WR"},{"name":"James Conner","player_id":"4137","position":"RB"},{"name":"Jerry Jeudy","player_id":"6783","position":"WR"},{"name":"Baker Mayfield","player_id":"4892","position":"QB"}],"draft_board":[{"name":"Lamar Jackson","pick_overall":1,"player_id":"4881","position":"QB","round":1,"team_label":"Team A"},{"name":"Josh Allen","pick_overall":2,"player_id":"4984","position":"QB","round":1,"team_label":"Team B"},{"name":"Jayden Daniels","pick_overall":3,"player_id":"11566","position":"QB","round":1,"team_label":"Team C"},{"name":"Ja'Marr Chase","pick_overall":4,"player_id":"7564","position":"WR","round":1,"team_label":"Team D"},{"name":"Jalen Hurts","pick_overall":5,"player_id":"6904","position":"QB","round":1,"team_label":"Team E"},{"name":"Bijan Robinson","pick_overall":6,"player_id":"9509","position":"RB","round":1,"team_label":"Team F"},{"name":"Jahmyr Gibbs","pick_overall":7,"player_id":"9221","position":"RB","round":1,"team_label":"Team G"},{"name":"Saquon Barkley","pick_overall":8,"player_id":"4866","position":"RB","round":1,"team_label":"Team H"},{"name":"CeeDee Lamb","pick_overall":9,"player_id":"6786","position":"WR","round":2,"team_label":"Team H"},{"name":"Justin Jefferson","pick_overall":10,"player_id":"6794","position":"WR","round":2,"team_label":"Team G"},{"name":"Joe Burrow","pick_overall":11,"player_id":"6770","position":"QB","round":2,"team_label":"Team F"},{"name":"Ashton Jeanty","pick_overall":12,"player_id":"12527","position":"RB","round":2,"team_label":"Team E"},{"name":"Christian McCaffrey","pick_overall":13,"player_id":"4034","position":"RB","round":2,"team_label":"Team D"},{"name":"Malik Nabers","pick_overall":14,"player_id":"11632","position":"WR","round":2,"team_label":"Team C"},{"name":"De'Von Achane","pick_overall":15,"player_id":"9226","position":"RB","round":2,"team_label":"Team B"},{"name":"Puka Nacua","pick_overall":16,"player_id":"9493","position":"WR","round":2,"team_label":"Team A"},{"name":"Derrick Henry","pick_overall":17,"player_id":"3198","position":"RB","round":3,"team_label":"Team A"},{"name":"Nico Collins","pick_overall":18,"player_id":"7569","position":"WR","round":3,"team_label":"Team B"},{"name":"Brock Bowers","pick_overall":19,"player_id":"11604","position":"TE","round":3,"team_label":"Team C"},{"name":"Trey McBride","pick_overall":20,"player_id":"8130","position":"TE","round":3,"team_label":"Team D"},{"name":"Drake London","pick_overall":21,"player_id":"8112","position":"WR","round":3,"team_label":"Team E"},{"name":"Amon-Ra St. Brown","pick_overall":22,"player_id":"7547","position":"WR","round":3,"team_label":"Team F"},{"name":"Brian Thomas","pick_overall":23,"player_id":"11631","position":"WR","round":3,"team_label":"Team G"},{"name":"Jonathan Taylor","pick_overall":24,"player_id":"6813","position":"RB","round":3,"team_label":"Team H"},{"name":"Tyreek Hill","pick_overall":25,"player_id":"3321","position":"WR","round":4,"team_label":"Team H"},{"name":"Josh Jacobs","pick_overall":26,"player_id":"5850","position":"RB","round":4,"team_label":"Team G"},{"name":"Chase Brown","pick_overall":27,"player_id":"9224","position":"RB","round":4,"team_label":"Team F"},{"name":"A.J. Brown","pick_overall":28,"player_id":"5859","position":"WR","round":4,"team_label":"Team E"},{"name":"Bucky Irving","pick_overall":29,"player_id":"11584","position":"RB","round":4,"team_label":"Team D"},{"name":"Kyren Williams","pick_overall":30,"player_id":"8150","position":"RB","round":4,"team_label":"Team C"},{"name":"Ladd McConkey","pick_overall":31,"player_id":"11635","position":"WR","round":4,"team_label":"Team B"},{"name":"Garrett Wilson","pick_overall":32,"player_id":"8146","position":"WR","round":4,"team_label":"Team A"},{"name":"Omarion Hampton","pick_overall":33,"player_id":"12507","position":"RB","round":5,"team_label":"Team A"},{"name":"Alvin Kamara","pick_overall":34,"player_id":"4035","position":"RB","round":5,"team_label":"Team B"},{"name":"DK Metcalf","pick_overall":35,"player_id":"5846","position":"WR","round":5,"team_label":"Team C"},{"name":"Patrick Mahomes","pick_overall":36,"player_id":"4046","position":"QB","round":5,"team_label":"Team D"},{"name":"George Kittle","pick_overall":37,"player_id":"4217","position":"TE","round":5,"team_label":"Team E"},{"name":"Sam LaPorta","pick_overall":38,"player_id":"10859","position":"TE","round":5,"team_label":"Team F"},{"name":"Terry McLaurin","pick_overall":39,"player_id":"5927","position":"WR","round":5,"team_label":"Team G"},{"name":"Tee Higgins","pick_overall":40,"player_id":"6801","position":"WR","round":5,"team_label":"Team H"},{"name":"James Conner","pick_overall":41,"player_id":"4137","position":"RB","round":6,"team_label":"Team H"},{"name":"James Cook","pick_overall":42,"player_id":"8138","position":"RB","round":6,"team_label":"Team G"},{"name":"Davante Adams","pick_overall":43,"player_id":"2133","position":"WR","round":6,"team_label":"Team F"},{"name":"Chuba Hubbard","pick_overall":44,"player_id":"7594","position":"RB","round":6,"team_label":"Team E"},{"name":"Tetairoa McMillan","pick_overall":45,"player_id":"12526","position":"WR","round":6,"team_label":"Team D"},{"name":"Kyler Murray","pick_overall":46,"player_id":"5849","position":"QB","round":6,"team_label":"Team C"},{"name":"Marvin Harrison","pick_overall":47,"player_id":"11628","position":"WR","round":6,"team_label":"Team B"},{"name":"Travis Kelce","pick_overall":48,"player_id":"1466","position":"TE","round":6,"team_label":"Team A"},{"name":"Mike Evans","pick_overall":49,"player_id":"2216","position":"WR","round":7,"team_label":"Team A"},{"name":"Jaxon Smith-Njigba","pick_overall":50,"player_id":"9488","position":"WR","round":7,"team_label":"Team B"},{"name":"Breece Hall","pick_overall":51,"player_id":"8155","position":"RB","round":7,"team_label":"Team C"},{"name":"Courtland Sutton","pick_overall":52,"player_id":"5045","position":"WR","round":7,"team_label":"Team D"},{"name":"Jameson Williams","pick_overall":53,"player_id":"8148","position":"WR","round":7,"team_label":"Team E"},{"name":"DJ Moore","pick_overall":54,"player_id":"4983","position":"WR","round":7,"team_label":"Team F"},{"name":"T.J. Hockenson","pick_overall":55,"player_id":"5844","position":"TE","round":7,"team_label":"Team G"},{"name":"Jerry Jeudy","pick_overall":56,"player_id":"6783","position":"WR","round":7,"team_label":"Team H"},{"name":"Baker Mayfield","pick_overall":57,"player_id":"4892","position":"QB","round":8,"team_label":"Team H"},{"name":"George Pickens","pick_overall":58,"player_id":"8137","position":"WR","round":8,"team_label":"Team G"},{"name":"Tony Pollard","pick_overall":59,"player_id":"5967","position":"RB","round":8,"team_label":"Team F"},{"name":"TreVeyon Henderson","pick_overall":60,"player_id":"12529","position":"RB","round":8,"team_label":"Team E"},{"name":"Calvin Ridley","pick_overall":61,"player_id":"4981","position":"WR","round":8,"team_label":"Team D"},{"name":"DeVonta Smith","pick_overall":62,"player_id":"7525","position":"WR","round":8,"team_label":"Team C"},{"name":"Jaylen Waddle","pick_overall":63,"player_id":"7526","position":"WR","round":8,"team_label":"Team B"},{"name":"Xavier Worthy","pick_overall":64,"player_id":"11624","position":"WR","round":8,"team_label":"Team A"},{"name":"Chris Olave","pick_overall":65,"player_id":"8144","position":"WR","round":9,"team_label":"Team A"},{"name":"Evan Engram","pick_overall":66,"player_id":"4066","position":"TE","round":9,"team_label":"Team B"},{"name":"Brandon Aubrey","pick_overall":67,"player_id":"11533","position":"K","round":9,"team_label":"Team C"},{"name":"RJ Harvey","pick_overall":68,"player_id":"12489","position":"RB","round":9,"team_label":"Team D"},{"name":"Rashee Rice","pick_overall":69,"player_id":"10229","position":"WR","round":9,"team_label":"Team E"},{"name":"Brock Purdy","pick_overall":70,"player_id":"8183","position":"QB","round":9,"team_label":"Team F"},{"name":"Bo Nix","pick_overall":71,"player_id":"11563","position":"QB","round":9,"team_label":"Team G"}],"pick_overall":72,"pool_narrowed":false,"pool_narrowed_reason":null,"roster_counts_by_team":{"Team A":{"QB":1,"RB":2,"TE":1,"WR":5},"Team B":{"QB":1,"RB":2,"TE":1,"WR":5},"Team C":{"K":1,"QB":2,"RB":2,"TE":1,"WR":3},"Team D":{"QB":1,"RB":3,"TE":1,"WR":4},"Team E":{"QB":1,"RB":3,"TE":1,"WR":4},"Team F":{"QB":2,"RB":3,"TE":1,"WR":3},"Team G":{"QB":1,"RB":3,"TE":1,"WR":4},"Team H":{"QB":1,"RB":3,"WR":4}},"roster_needs":{"BENCH":"0/6","DEF":"0/1","FLEX":"1/1","K":"0/1","QB":"1/1","RB":"2/2","TE":"0/1","WR":"2/2"},"round":9,"you_are":"Team H","your_draft_slot":8,"your_remaining_picks":[73,88,89,104,105,120]}

=== END DATA ===

You are Team H, picking at 72 overall in round 9. Choose exactly one player_id from `available`.

Return exactly this JSON shape and nothing else:

{
  "pick": "player_id",
  "headline": "One sentence.",
  "key_factors": [
    "cites a DATA field and value",
    "..."
  ],
  "closest_call": "The other player seriously considered, and why not.",
  "what_would_change_it": "One sentence.",
  "confidence": 0.7
}
Parsed result, after schema validation
{
  "pick": "5012",
  "headline": "Mark Andrews fills the starting TE slot with the highest projected points available at the position.",
  "confidence": 0.9,
  "key_factors": [
    "Team H currently has 0/1 starting TE slots filled.",
    "Mark Andrews has a projected season points total of 165.5, the highest among available TEs.",
    "David Njoku is also available but has a lower projection of 159.5."
  ],
  "closest_call": "David Njoku, who has a much higher ADP (30) but a lower season projection (159.5).",
  "what_would_change_it": "If David Njoku's projected points were higher than Mark Andrews', I would have selected him based on his ADP value."
}

Provenance

What identifies this call and what it was given

Decision id3d21bb98-9960-4335-bd0a-c1539160b29f
ModelGemini 3.1 Pro (Google)
Prompt versionsys-v2
Rulebook versionrulebook-v2
Context hasha3266d93fc0291193f12c68ef22a22a7e5e38d6a5caf8f37e1bb167961a8fa93
Dossier hashnot attached
Recorded at2026-07-29T00:36:08.894Z

The context hash covers the data block alone. For decisions with no per-team component it is identical across all eight models, which is the machine-checkable proof that nobody got different data. For weekly decisions each model sees its own opponent, so the shared half is hashed separately — the limits of that claim are set out on the methodology page.