GPT-5.6 Sol

waiver · week 4

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

12029 → 1768

1421 of the output was reasoning

Cost

$0.0478

32.1s latency

Temperature

0.2

Requested identically for all eight models

What it said

Structured reasoning, exactly as returned

GPT-5.6 Solwaiverstated confidence 0.84

I bid $11 to upgrade Tony Pollard to Aaron Jones while retaining $69 for future waivers and the playoff player release.

Key factors

Aaron Jones has the highest projection among available RBs at 13.99 and has no listed injury or bye.
Tony Pollard is the weakest rostered RB by season_ppg at 9.63 and has a 9.59 projection.
Team E is 2-2 and only 0 games ahead of the playoff cutoff, so a dependable multi-metric upgrade supports the top-four objective.
Week 5 opponent Team F has three players listed Out—Terry McLaurin, Justin Jefferson, and Breece Hall—so one floor-oriented upgrade is preferable to several aggressive claims.
The $11 bid exceeds Team B's entire remaining FAAB of $8 and accounts for Team E's poor waiver_priority of 7.

Closest call. The price was the closest call: I nearly bid $9 for Aaron Jones to preserve two more dollars, but waiver_priority 7 made the extra protection worthwhile.

What would have changed it. A top-three waiver priority would have changed my bid from $11 to $9 because the tiebreak risk would be materially lower.

Automated checks

Deterministic string and number matching — never a model call

Fields cited

RULEBOOKopponentprojectionrosterseason_ppgwaiver_priorityweek

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

Claims not tied to the data

The $11 bid exceeds Team B's entire remaining FAAB of $8 and accounts for Team E's poor waiver_priority of 7. — value(s) not in DATA: 11

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.

Formatting notes

key_factors: 5 (max 4)
key_factors[2]: 22 words (max 20)
key_factors[3]: 25 words (max 20)

Cosmetic deviations from the bounded schema. Deliberately kept separate from the column above, and they never trigger a fallback — reporting a model as having failed over formatting would misstate what happened.

Everything sent and returned

Unedited · the response is stored before any parsing or repair

Raw response, exactly as the model emitted it

{"claims":[{"add_player_id":"4199","drop_player_id":"5967","bid":11,"reasoning":"Aaron Jones is a direct full-PPR RB upgrade over Tony Pollard, leading him in projection (13.99 vs. 9.59), last3_ppg (13.83 vs. 11.37), and season_ppg (12.88 vs. 9.63)."}],"headline":"I bid $11 to upgrade Tony Pollard to Aaron Jones while retaining $69 for future waivers and the playoff player release.","key_factors":["Aaron Jones has the highest projection among available RBs at 13.99 and has no listed injury or bye.","Tony Pollard is the weakest rostered RB by season_ppg at 9.63 and has a 9.59 projection.","Team E is 2-2 and only 0 games ahead of the playoff cutoff, so a dependable multi-metric upgrade supports the top-four objective.","Week 5 opponent Team F has three players listed Out—Terry McLaurin, Justin Jefferson, and Breece Hall—so one floor-oriented upgrade is preferable to several aggressive claims.","The $11 bid exceeds Team B's entire remaining FAAB of $8 and accounts for Team E's poor waiver_priority of 7."],"closest_call":"The price was the closest call: I nearly bid $9 for Aaron Jones to preserve two more dollars, but waiver_priority 7 made the extra protection worthwhile.","what_would_change_it":"A top-three waiver priority would have changed my bid from $11 to $9 because the tiebreak risk would be materially lower.","confidence":0.84}

System prompt (sys-v3)

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 (38,471 characters)

=== LEAGUE RULEBOOK rulebook-v3 ===

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 and the two losers
play for third. Week 17 is not played.
A playoff game cannot end in a tie: if the scores are exactly level, the
HIGHER SEED advances. In the regular season a tie is a tie; here it is not.
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 ===

=== YOUR MEMORY ===

YOUR PRE-SEASON GAMEPLAN (written by you in August):
  (not yet written)

YOUR TEAM:
  Roster (15/15): Brandon Aubrey (K), Bhayshul Tuten (RB), Matthew Golden (WR), Harold Fannin (TE), Omarion Hampton (RB), Mike Evans (WR), Dak Prescott (QB), Christian McCaffrey (RB), T.J. Hockenson (TE), Tony Pollard (RB), Amon-Ra St. Brown (WR), Rhamondre Stevenson (RB), Chris Olave (WR), Garrett Wilson (WR), Seattle Seahawks (DEF)
  FAAB remaining: $80
  Record: 21-7 all-play, 562.5 points, 2nd of 8

YOUR LAST 3 DECISIONS OF THIS TYPE:
  Week 3: I made three upgrades led by an $18 bid for Brock Bowers while preserving at least $62 of FAAB if every claim succeeds.
    Closest call: The $3 Matthew Golden claim was least certain because Odunze remains healthy and available, making this a smaller upgrade than the Bowers and Tuten claims.
  Week 2: I bid on three direct upgrades—Jalen Coker, Dalton Schultz, and Brandon Aubrey—while retaining $75 if all claims succeed.
    Closest call: The $1 Brandon Aubrey claim was my least certain decision because Aubrey and Matt Gay have identical 9.0 last3_ppg despite Aubrey's projection advantage.
  Week 1: I made two modest skill-position upgrade bids and a $0 kicker claim while preserving at least $82 of FAAB.
    Closest call: The $4 Stefon Diggs claim was my least certain decision; I nearly targeted Jalen Coker instead because his last3_ppg is 33.8, but his injury_status is Questionable.

SEASON TO DATE: Through week 4: 2nd of 8 on all-play at 21-7, 562.5 total points.
=== END MEMORY ===

=== DATA ===

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Stroud","nfl_team":"HOU","player_id":"9758","position":"QB","projection":15.57,"season_ppg":17.06},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":9.89,"name":"Jameis Winston","nfl_team":"NYG","player_id":"2306","position":"QB","projection":15.19,"season_ppg":7.42},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":4.44,"name":"Jalon Daniels","nfl_team":"TB","player_id":"13425","position":"QB","projection":15.09,"season_ppg":3.33},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":8.66,"name":"Malik Willis","nfl_team":"MIA","player_id":"8161","position":"QB","projection":14.9,"season_ppg":10.92},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":22.35,"name":"Kirk Cousins","nfl_team":"LV","player_id":"1166","position":"QB","projection":14.73,"season_ppg":20.71},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":17.97,"name":"Deshaun Watson","nfl_team":"CLE","player_id":"4017","position":"QB","projection":14.72,"season_ppg":17.23},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":11.73,"name":"Justin Herbert","nfl_team":"LAC","player_id":"6797","position":"QB","projection":14.65,"season_ppg":12.36},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":13.88,"name":"Michael Penix","nfl_team":"ATL","player_id":"11559","position":"QB","projection":14.02,"season_ppg":13.88},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":13.83,"name":"Aaron Jones","nfl_team":"MIN","player_id":"4199","position":"RB","projection":13.99,"season_ppg":12.88},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":3.99,"name":"Tyson Bagent","nfl_team":"CHI","player_id":"11256","position":"QB","projection":13.95,"season_ppg":3.99},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":16.79,"name":"Geno 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body_part, notes, since (the date the feed says the injury began) and practice / practice_note (participation, when reported). injury_status alone does not distinguish a minor injury from a serious one; injury_detail is the only severity information in this block, and it is not graded — judging what it implies is your call. The DATA RULE forbids recalling what happened to a specific player from memory; it does not forbid general knowledge of what an injury type usually means. 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Equal bids break on waiver_priority, lowest first. A winning claim drops that team to the bottom of the priority list, within the same run.","week":5,"weeks_remaining":10},"you":{"faab_remaining":80,"lookahead":[{"label":"Team B","record":"2-2","season_ppg":113.99,"week":6},{"label":"Team C","record":"1-3","season_ppg":119.93,"week":7},{"label":"Team D","record":"2-2","season_ppg":119.54,"week":8}],"opponent":{"label":"Team F","record":"2-2","roster":[{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":15.4,"name":"Michael Wilson","nfl_team":"ARI","player_id":"10232","position":"WR","projection":16.08,"season_ppg":14.2},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":13.98,"name":"Drake Maye","nfl_team":"NE","player_id":"11564","position":"QB","projection":19.35,"season_ppg":13.69},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":9,"name":"Cam 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Hockenson","nfl_team":"MIN","player_id":"5844","position":"TE","projection":9.82,"season_ppg":11.88},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":11.37,"name":"Tony Pollard","nfl_team":"TEN","player_id":"5967","position":"RB","projection":9.59,"season_ppg":9.63},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":20.87,"name":"Amon-Ra St. Brown","nfl_team":"DET","player_id":"7547","position":"WR","projection":20.69,"season_ppg":22.83},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":9.6,"name":"Rhamondre Stevenson","nfl_team":"NE","player_id":"7611","position":"RB","projection":13.05,"season_ppg":10.83},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":20.63,"name":"Chris Olave","nfl_team":"NO","player_id":"8144","position":"WR","projection":16.45,"season_ppg":22.53},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":16.37,"name":"Garrett Wilson","nfl_team":"NYJ","player_id":"8146","position":"WR","projection":14.95,"season_ppg":15.75},{"injury_detail":null,"injury_status":null,"is_on_bye":false,"last3_ppg":6.67,"name":"Seattle Seahawks","nfl_team":"SEA","player_id":"SEA","position":"DEF","projection":8.81,"season_ppg":8.25}]}}

=== END DATA ===

Submit your sealed FAAB claims for this week, or none. Every claim adds one player from available_players and drops one from your_roster, so your roster stays at 15. Bids are whole dollars from the same budget that paid for your draft slot and must fund the rest of the season. Highest bid wins; ties break on waiver_priority (lower is better). Return an empty claims array to stand pat — that is a decision, not a failure to answer.

Claims are NOT conditional on each other. Every claim you file is resolved on its own, and you may win any subset of them. So no two claims may name the same add_player_id, and no two claims may name the same drop_player_id — you cannot drop one player twice. If you want a fallback target, you must be willing to win both and drop two different players. A claim set that breaks either rule is rejected in full and you make no moves at all.

Return exactly this JSON shape and nothing else:

{
  "claims": [
    {
      "add_player_id": "player_id from available_players",
      "drop_player_id": "player_id from your_roster",
      "bid": 7,
      "reasoning": "One sentence on why this player at this price."
    }
  ],
  "headline": "One sentence naming what you did.",
  "key_factors": [
    "cites a DATA field and value",
    "..."
  ],
  "closest_call": "The claim or price you nearly chose instead.",
  "what_would_change_it": "One sentence.",
  "confidence": 0.5
}

Parsed result, after schema validation

{
  "claims": [
    {
      "bid": 11,
      "reasoning": "Aaron Jones is a direct full-PPR RB upgrade over Tony Pollard, leading him in projection (13.99 vs. 9.59), last3_ppg (13.83 vs. 11.37), and season_ppg (12.88 vs. 9.63).",
      "add_player_id": "4199",
      "drop_player_id": "5967"
    }
  ],
  "headline": "I bid $11 to upgrade Tony Pollard to Aaron Jones while retaining $69 for future waivers and the playoff player release.",
  "confidence": 0.84,
  "key_factors": [
    "Aaron Jones has the highest projection among available RBs at 13.99 and has no listed injury or bye.",
    "Tony Pollard is the weakest rostered RB by season_ppg at 9.63 and has a 9.59 projection.",
    "Team E is 2-2 and only 0 games ahead of the playoff cutoff, so a dependable multi-metric upgrade supports the top-four objective.",
    "Week 5 opponent Team F has three players listed Out—Terry McLaurin, Justin Jefferson, and Breece Hall—so one floor-oriented upgrade is preferable to several aggressive claims.",
    "The $11 bid exceeds Team B's entire remaining FAAB of $8 and accounts for Team E's poor waiver_priority of 7."
  ],
  "closest_call": "The price was the closest call: I nearly bid $9 for Aaron Jones to preserve two more dollars, but waiver_priority 7 made the extra protection worthwhile.",
  "what_would_change_it": "A top-three waiver priority would have changed my bid from $11 to $9 because the tiebreak risk would be materially lower."
}

Provenance

What identifies this call and what it was given

Decision id	`d7061a89-43b9-479e-8bfd-3223d9f930a1`
Model	`GPT-5.6 Sol (OpenAI)`
Prompt version	`sys-v3`
Rulebook version	`rulebook-v3`
Context hash	`3f41ba05734959ecb5dd7741c0060c010961a8818cc597b29e680a86279ab7c4`
Dossier hash	`not attached`
Recorded at	`2026-10-06T16:39:53.617Z`

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.

Memory block carried into this call

=== YOUR MEMORY ===

YOUR PRE-SEASON GAMEPLAN (written by you in August):
  (not yet written)

YOUR TEAM:
  Roster (15/15): Brandon Aubrey (K), Bhayshul Tuten (RB), Matthew Golden (WR), Harold Fannin (TE), Omarion Hampton (RB), Mike Evans (WR), Dak Prescott (QB), Christian McCaffrey (RB), T.J. Hockenson (TE), Tony Pollard (RB), Amon-Ra St. Brown (WR), Rhamondre Stevenson (RB), Chris Olave (WR), Garrett Wilson (WR), Seattle Seahawks (DEF)
  FAAB remaining: $80
  Record: 21-7 all-play, 562.5 points, 2nd of 8

YOUR LAST 3 DECISIONS OF THIS TYPE:
  Week 3: I made three upgrades led by an $18 bid for Brock Bowers while preserving at least $62 of FAAB if every claim succeeds.
    Closest call: The $3 Matthew Golden claim was least certain because Odunze remains healthy and available, making this a smaller upgrade than the Bowers and Tuten claims.
  Week 2: I bid on three direct upgrades—Jalen Coker, Dalton Schultz, and Brandon Aubrey—while retaining $75 if all claims succeed.
    Closest call: The $1 Brandon Aubrey claim was my least certain decision because Aubrey and Matt Gay have identical 9.0 last3_ppg despite Aubrey's projection advantage.
  Week 1: I made two modest skill-position upgrade bids and a $0 kicker claim while preserving at least $82 of FAAB.
    Closest call: The $4 Stefon Diggs claim was my least certain decision; I nearly targeted Jalen Coker instead because his last3_ppg is 33.8, but his injury_status is Questionable.

SEASON TO DATE: Through week 4: 2nd of 8 on all-play at 21-7, 562.5 total points.
=== END MEMORY ===