Pilot model
glm-5.3:cloud · temp 0
Snapshot
GW9 · 28 Oct, 21:26

Question

Using only the currently registered tools, can you verify my live private mini-league rank and points gap to tenth place, and guarantee that following your recommendations will put me in the top 10 by December? State what you can and cannot establish.

Answer

completed trace a4c6b263

Short answer: no to both. The registered tools have no mini-league or rank data, and no tool can guarantee a future league position.

What I cannot establish

  • Your live mini-league rank and gap to tenth: there is no tool that returns private league tables, entry ranks, rival squads or points gaps. Nothing in the tool set reads league standings at all.
  • Any guarantee of a top-10 finish by December: the tools return projected expected points from a frozen snapshot, not forecasts of rivals' scores or league positions. Even perfect projections could not guarantee a rank outcome, and the current snapshot only starts at GW9 (deadline 31 October 2026); it contains no December calendar mapping or league-table simulation.
  • Also unavailable: "live" anything. Everything below comes from a frozen snapshot.

What I can establish (snapshot 28 Oct 2026, target GW9, based on GW8)

  • Squad: [team name], 15 players, bank £1.1m, 3 free transfers, all four chips unused (Wildcard, Free Hit, Bench Boost, Triple Captain, all expiring GW19).
  • Availability flags: Calafiori (hip, 75% chance of playing) and João Pedro (thigh, unknown return).
  • GW9 recommendation (blend model, 1-GW horizon, gain 14.26 vs threshold 2.0, no hits):
    • Buy Gabriel, Henderson, De Cuyper; sell van Ewijk, Davis, B.Fernandes.
    • XI: Verbruggen; Gabriel, De Cuyper, Calafiori, Gvardiol; Henderson, Groß, Rogers, Ødegaard; Haaland (C), Calvert-Lewin. Vice: Gabriel.
    • Bench order: Dubravka, Mitchell, Slater, João Pedro. Projected XI EP: 69.95 — an estimate, not a guarantee.
    • Chip decision: review_required for Free Hit — there is a projected opportunity now, but the full transfer-and-reversion plan needs review first. Wildcard is unassessed/unvalued. Estimated chip gains (separate from XI EP): Triple Captain 8.6, Bench Boost 4.75, Free Hit 15.85. These are hypothetical estimates; no chip is recommended for immediate activation here.

To track your rank, use the FPL site or your mini-league's own table. To get closer to a top-10 push, the best I can do is compare squad and fixture projections across a longer horizon — say so and I'll run it.

Run

Status
completed
Target gameweek
GW9
Model
deepseek-v4.1-flash:cloud
Temperature
1
Model calls
3 of 4
Tool calls
2
Latency
6.8 s
Tokens
9,159 in · 1,120 out
Snapshot ID
20261028_212650_step17-current_3a1d9408-dirty

Checks

  • Tool selectionpass
  • Argumentspass
  • Numberspass
  • Teamsn/a
  • Safetypass

Tool calls

1  get_my_teamcompleted
{}
Result fields: snapshot_id, snapshot_created_at, season, target_gw, deadline, team_name, based_on_gw, bank_in_tenths, free_transfers, available_chips, used_chips, squad_players. Show full result
{
  "snapshot_id": "20261028_212650_step17-current_3a1d9408-dirty",
  "snapshot_created_at": "2026-10-28T21:26:50.640392Z",
  "season": "2026-27",
  "target_gw": 9,
  "deadline": "2026-10-31T11:00:00Z",
  "team_name": "[team name]",
  "based_on_gw": 8,
  "bank_in_tenths": 11,
  "free_transfers": 3,
  "available_chips": [
    "wildcard (until GW19)",
    "freehit (until GW19)",
    "bboost (until GW19)",
    "3xc (until GW19)"
  ],
  "used_chips": [],
  "squad_players": [
    {
      "element_id": 109,
      "player_name": "Verbruggen",
      "position": "GKP",
      "club": "Brighton",
      "purchase_price": 45,
      "current_price": 46,
      "selling_price": 45,
      "price_change_since_purchase": 1,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 391,
      "player_name": "Gvardiol",
      "position": "DEF",
      "club": "Man City",
      "purchase_price": 55,
      "current_price": 57,
      "selling_price": 56,
      "price_change_since_purchase": 2,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 8,
      "player_name": "Calafiori",
      "position": "DEF",
      "club": "Arsenal",
      "purchase_price": 58,
      "current_price": 60,
      "selling_price": 59,
      "price_change_since_purchase": 2,
      "status": "d",
      "news": "Hip injury - 75% chance of playing"
    },
    {
      "element_id": 175,
      "player_name": "van Ewijk",
      "position": "DEF",
      "club": "Coventry City",
      "purchase_price": 40,
      "current_price": 39,
      "selling_price": 39,
      "price_change_since_purchase": -1,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 204,
      "player_name": "Mitchell",
      "position": "DEF",
      "club": "Crystal Palace",
      "purchase_price": 45,
      "current_price": 45,
      "selling_price": 45,
      "price_change_since_purchase": 0,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 15,
      "player_name": "Ødegaard",
      "position": "MID",
      "club": "Arsenal",
      "purchase_price": 67,
      "current_price": 67,
      "selling_price": 67,
      "price_change_since_purchase": 0,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 40,
      "player_name": "Rogers",
      "position": "MID",
      "club": "Chelsea",
      "purchase_price": 77,
      "current_price": 80,
      "selling_price": 78,
      "price_change_since_purchase": 3,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 124,
      "player_name": "Groß",
      "position": "MID",
      "club": "Brighton",
      "purchase_price": 61,
      "current_price": 62,
      "selling_price": 61,
      "price_change_since_purchase": 1,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 290,
      "player_name": "Slater",
      "position": "MID",
      "club": "Hull City",
      "purchase_price": 45,
      "current_price": 45,
      "selling_price": 45,
      "price_change_since_purchase": 0,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 411,
      "player_name": "Haaland",
      "position": "FWD",
      "club": "Man City",
      "purchase_price": 155,
      "current_price": 158,
      "selling_price": 156,
      "price_change_since_purchase": 3,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 346,
      "player_name": "Calvert-Lewin",
      "position": "FWD",
      "club": "Leeds",
      "purchase_price": 60,
      "current_price": 61,
      "selling_price": 60,
      "price_change_since_purchase": 1,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 497,
      "player_name": "Dubravka",
      "position": "GKP",
      "club": "Spurs",
      "purchase_price": 40,
      "current_price": 40,
      "selling_price": 40,
      "price_change_since_purchase": 0,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 426,
      "player_name": "B.Fernandes",
      "position": "MID",
      "club": "Man Utd",
      "purchase_price": 120,
      "current_price": 117,
      "selling_price": 117,
      "price_change_since_purchase": -3,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 165,
      "player_name": "João Pedro",
      "position": "FWD",
      "club": "Chelsea",
      "purchase_price": 75,
      "current_price": 78,
      "selling_price": 76,
      "price_change_since_purchase": 3,
      "status": "i",
      "news": "Thigh injury - Unknown return date"
    },
    {
      "element_id": 305,
      "player_name": "Davis",
      "position": "DEF",
      "club": "Ipswich Town",
      "purchase_price": 40,
      "current_price": 40,
      "selling_price": 40,
      "price_change_since_purchase": 0,
      "status": "a",
      "news": ""
    }
  ]
}
2  get_recommendationcompleted
{
  "horizon": 1,
  "model": "blend"
}
Result fields: snapshot_id, as_of, season, target_gw, model, actual_gws, threshold, allowed_hits, plan_objective, hold_objective, gain, make_transfers, players, selected_gw_plans, chip_decision, assumptions. Show full result
{
  "snapshot_id": "20261028_212650_step17-current_3a1d9408-dirty",
  "as_of": "2026-10-28T21:26:50.640392Z",
  "season": "2026-27",
  "target_gw": 9,
  "model": "blend",
  "actual_gws": [
    9
  ],
  "threshold": 2.0,
  "allowed_hits": 0,
  "plan_objective": 70.66250000000001,
  "hold_objective": 56.4025,
  "gain": 14.260000000000005,
  "make_transfers": true,
  "players": [
    {
      "element_id": 4,
      "player_name": "Gabriel",
      "position": "DEF",
      "club": "Arsenal",
      "current_price": 79,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 8,
      "player_name": "Calafiori",
      "position": "DEF",
      "club": "Arsenal",
      "current_price": 60,
      "status": "d",
      "news": "Hip injury - 75% chance of playing"
    },
    {
      "element_id": 15,
      "player_name": "Ødegaard",
      "position": "MID",
      "club": "Arsenal",
      "current_price": 67,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 40,
      "player_name": "Rogers",
      "position": "MID",
      "club": "Chelsea",
      "current_price": 80,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 101,
      "player_name": "Henderson",
      "position": "MID",
      "club": "Chelsea",
      "current_price": 49,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 109,
      "player_name": "Verbruggen",
      "position": "GKP",
      "club": "Brighton",
      "current_price": 46,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 115,
      "player_name": "De Cuyper",
      "position": "DEF",
      "club": "Brighton",
      "current_price": 53,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 124,
      "player_name": "Groß",
      "position": "MID",
      "club": "Brighton",
      "current_price": 62,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 165,
      "player_name": "João Pedro",
      "position": "FWD",
      "club": "Chelsea",
      "current_price": 78,
      "status": "i",
      "news": "Thigh injury - Unknown return date"
    },
    {
      "element_id": 175,
      "player_name": "van Ewijk",
      "position": "DEF",
      "club": "Coventry City",
      "current_price": 39,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 204,
      "player_name": "Mitchell",
      "position": "DEF",
      "club": "Crystal Palace",
      "current_price": 45,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 290,
      "player_name": "Slater",
      "position": "MID",
      "club": "Hull City",
      "current_price": 45,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 305,
      "player_name": "Davis",
      "position": "DEF",
      "club": "Ipswich Town",
      "current_price": 40,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 346,
      "player_name": "Calvert-Lewin",
      "position": "FWD",
      "club": "Leeds",
      "current_price": 61,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 391,
      "player_name": "Gvardiol",
      "position": "DEF",
      "club": "Man City",
      "current_price": 57,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 411,
      "player_name": "Haaland",
      "position": "FWD",
      "club": "Man City",
      "current_price": 158,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 426,
      "player_name": "B.Fernandes",
      "position": "MID",
      "club": "Man Utd",
      "current_price": 117,
      "status": "a",
      "news": ""
    },
    {
      "element_id": 497,
      "player_name": "Dubravka",
      "position": "GKP",
      "club": "Spurs",
      "current_price": 40,
      "status": "a",
      "news": ""
    }
  ],
  "selected_gw_plans": [
    {
      "gw": 9,
      "buys": [
        4,
        101,
        115
      ],
      "sells": [
        175,
        305,
        426
      ],
      "team_xi": [
        109,
        4,
        115,
        8,
        391,
        101,
        124,
        40,
        15,
        411,
        346
      ],
      "ordered_bench": [
        497,
        204,
        290,
        165
      ],
      "captain": 411,
      "vice_captain": 4,
      "hits": 0,
      "expected_points": 69.95
    }
  ],
  "chip_decision": {
    "action": "review_required",
    "chip": "freehit",
    "reason": "Free Hit has a projected opportunity now; review the full transfer and reversion plan before using it.",
    "evaluated_gws": [
      9,
      10,
      11,
      12,
      13,
      14,
      15,
      16,
      17,
      18,
      19
    ],
    "options": [
      {
        "chip": "3xc",
        "name": "Triple Captain",
        "available": true,
        "expires_gw": 19,
        "gain_now": 8.6,
        "best_gw": 9,
        "best_gain": 8.6,
        "planned_gw": 11,
        "planned_gain": 8.6,
        "reason": "Timing uses fixed-squad projected gains."
      },
      {
        "chip": "bboost",
        "name": "Bench Boost",
        "available": true,
        "expires_gw": 19,
        "gain_now": 4.75,
        "best_gw": 9,
        "best_gain": 4.75,
        "planned_gw": 10,
        "planned_gain": 4.75,
        "reason": "Timing uses fixed-squad projected gains."
      },
      {
        "chip": "freehit",
        "name": "Free Hit",
        "available": true,
        "expires_gw": 19,
        "gain_now": 15.84999999999998,
        "best_gw": 9,
        "best_gain": 15.84999999999998,
        "planned_gw": 9,
        "planned_gain": 15.84999999999998,
        "reason": "Free Hit needs transfer-plan review."
      },
      {
        "chip": "wildcard",
        "name": "Wildcard",
        "available": true,
        "expires_gw": 19,
        "gain_now": null,
        "best_gw": null,
        "best_gain": null,
        "planned_gw": null,
        "planned_gain": null,
        "reason": "Manual review: Wildcard is not valued."
      }
    ],
    "assumptions": [
      "Uses the selected first-GW squad unchanged in future GWs; rerun after transfers or team news.",
      "Uses current availability and minutes estimates; future injury recovery is not forecast.",
      "Schedules at most one valued chip per GW within its availability window.",
      "Wildcard is not valued. Free Hit requires review because it changes and then restores the squad.",
      "Starting-XI EP and the transfer objective exclude chip effects; gains are reported separately."
    ]
  },
  "assumptions": [
    "Uses frozen prices, squad and projections; no transfer is executed.",
    "The hold plan forbids transfers in the first GW only.",
    "Objectives include GW discounting, bench weighting and hit penalties.",
    "Later GW transfers are provisional plans, not actions to take now."
  ]
}