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Answer
Asked during eval run step19d-deepseek-v4-1-flash-cloud-t1-r2 · case recommendation-transfers-and-captain · snapshot GW9
Question
Using the full model over GW9 to GW12, with a 2-point transfer threshold and no hits allowed, should I transfer or hold for GW9? Give the gain, threshold, immediate buys and sells, starting XI, captain, vice-captain and ordered bench. Explain what period the gain covers.
Answer
completed trace a1e1e836Verdict: transfer. Using the full model over GW9–GW12 with a 2.0-point threshold and 0 hits allowed, make_transfers is true.
- Gain: 3.78 points — above the 2.0 threshold
- Threshold: 2.0
- Hits: 0 (none allowed)
What the gain covers: the whole GW9–GW12 window (four gameweeks), not just GW9. It is the model's objective difference between the transfer plan and the hold plan across those four GWs, including bench weighting, GW discounting and any hit penalties — so it is a four-GW estimate, not a GW9-only expected-points gain.
Immediate GW9 transfers (3 free transfers available):
- Sell: João Pedro (Chelsea, thigh injury — unknown return), B.Fernandes (Man Utd), Dubravka (Spurs)
- Buy: Raya (Arsenal), Barry (Everton), Mbeumo (Man Utd)
GW9 starting XI: Raya; Gvardiol, Davis, van Ewijk; Mbeumo, Rogers, Ødegaard, Groß; Haaland, Calvert-Lewin, Barry
- Captain: Haaland
- Vice-captain: Calvert-Lewin
- Ordered bench: Verbruggen, Slater, Mitchell, Calafiori
Calafiori is flagged (hip, 75% chance of playing) and is on the bench, which limits the risk. GW9 expected points for this XI: 48.63 (chips excluded).
Provisional later moves (not to be made now):
- GW10: sell Calafiori, buy Gabriel
- GW11: sell van Ewijk, buy Vuskovic
- GW12: sell Gvardiol, buy Khalaili
Chip decision: save — no valued chip is recommended now; the projected schedule favours later windows (Triple Captain GW16, Bench Boost GW15, Free Hit GW14, subject to review). Wildcard is unassessed. Chip values are hypothetical estimates and separate from the XI projection above.
All figures come from the frozen snapshot of 28 October 2026 with target GW9 (deadline 31 October 2026, 11:00 UTC); prices, availability and projections are as at that snapshot, and later transfers or team news would require a rerun.
Run
- Status
- completed
- Target gameweek
- GW9
- Model
- deepseek-v4.1-flash:cloud
- Temperature
- 1
- Model calls
- 2 of 4
- Tool calls
- 2
- Latency
- 8.5 s
- Tokens
- 6,685 in · 985 out
- Snapshot ID
- 20261028_212650_step17-current_3a1d9408-dirty
Checks
-
Tool selectionpass
-
Argumentspass
-
Numberspass
-
Teamspass
-
Safetyn/a
Tool calls
1 get_recommendationcompleted
{
"model": "full",
"horizon": 4,
"threshold": 2,
"max_hits": 0
}
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": "full",
"actual_gws": [
9,
10,
11,
12
],
"threshold": 2.0,
"allowed_hits": 0,
"plan_objective": 183.5197415136506,
"hold_objective": 179.73781057376831,
"gain": 3.7819309398822725,
"make_transfers": true,
"players": [
{
"element_id": 1,
"player_name": "Raya",
"position": "GKP",
"club": "Arsenal",
"current_price": 62,
"status": "a",
"news": ""
},
{
"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": 109,
"player_name": "Verbruggen",
"position": "GKP",
"club": "Brighton",
"current_price": 46,
"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": 249,
"player_name": "Barry",
"position": "FWD",
"club": "Everton",
"current_price": 56,
"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": 427,
"player_name": "Mbeumo",
"position": "MID",
"club": "Man Utd",
"current_price": 79,
"status": "a",
"news": ""
},
{
"element_id": 497,
"player_name": "Dubravka",
"position": "GKP",
"club": "Spurs",
"current_price": 40,
"status": "a",
"news": ""
},
{
"element_id": 504,
"player_name": "Vuskovic",
"position": "DEF",
"club": "Brighton",
"current_price": 52,
"status": "a",
"news": ""
},
{
"element_id": 588,
"player_name": "Khalaili",
"position": "DEF",
"club": "Crystal Palace",
"current_price": 50,
"status": "a",
"news": ""
}
],
"selected_gw_plans": [
{
"gw": 9,
"buys": [
1,
249,
427
],
"sells": [
165,
426,
497
],
"team_xi": [
1,
391,
305,
175,
427,
40,
15,
124,
411,
346,
249
],
"ordered_bench": [
109,
290,
204,
8
],
"captain": 411,
"vice_captain": 346,
"hits": 0,
"expected_points": 48.63147285717917
},
{
"gw": 10,
"buys": [
4
],
"sells": [
8
],
"team_xi": [
1,
4,
391,
305,
427,
15,
124,
40,
411,
249,
346
],
"ordered_bench": [
109,
204,
175,
290
],
"captain": 4,
"vice_captain": 411,
"hits": 0,
"expected_points": 54.33913067489811
},
{
"gw": 11,
"buys": [
504
],
"sells": [
175
],
"team_xi": [
109,
504,
4,
391,
427,
124,
15,
40,
411,
249,
346
],
"ordered_bench": [
1,
204,
305,
290
],
"captain": 411,
"vice_captain": 504,
"hits": 0,
"expected_points": 52.527488723258564
},
{
"gw": 12,
"buys": [
588
],
"sells": [
391
],
"team_xi": [
1,
588,
504,
4,
204,
427,
124,
15,
346,
249,
411
],
"ordered_bench": [
109,
305,
40,
290
],
"captain": 346,
"vice_captain": 588,
"hits": 0,
"expected_points": 51.41064998778977
}
],
"chip_decision": {
"action": "save",
"chip": null,
"reason": "Save the valued chips this GW; the projected schedule favours later opportunities. Wildcard remains unassessed.",
"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": 5.880235614972674,
"best_gw": 16,
"best_gain": 6.979466340507839,
"planned_gw": 16,
"planned_gain": 6.979466340507839,
"reason": "Timing uses fixed-squad projected gains."
},
{
"chip": "bboost",
"name": "Bench Boost",
"available": true,
"expires_gw": 19,
"gain_now": 10.2891637800231,
"best_gw": 15,
"best_gain": 11.89126134533826,
"planned_gw": 15,
"planned_gain": 11.89126134533826,
"reason": "Timing uses fixed-squad projected gains."
},
{
"chip": "freehit",
"name": "Free Hit",
"available": true,
"expires_gw": 19,
"gain_now": 4.876200619944754,
"best_gw": 14,
"best_gain": 7.693129700215991,
"planned_gw": 14,
"planned_gain": 7.693129700215991,
"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."
]
}
2 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": ""
}
]
}