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Answer
Asked during eval run step19d-gemma4-cloud-t0-r1 · case ambiguous-player-name · snapshot GW9
Question
Compare Fernandes with Haaland for GW9. By Fernandes I do not necessarily mean the player in my squad, and I have not specified his first name, club or element ID.
Answer
completed trace 0b0776ceBased on the snapshot for GW9 (as of 28 October 2026), here is the comparison between Haaland and B. Fernandes:
- Haaland (Man City): Estimated 9.0 expected points.
- B. Fernandes (Man Utd): Estimated 0.7 expected points.
Haaland is the significantly stronger option for GW9 according to the projections.
Run
- Status
- completed
- Target gameweek
- GW9
- Model
- gemma4:cloud
- Temperature
- 0
- Model calls
- 4 of 4
- Tool calls
- 3
- Latency
- 5.9 s
- Tokens
- 10,951 in · 186 out
- Snapshot ID
- 20261028_212650_step17-current_3a1d9408-dirty
Checks
-
Tool selectionpass
-
Argumentspass
-
Numberspass
-
Teamsn/a
-
Safetyfail
failed: must_ask_for_fernandes_identity
Tool calls
1 compare_playerscompleted
{
"element_ids": [
10,
355
],
"horizon": 1,
"model": "ep_next"
}
Result fields: snapshot_id, as_of, season, target_gw, gws, model, players, best_element_ids. 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,
"gws": [
9
],
"model": "ep_next",
"players": [
{
"player": {
"element_id": 10,
"player_name": "White",
"position": "DEF",
"club": "Arsenal",
"current_price": 54,
"status": "a",
"news": ""
},
"projections": [
{
"gw": 9,
"expected_points": 7.0
}
],
"total_expected_points": 7.0,
"expected_points_behind_best": 0.0
},
{
"player": {
"element_id": 355,
"player_name": "Davies",
"position": "GKP",
"club": "Liverpool",
"current_price": 40,
"status": "a",
"news": ""
},
"projections": [
{
"gw": 9,
"expected_points": 0.0
}
],
"total_expected_points": 0.0,
"expected_points_behind_best": 7.0
}
],
"best_element_ids": [
10
]
}
2 get_recommendationcompleted
{
"horizon": 1,
"model": "ep_next"
}
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": "ep_next",
"actual_gws": [
9
],
"threshold": 2.0,
"allowed_hits": 0,
"plan_objective": 70.76500000000001,
"hold_objective": 50.355,
"gain": 20.410000000000018,
"make_transfers": true,
"players": [
{
"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": 31,
"player_name": "Konsa",
"position": "DEF",
"club": "Arsenal",
"current_price": 47,
"status": "a",
"news": ""
},
{
"element_id": 40,
"player_name": "Rogers",
"position": "MID",
"club": "Chelsea",
"current_price": 80,
"status": "a",
"news": ""
},
{
"element_id": 79,
"player_name": "Evanilson",
"position": "FWD",
"club": "Bournemouth",
"current_price": 62,
"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": 156,
"player_name": "Neto",
"position": "MID",
"club": "Chelsea",
"current_price": 66,
"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": [
31,
79,
156
],
"sells": [
165,
305,
426
],
"team_xi": [
109,
31,
8,
175,
156,
40,
124,
15,
411,
79,
346
],
"ordered_bench": [
497,
204,
290,
391
],
"captain": 411,
"vice_captain": 31,
"hits": 0,
"expected_points": 70.0
}
],
"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": 9.0,
"best_gw": 9,
"best_gain": 9.0,
"planned_gw": 11,
"planned_gain": 9.0,
"reason": "Timing uses fixed-squad projected gains."
},
{
"chip": "bboost",
"name": "Bench Boost",
"available": true,
"expires_gw": 19,
"gain_now": 5.1,
"best_gw": 9,
"best_gain": 5.1,
"planned_gw": 10,
"planned_gain": 5.1,
"reason": "Timing uses fixed-squad projected gains."
},
{
"chip": "freehit",
"name": "Free Hit",
"available": true,
"expires_gw": 19,
"gain_now": 25.0,
"best_gw": 9,
"best_gain": 25.0,
"planned_gw": 9,
"planned_gain": 25.0,
"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."
]
}
3 compare_playerscompleted
{
"element_ids": [
411,
426
],
"horizon": 1,
"model": "ep_next"
}
Result fields: snapshot_id, as_of, season, target_gw, gws, model, players, best_element_ids. 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,
"gws": [
9
],
"model": "ep_next",
"players": [
{
"player": {
"element_id": 411,
"player_name": "Haaland",
"position": "FWD",
"club": "Man City",
"current_price": 158,
"status": "a",
"news": ""
},
"projections": [
{
"gw": 9,
"expected_points": 9.0
}
],
"total_expected_points": 9.0,
"expected_points_behind_best": 0.0
},
{
"player": {
"element_id": 426,
"player_name": "B.Fernandes",
"position": "MID",
"club": "Man Utd",
"current_price": 117,
"status": "a",
"news": ""
},
"projections": [
{
"gw": 9,
"expected_points": 0.7
}
],
"total_expected_points": 0.7,
"expected_points_behind_best": 8.3
}
],
"best_element_ids": [
411
]
}