Answer

Question

Using the full projection model, compare Haaland (element ID 411) and Isak (element ID 379) over GW9 to GW12. Give their clubs, recorded availability status, total expected points and the projected leader.

completed trace 79c8a012

Haaland vs Isak, GW9–GW12 (full projection model)

Snapshot: 28 October 2026, target GW9, covering GWs 9–12.

Player	Club	Availability	Total expected points
Haaland (FWD)	Man City	Available	21.7
Isak (FWD)	Liverpool	Available	15.6

Projected leader: Haaland, by approximately 6.1 expected points over the four gameweeks.

GW-by-GW expected points (estimates):

	GW9	GW10	GW11	GW12
Haaland	5.9	5.3	6.3	4.2
Isak	3.5	4.1	4.1	3.9

Both players are recorded as available with no news flags. These are model projections, not guarantees.

Run

Status: completed
Target gameweek: GW9
Model: glm-5.3:cloud
Temperature: 0
Model calls: 2 of 4
Tool calls: 1
Latency: 5.4 s
Tokens: 3,768 in · 603 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

Tool selectionpass
Argumentspass
Numberspass
Teamsn/a
Safetyn/a

Tool calls

1 compare_playerscompleted

{
  "element_ids": [
    411,
    379
  ],
  "horizon": 4,
  "model": "full"
}

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,
    10,
    11,
    12
  ],
  "model": "full",
  "players": [
    {
      "player": {
        "element_id": 411,
        "player_name": "Haaland",
        "position": "FWD",
        "club": "Man City",
        "current_price": 158,
        "status": "a",
        "news": ""
      },
      "projections": [
        {
          "gw": 9,
          "expected_points": 5.880235614972674
        },
        {
          "gw": 10,
          "expected_points": 5.302102481341644
        },
        {
          "gw": 11,
          "expected_points": 6.2788086588838325
        },
        {
          "gw": 12,
          "expected_points": 4.2276843801501345
        }
      ],
      "total_expected_points": 21.688831135348284,
      "expected_points_behind_best": 0.0
    },
    {
      "player": {
        "element_id": 379,
        "player_name": "Isak",
        "position": "FWD",
        "club": "Liverpool",
        "current_price": 91,
        "status": "a",
        "news": ""
      },
      "projections": [
        {
          "gw": 9,
          "expected_points": 3.4632924071678346
        },
        {
          "gw": 10,
          "expected_points": 4.080148939270332
        },
        {
          "gw": 11,
          "expected_points": 4.139190178224831
        },
        {
          "gw": 12,
          "expected_points": 3.8907569259065773
        }
      ],
      "total_expected_points": 15.573388450569576,
      "expected_points_behind_best": 6.115442684778708
    }
  ],
  "best_element_ids": [
    411
  ]
}