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 aa9b927b

Using the full projection model on the snapshot dated 28 October 2026 (target GW 9), here is the comparison of Haaland and Isak over GW9–GW12:

Player	Club	Position	Availability	Total expected points (GW9–12)
Haaland	Man City	FWD	Available	21.7
Isak	Liverpool	FWD	Available	15.6

Per-GW breakdown (expected points):

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

Projected leader: Haaland. The full model projects him roughly 6.1 expected points ahead of Isak across the four gameweeks. Both players are recorded as available with no news flags. These are model estimates, not guarantees.

Run

Status: completed
Target gameweek: GW9
Model: glm-5.3:cloud
Temperature: 1
Model calls: 2 of 4
Tool calls: 1
Latency: 4.4 s
Tokens: 3,878 in · 555 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

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AI-assisted review.

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
  ]
}