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 b80ce839

Haaland vs Isak, GW9–GW12 (full projection model, snapshot 2026-10-28, target GW9)

Player	Club	Availability	Total EP (GW9–12)
Haaland (FWD, £15.8m)	Man City	Available (status "a", no news)	21.7
Isak (FWD, £9.1m)	Liverpool	Available (status "a", no news)	15.6

Projected leader: Haaland. The model projects him ahead by 6.1 expected points over the four gameweeks, with Isak flagged as 6.1 points behind the best in this comparison.

Per-GW expected points (estimates, not guarantees):

GW	Haaland	Isak
9	5.9	3.5
10	5.3	4.1
11	6.3	4.1
12	4.2	3.9

Haaland is projected to lead in every gameweek of the horizon, with his strongest GW at 11.

Run

Status: completed
Target gameweek: GW9
Model: glm-5.3:cloud
Temperature: 0
Model calls: 2 of 4
Tool calls: 1
Latency: 4.9 s
Tokens: 3,878 in · 633 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

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Hand review

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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
  ]
}