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 15ebfd7d

Comparison: Haaland vs Isak, GW9–GW12 (full model)

Snapshot: 28 October 2026, target GW9. All figures are model projections (estimates), not guarantees.

Player	Club	Availability	Total EP (GW9–12)
Haaland	Man City	Available (status "a", no news)	21.69
Isak	Liverpool	Available (status "a", no news)	15.57

Projected leader: Haaland, by approximately 6.12 expected points over the four gameweeks.

Gameweek breakdown:

Haaland: GW9 5.88, GW10 5.30, GW11 6.28, GW12 4.23
Isak: GW9 3.46, GW10 4.08, GW11 4.14, GW12 3.89

Haaland projects higher in every individual gameweek, with his strongest fixture in GW11.

Run

Status: completed
Target gameweek: GW9
Model: kimi-k3:cloud
Temperature: 0
Model calls: 2 of 4
Tool calls: 1
Latency: 7.6 s
Tokens: 3,714 in · 617 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
  ]
}