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 30ea3ea4

Comparison, GW9–GW12 (full model) — snapshot dated 28 Oct 2026, target GW9. Figures are model projections, not guarantees.

Player	Club	Availability	Total expected points (GW9–12)
Haaland	Man City	Available (status "a", no news flagged)	21.7
Isak	Liverpool	Available (status "a", no news flagged)	15.6

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

Gameweek 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

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

Run

Status: completed
Target gameweek: GW9
Model: kimi-k3:cloud
Temperature: 1
Model calls: 2 of 4
Tool calls: 1
Latency: 7.8 s
Tokens: 3,716 in · 567 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

Tool selectionpass
Argumentspass
Numbersfail

unsupported: 6.1
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
    },
    {
      "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
    }
  ],
  "best_element_ids": [
    411
  ]
}