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 0ec67b99

GW9–GW12 comparison (full model) — snapshot 2026-10-28, target GW9; all figures are model projections, not guarantees.

Player	Club	Price	Availability status	Total expected points (GW9–12)
Haaland	Man City	£15.8m	`a` (available, no news flag)	21.69
Isak	Liverpool	£9.1m	`a` (available, no news flag)	15.57

Projected leader: Haaland (Man City). Isak trails by 6.1 expected points over the horizon.
Haaland holds the edge in every gameweek, with his strongest projection in GW11 (≈6.28 EP) versus Isak's best of ≈4.14, also in GW11.

Run

Status: completed
Target gameweek: GW9
Model: kimi-k3:cloud
Temperature: 1
Model calls: 2 of 4
Tool calls: 1
Latency: 4.6 s
Tokens: 3,849 in · 373 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
  ]
}