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 d87275d1

Haaland vs Isak — GW9–GW12 comparison (full model)

Snapshot: 2026-10-28, target GW9. Figures are model projections, not guarantees.

Player	Club	Availability	GW9	GW10	GW11	GW12	Total EP
Haaland	Man City	Available (status "a")	5.88	5.30	6.28	4.23	21.69
Isak	Liverpool	Available (status "a")	3.46	4.08	4.14	3.89	15.57

Projected leader: Haaland, outscoring Isak by roughly 6.12 expected points across the four gameweeks. Haaland holds the stronger individual projection in every single gameweek, with his biggest differential coming in GW12 aside from GW11 being his standout week (6.28 EP). Both forwards are flagged as fully available with no news in the snapshot.

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 · 443 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

Tool selectionpass
Argumentspass
Numbersfail

unsupported: 6.12
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
  ]
}