Pilot model
glm-5.3:cloud · temp 0
Snapshot
GW9 · 28 Oct, 21:26

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.

Answer

completed trace a8ddd224

Full-model comparison, GW9–GW12 (frozen snapshot: 28 October 2026, target GW9; season 2026/27)

Haaland (411) Isak (379)
Club Man City Liverpool
Position FWD FWD
Availability a — available, no news flag a — available, no news flag
Price £15.8m £9.1m
Total EP (GW9–12) 21.69 15.57

Projected leader: Haaland, ahead by 6.12 expected points.

Gameweek-by-gameweek estimates:

  • 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 is projected to outscore Isak in every one of the four gameweeks. Note these are model estimates, not guaranteed returns, and the status flags reflect the frozen snapshot's record of availability — they won't capture later fitness news.

Run

Status
completed
Target gameweek
GW9
Model
deepseek-v4.1-flash:cloud
Temperature
1
Model calls
2 of 4
Tool calls
1
Latency
3.1 s
Tokens
4,223 in · 456 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
  ]
}