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 08923be4

Haaland (411) vs Isak (379) — full projection model, GW9–GW12. Frozen snapshot: 28 Oct 2026, season 2026-27, target GW9.

Haaland Isak
Club Man City Liverpool
Price £15.8m £9.1m
Status a — available, no news a — available, no news
GW9 5.88 3.46
GW10 5.30 4.08
GW11 6.28 4.14
GW12 4.23 3.89
Total EP 21.69 15.57

Projected leader: Haaland, by 6.12 expected points. These are model estimates, not guarantees — Haaland is ahead in every individual gameweek in the range, with his strongest projection in GW11 and weakest in GW12.

Run

Status
completed
Target gameweek
GW9
Model
deepseek-v4.1-flash:cloud
Temperature
1
Model calls
2 of 4
Tool calls
1
Latency
9.0 s
Tokens
4,224 in · 345 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
  ]
}