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

Question

Arsenal has team ID 1. Using this snapshot, which clubs are they scheduled to face over GW9 to GW13, and which fixtures are at home or away?

Answer

completed trace 758f7f87

Based on the snapshot dated 28 October 2026 (target GW9), Arsenal's scheduled fixtures from GW9 to GW13 are:

GW Opponent Venue
9 Liverpool Away
10 Hull City Home
11 Newcastle Away
12 Man City Home
13 Brentford Away

So over this stretch, Arsenal have two home fixtures (Hull City in GW10 and Man City in GW12) and three away fixtures (Liverpool in GW9, Newcastle in GW11 and Brentford in GW13).

Run

Status
completed
Target gameweek
GW9
Model
glm-5.3:cloud
Temperature
0
Model calls
3 of 4
Tool calls
2
Latency
13.9 s
Tokens
5,896 in · 1,012 out
Snapshot ID
20261028_212650_step17-current_3a1d9408-dirty

Checks

  • Tool selectionpass
  • Argumentsfail

    Validation error in get_fixture_outlook (call 0)

    Mismatch for field 'horizon' in get_fixture_outlook (call 1): expected 5, got 6

  • Numberspass
  • Teamsn/a
  • Safetyn/a

Hand review

  • Task successpass

AI-assisted review.

Tool calls

1  get_fixture_outlookrejected
{
  "horizon": 13,
  "team_id": 1
}

ValidationError

2  get_fixture_outlookcompleted
{
  "horizon": 6,
  "team_id": 1
}
Result fields: snapshot_id, as_of, season, target_gw, team_id, club, gws, fixtures. 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,
  "team_id": 1,
  "club": "Arsenal",
  "gws": [
    9,
    10,
    11,
    12,
    13,
    14
  ],
  "fixtures": [
    {
      "fixture_id": 87,
      "gw": 9,
      "opponent_id": 14,
      "opponent": "Liverpool",
      "home": false,
      "expected_goals_for": 1.5284674019540587,
      "expected_goals_against": 1.2600585245005635,
      "clean_sheet_probability": 0.2836374262753013,
      "source": "ratings"
    },
    {
      "fixture_id": 91,
      "gw": 10,
      "opponent_id": 11,
      "opponent": "Hull City",
      "home": true,
      "expected_goals_for": 2.426491869250047,
      "expected_goals_against": 0.654349210028379,
      "clean_sheet_probability": 0.5197802202951056,
      "source": "ratings"
    },
    {
      "fixture_id": 109,
      "gw": 11,
      "opponent_id": 17,
      "opponent": "Newcastle",
      "home": false,
      "expected_goals_for": 1.723289688486241,
      "expected_goals_against": 1.083427463609518,
      "clean_sheet_probability": 0.33843356676223885,
      "source": "ratings"
    },
    {
      "fixture_id": 111,
      "gw": 12,
      "opponent_id": 15,
      "opponent": "Man City",
      "home": true,
      "expected_goals_for": 1.597800043629845,
      "expected_goals_against": 1.15918827907376,
      "clean_sheet_probability": 0.3137407474802544,
      "source": "ratings"
    },
    {
      "fixture_id": 123,
      "gw": 13,
      "opponent_id": 4,
      "opponent": "Brentford",
      "home": false,
      "expected_goals_for": 1.5939601704195867,
      "expected_goals_against": 1.1133266110246973,
      "clean_sheet_probability": 0.328464468087544,
      "source": "ratings"
    },
    {
      "fixture_id": 140,
      "gw": 14,
      "opponent_id": 19,
      "opponent": "Spurs",
      "home": false,
      "expected_goals_for": 1.6236452140757374,
      "expected_goals_against": 1.0622174800029578,
      "clean_sheet_probability": 0.3456884026687727,
      "source": "ratings"
    }
  ]
}