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

Question

Using the full model for GW9 only, what gains does the chip-value tool estimate for Triple Captain, Bench Boost and Free Hit? Which has the largest estimate? Are these guaranteed extra points?

Answer

completed trace 5c61b8de

For GW9, using the full model, the estimated extra points for each chip are:

  • Triple Captain: 5.88
  • Bench Boost: 5.24
  • Free Hit: 7.90

The Free Hit chip has the largest estimated gain for GW9.

These values are hypothetical estimates based on model projections and are not guaranteed points.

Run

Status
completed
Target gameweek
GW9
Model
gemma4:12b
Temperature
n/a
Model calls
2 of 4
Tool calls
1
Latency
20.5 s
Tokens
3,897 in · 337 out
Snapshot ID
20261028_212650_step17-current_3a1d9408-dirty

Checks

  • Tool selectionpass
  • Argumentsfail

    Mismatch for field 'horizon' in get_chip_values (call 0): expected 1, got 9

Tool calls

1  get_chip_valuescompleted
{
  "horizon": 9,
  "model": "full"
}
Result fields: snapshot_id, as_of, season, target_gw, model, values, best_gws, available_chips, assumptions. 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,
  "model": "full",
  "values": [
    {
      "gw": 9,
      "your_xi": 45.60745605684265,
      "triple_captain": 5.880235614972674,
      "bench_boost": 5.236402849718311,
      "free_hit": 7.9002174202812725
    },
    {
      "gw": 10,
      "your_xi": 46.833338512201586,
      "triple_captain": 5.302102481341644,
      "bench_boost": 5.234738284803396,
      "free_hit": 10.075478644650985
    },
    {
      "gw": 11,
      "your_xi": 48.09422080251896,
      "triple_captain": 6.2788086588838325,
      "bench_boost": 5.426764431786942,
      "free_hit": 7.70754067002887
    },
    {
      "gw": 12,
      "your_xi": 45.19519736905403,
      "triple_captain": 5.121715315446396,
      "bench_boost": 5.092015899963931,
      "free_hit": 8.871263405405003
    },
    {
      "gw": 13,
      "your_xi": 46.39577941075215,
      "triple_captain": 5.844584826633452,
      "bench_boost": 5.019674542674801,
      "free_hit": 8.627148303972838
    },
    {
      "gw": 14,
      "your_xi": 45.36881056401104,
      "triple_captain": 5.235111744083415,
      "bench_boost": 4.78591630467343,
      "free_hit": 12.06006180014083
    },
    {
      "gw": 15,
      "your_xi": 46.08721224508344,
      "triple_captain": 5.652580582631852,
      "bench_boost": 5.736108213500684,
      "free_hit": 8.377649446333514
    },
    {
      "gw": 16,
      "your_xi": 50.16792103599671,
      "triple_captain": 6.979466340507839,
      "bench_boost": 5.124756051899142,
      "free_hit": 10.01525403172721
    },
    {
      "gw": 17,
      "your_xi": 45.19498433313277,
      "triple_captain": 5.505761151352893,
      "bench_boost": 5.294980919684058,
      "free_hit": 9.229512416250415
    }
  ],
  "best_gws": {
    "triple_captain": 16,
    "bench_boost": 15,
    "free_hit": 14
  },
  "available_chips": [
    "wildcard (until GW19)",
    "freehit (until GW19)",
    "bboost (until GW19)",
    "3xc (until GW19)"
  ],
  "assumptions": [
    "Uses the current frozen squad in every GW; future transfers are not planned.",
    "Values are hypothetical gains even for chips that are no longer available.",
    "The existing optimiser includes its default bench weight in squad selection.",
    "For equal chip values, best_gws selects the earliest GW."
  ]
}