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 d56e7072

For GW9, the get_chip_values tool using the full model estimates the following extra points for each chip:

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

The Free Hit chip has the largest estimate for GW9.

These values are hypothetical estimates 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
22.2 s
Tokens
3,897 in · 415 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."
  ]
}