Answer

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?

completed trace 34187ed8

For GW9, the get_chip_values tool estimates the following gains using the full model:

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

The Free Hit chip has the largest estimated gain.

These are not guaranteed extra points; they are hypothetical estimates based on model projections.

Run

Status: completed
Target gameweek: GW9
Model: gemma4:12b
Temperature: n/a
Model calls: 2 of 4
Tool calls: 1
Latency: 32.1 s
Tokens: 3,549 in · 395 out
Snapshot ID: 20261028_212650_step17-current_3a1d9408-dirty

Checks

Tool selectionpass
Argumentspass

Tool calls

1 get_chip_valuescompleted

{
  "horizon": 1,
  "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
    }
  ],
  "best_gws": {
    "triple_captain": 9,
    "bench_boost": 9,
    "free_hit": 9
  },
  "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."
  ]
}