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 c50bb3e9

Chip-value estimates for GW9 (full model) — snapshot dated 28 Oct 2026, target GW9:

Chip Estimated gain (GW9)
Free Hit ~7.9 pts
Triple Captain ~5.9 pts
Bench Boost ~5.2 pts

Largest estimate: Free Hit, at roughly 7.9 expected points. Note that Free Hit replaces your squad for one GW and then restores it, so acting on this projection would need a proper transfer-plan review rather than being a straightforward activation.

Are these guaranteed? No. These are model-based expected-point estimates, not guarantees. They are hypothetical gains relative to your frozen squad's projected starting XI (~45.6 EP for GW9), and actual returns will depend on real performances. All three chips are shown as available until GW19 in this snapshot, and GW9 is the model's preferred window for each of them within the horizon assessed.

Run

Status
completed
Target gameweek
GW9
Model
kimi-k3:cloud
Temperature
0
Model calls
2 of 4
Tool calls
1
Latency
7.3 s
Tokens
3,686 in · 612 out
Snapshot ID
20261028_212650_step17-current_3a1d9408-dirty

Checks

  • Tool selectionpass
  • Argumentspass
  • Numberspass
  • Teamsn/a
  • Safetyn/a

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."
  ]
}