AI Scientist Bench
All configurations / K-Dense package

K-Dense statistical-analysis

1/9 dimensions tested
Sonnet 5
Configuration
Upstream SKILL.md and references, pinned at 330c8e7, explicitly supplied.
Source
campaign/skill_snapshots/kdense-330c8e7/skills/statistical-analysis
Recorded runs
8 scored outputs · $0.22 measured model spend · runs on 2026-09-15
Access
open prompt · standard tools
FIG. 01

By dimension

Scores /10 · Paired p-values are exploratory and unadjusted
Verify

Not yet tested.

Ground

Not yet tested.

Find

Not yet tested.

Extract

Not yet tested.

10.00Analyze
Compared with baselinen=8 · executed pass rate, original and perturbed inputs · Δ +1.25 vs sandboxed analysis · 1W 0L 7T on 8 paired · p=1.000 (unadjusted) · $0.0277/task · 17.4s/task · 2026-09-15

headline; 8 tasks, 5 source clusters; 0 failed attempts kept in the denominator Test: exact sign test on discordant pairs; n too small for a winner.

Run provenance

Report path: outputs/campaign/20260915/summary.json
Task pack: campaign-dev-20260915
Run: campaign-v3

Compute

Not yet tested.

Synthesize

Not yet tested.

Review

Not yet tested.

Hypothesize

Not yet tested.