duck-harness-kaggle
⏳ Run in progress. This page was generated by the periodic save loop while the benchmark is still executing (started 2026-10-25 14:26:01, this snapshot written 2026-10-25 15:06:08). Numbers, plots, and movies reflect a partial snapshot — they will be rewritten when the run finishes.
Diagnostics for one TAAF benchmark run — a single solver played each game over a fixed number of passes. Plots track score-vs-cost across the run; the table lists every (game, pass) cell, with the movie cell linking to a video of that play-through.
Solver: duck-harness
10 games × 3 passes = 30 runs
Started: 2026-10-25 14:26:01
Status: in progress
git status
git status:
ARC3-Inference aa69123 DIRTY add-kaggle-share-flag Add flag to use shareable notebook
tufa-arc-agi-framework fe9f7c4 clean submission-share-mode-bugfix Fix dataset mapping, spell Isaiah's name properly
re-arc-3 57e46d619d pinned master (non-editable)
Per-run stats
| run | passes | mean | σ across passes | SEM |
|---|
duck-harness-kaggle | 3 | 3.15 | 5.45 | 3.15 |
Score vs cumulative tokens
What this curve shows. Reading the curve at x = X tells you the expected score per game when the method is run at an average per-game budget of X tokens. Slow games may use more, fast games less; the average works out to X.

What-if: per-level token caps
Each curve shows what the score-vs-tokens curve would have been if every level had been stopped at the listed per-level token cap. The cap is on cumulative tokens spent since the most recent level win: cross the cap without winning the level and the lane truncates there with no further credit (full credit is kept for previously-won levels). 100% is the largest token total any single level actually consumed in this run (won or not); the other curves are fractional cuts of that.

Score vs wallclock
Design note: we still have to think about how to plot this exactly when we have some real benchmark data — games run in parallel during the benchmark, so wallclock per game is not just total wallclock / n_games.

Total generated tokens vs job wallclock

Per-game score vs tokens

Per-game
Per-pass per-game results
| game | pass | state | score | level | actions | tokens | movie | note |
|---|
 ar25-0c556536 | 0 | playing | 27.78 | 4/8 | 135 | 105277 | — | |
 ar25-0c556536 | 1 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 ar25-0c556536 | 2 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 ft09-0d8bbf25 | 0 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 ft09-0d8bbf25 | 1 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 ft09-0d8bbf25 | 2 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 lp85-305b61c3 | 0 | gave_up | 0.00 | 0/8 | 0 | 0 | — | analyzer failed 11 times consecutively |
 lp85-305b61c3 | 1 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 lp85-305b61c3 | 2 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 r11l-495a7899 | 0 | playing | 47.62 | 4/6 | 41 | 119289 | — | |
 r11l-495a7899 | 1 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 r11l-495a7899 | 2 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 re86-8af5384d | 0 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 re86-8af5384d | 1 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 re86-8af5384d | 2 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 sb26-7fbdac44 | 0 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 sb26-7fbdac44 | 1 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 sb26-7fbdac44 | 2 | playing | 0.00 | 0/8 | 0 | 0 | — | |
 sc25-635fd71a | 0 | playing | 19.06 | 3/6 | 109 | 104933 | — | |
 sc25-635fd71a | 1 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 sc25-635fd71a | 2 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 tr87-cd924810 | 0 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 tr87-cd924810 | 1 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 tr87-cd924810 | 2 | playing | 0.00 | 0/6 | 0 | 0 | — | |
 tu93-0768757b | 0 | gave_up | 0.00 | 0/9 | 0 | 0 | — | analyzer failed 11 times consecutively |
 tu93-0768757b | 1 | playing | 0.00 | 0/9 | 0 | 0 | — | |
 tu93-0768757b | 2 | playing | 0.00 | 0/9 | 0 | 0 | — | |
 vc33-5430563c | 0 | gave_up | 0.00 | 0/7 | 1 | 0 |  | analyzer failed 11 times consecutively |
 vc33-5430563c | 1 | playing | 0.00 | 0/7 | 0 | 0 | — | |
 vc33-5430563c | 2 | playing | 0.00 | 0/7 | 0 | 0 | — | |