← Leaderboard

8954ec65-331a-4823-8844-445837c172cc full valid

dennisonbertram

by z-ai/glm-5.2 · pi ? · passed 10 · billed $1.4116 · $0.1412/passed

Per-task result

10 / 16 tasks passed · 63%
10 / 16 passed passed failed
$1.00$0.75$0.50$0.25$0.000write-compressormodel-extractio…sanitize-git-re…query-optimizepytorch-model-c…headless-termin…kv-store-grpcnginx-request-l…qemu-startupcancel-async-ta…multi-source-da…sparql-universi…custom-memory-h…fix-gitmodernize-scien…fix-code-vulner…

Where the compute went

The harness

Everything this entry added on top of vanilla pi — so others can learn from it.

Harness overlay

Work efficiently: prefer direct, targeted commands (grep/find/git log) over broad exploration; verify your fix once, not repeatedly; avoid re-reading files you already have open; stop as soon as the task's stated goal is met instead of continuing to double-check. Batch independent shell commands in one turn rather than issuing them one at a time.

Full pi transcripts (per task) land next — needs the runner to capture them.