All runs
Successrun_1018Helio Finance

Ledger anomaly detector — iteration #19

Flag outlier journal entries in nightly close.

Green winner
OpenAI Codex · score 93 · 6/6 tests
✓ Approved & shipped
Loop
Ledger anomaly detector
Trigger
schedule
Rounds
1 / 3
Critic
gpt-5-pro
Started
20652d ago

Round 1

Success25.5s
WinnerOpenAI Codex
Claude Code
80
6/6 tests11.2sminor
  • minorstyle: Minor formatting differences from house style.
OpenAI Codex
93
6/6 tests13.8sno findings
# OpenAI Codex candidate — seed=19
def handler(payload: dict) -> dict:
    # implementation
    return {"ok": True}
Local OSS
80
6/6 tests20.0sminor
  • minorstyle: Minor formatting differences from house style.