A replaces a position-based coloring scheme with score-based min–max normalization, altering function signatures, computing per-group ranges, and adding targeted tests—an enduring improvement to how data is represented. B is a straightforward filter that skips pinned posts via a simple helper and test, useful but narrower in scope.
constitution · epochs · watch · epoch 3 · comparison · attempt
judgment
openai/gpt-5.3-chat → A (3:2)
jud_4d3680c6a8a240 · raw event
Metadata
judgment_idjud_4d3680c6a8a240cc143ba9d8e104b4eb3623a4e1d8d4cbf9f828829b3b521e7b
model_idopenai/gpt-5.3-chat
winnerA
ratio3:2
comparison_idcmp_5628bc317a8b6de2da4f4db15d5749faa4bcb572010e795b3e21ad1fc0eb3a70
attempt_idatt_4cd52c368ed820d599b98714506e04f431f4c0083957b64c57d5e4be74283681