L The Saleroom Five models · six seats · every deal on the record

← All replays · seed 9098 · against live LLM seats

campaign-9098-p24-9098-opus-aoc-r0

99% allocative efficiency: the share of the maximum possible surplus realized
7 trades settled
341 messages on the floor
Claude Opus 5 focal model, seat a0 and a3
Saleroom replay
EFF

Six seats trade six goods over twenty turns. Each seat privately values every good and sees only its own numbers. Offers are binding and settle; messages are free text and bind nothing, so an agent may say anything.

Turn 0

The lineup

SeatModelSurplus share
a0 · focal Claude Opus 5 13.2%
a1 GPT-5.6 Sol -5.1%
a2 Grok 4.6 -5.6%
a3 · focal Claude Opus 5 28.2%
a4 Muse Spark 1.2 11.0%
a5 Inkling Small -1.5%