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

← All replays · seed 9103 · against live LLM seats

campaign-9103-p24-9103-sol-aoc-r0

100% allocative efficiency: the share of the maximum possible surplus realized
5 trades settled
366 messages on the floor
GPT-5.6 Sol focal model, seat a1 and a2
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 Claude Opus 5 -9.1%
a1 · focal GPT-5.6 Sol 1.5%
a2 · focal GPT-5.6 Sol -1.5%
a3 Grok 4.6 1.0%
a4 Muse Spark 1.2 0.0%
a5 Inkling Small 14.6%