bid aggressiveness metric

Mean of bid divided by the auctioned animal's quartet value, used to profile bidding behavior.

Neighborhood — ranked by edge-count

method

bid aggressiveness
related_tosame_as
mean of bid divided by quartet value of auctioned animal

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

self-bidding rate metricmethod0.785
Fraction of auction bids placed in rounds with no competing bid since the agent's last bid.
DS-v3.2 late bid aggressiveness 1.65finding0.767
Escalates but without discipline.
G3-F bid aggressiveness ramp 0.26 (early) → 2.49 (late), ≈10× escalationfinding0.746
Strong phase-adaptive bidding.
G2.5-FL bid aggressiveness 2.07 early and 2.08 late (no adaptation)finding0.733
Failure to adapt bidding to game phase.
GPT5.4-N late bid aggressiveness 2.09finding0.732
Aggressive late but inefficient.
bluff percentage metricmethod0.704
Fraction of an agent's TC offers consisting entirely of 0-value money cards.
What is the appropriate metric for measuring representational alignment, given active debate on merits and deficiencies of all proposed measures?question0.702
Open methodological question acknowledged as limitation
Multi-Attempt Rate (metric)concept0.701
Secondary metric: percentage of responses containing multiple attempts, separating surface from actual self-correction