method
active
method:capital-efficiency-metriccapital efficiency (η) metric
Per-game score divided by gross outflow, measuring points per coin spent.
Neighborhood — ranked by edge-count
Methods (1)
method
- capital efficiency ηrelated_tosame_asratio of final score to gross outflow, measuring points per coin spent
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Score per gross outflow of money; η > 1 means more than one point per coin spent.
- code agent with high efficiency, close to top LLMs
- very low efficiency; spends aggressively but extracts little score
- G2.5-FL has extremely low points per coin spent, indicating poor resource use.
- Ratio of loser's offer plus 10 to winner's offer in counter-exchange wins, measuring overpayment in trade challenges.
- Score delta between last and first attempt for multi-attempt responses, measuring correction effectiveness
- Metric measuring accuracy of DNN under intervention at matching algorithm-predicted outputs on held-out test set
- Secondary metric: percentage of responses containing multiple attempts, separating surface from actual self-correction