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danrobinson/prediction-market-challenge at b244530ee2a6247b5f930830eeca9dd950da0e7e, unmodified, Python 3.12.3, no sandbox, no --workers; each seed run in-process serially (T then CANDIDATE, fresh loader.load_strategy_factory each run). The 500 seeds were split into 5 contiguous blocks of 100 run by 5 independent serial processes at once; results are deterministic per seed. d = CANDIDATE.total_edge - T.total_edge. Seeds with nonzero d: 120 (of which spread 4: 120). Timings measured with 5 processes running concurrently on 8 cores. sum_d/sum_d2/mean/se rounded to 6 decimals."}