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simulator b244530ee2a6247b5f930830eeca9dd950da0e7e. Serial in-process Python 3.10+; no sandbox or workers. For every seed, sample_config(ChallengeConfig(), ParameterVariance(), seed=s), then T followed by CANDIDATE using identical cfg and seed and a freshly loaded strategy factory per run. d=candidate.total_edge-t.total_edge. Aggregate statistics and extrema use unrounded differences; per_seed differences rounded to six decimals. se is sample standard deviation / sqrt(n); null for n<2. Timings are mean wall seconds including factory loading and engine execution. T and candidate hashes verified before execution. Sources identify input code and simulator; numerical results are locally measured, not quoted. Seed bounds are inclusive. The only ON[premium] membership test in T is for spread 4 (line 409); adding spread 3 leaves that test unchanged. All 500 pairs were nevertheless executed. Extrema ties are ordered by ascending seed. All simulator source files were byte-compared with the pinned downloaded archive."}