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arena pick (seed 7, n 330)
all tasks: 15921
pool (sft + rl): 12223 {'rl': 11801, 'sft': 422}
drop copy_other_sheet: 1541
drop deepseek_failed: 266
drop dump_too_big: 1488
drop named_range: 175
eligible: 8753 from 1990 workbooks {'rl': 8471, 'sft': 282}
by family: {'aggregate': 2909, 'arithmetic': 4193, 'conditional_agg': 126, 'cross_sheet': 908, 'date': 14, 'finance': 63, 'logic': 401, 'lookup': 139}
by tier: {'easy': 5263, 'hard': 615, 'medium': 2875}
picked: 330 from 288 workbooks {'rl': 163, 'sft': 167}
by family: {'aggregate': 60, 'arithmetic': 53, 'conditional_agg': 31, 'cross_sheet': 60, 'date': 12, 'finance': 25, 'logic': 56, 'lookup': 33}
by tier: {'easy': 57, 'hard': 120, 'medium': 153}
stage C (in-image checks) on 330 picked tasks: 769 task ids checked
?: 0 of 2 pass
pasted: 111 of 126 pass
rebuild: 308 of 329 pass
repair: 306 of 312 pass
failed checks (a task can fail several): {'strict': 29, 'hardcode': 11, 'gold': 9, 'hidden': 8, 'fast': 7, 'reset': 4, 'dump': 2, 'submit': 2, 'budget': 2}
arena choose (seed 7): screened 725 task ids, 3132 tries
solved-of-tries: {'0/3': 1, '0/4': 132, '1/4': 81, '2/4': 95, '3/4': 102, '4/4': 81, '0/5': 58, '1/5': 33, '2/5': 37, '3/5': 28, '4/5': 45, '5/5': 32}
band (mixed results): 191 {'pasted': 26, 'rebuild': 80, 'repair': 85}; frontier (0 solves, DeepSeek solved): 70
chosen: 50 = 45 band + 5 frontier
by type: {'pasted': 10, 'rebuild': 26, 'repair': 14}
by family: {'aggregate': 8, 'arithmetic': 8, 'conditional_agg': 5, 'cross_sheet': 8, 'date': 3, 'finance': 4, 'logic': 8, 'lookup': 6}
by tier: {'easy': 6, 'hard': 20, 'medium': 24}
mean solve rate: 0.46