{"item":"cf-a","batch":"r5-cg-confirm","hashes":{"CG_code_sha256":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","IB_code_sha256":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","HA_code_sha256":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe","kit_files_verified":["sim.py","port.py","harness.py","diff_test.py","test_kit.py","HA.sol","T.sol"],"artifact_json_sha256_equals_url_id":true,"repo_commit":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel_sha256":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","all_verified":true},"seeds":{"start":7400000,"end":7401023,"n":1024},"cg_vs_ib":{"n":1024,"mean_diff":0.17868062919239275,"se":0.02088535845239873,"sum":182.96896429301017,"sumsq":489.6333040440643,"wins":641,"worst5":[[7400633,-2.8761],[7400197,-2.737],[7400686,-2.477],[7400569,-2.4228],[7400680,-2.3553]],"retail_delta":-0.2643098834093901,"arb_delta":0.4429905126017828},"cg_vs_ha":{"n":1024,"mean_diff":0.8373197925466118,"se":0.021611306866890122,"sum":857.4154675677305,"sumsq":1207.1886202148617,"wins":928,"worst5":[[7400208,-1.6746],[7400077,-1.4526],[7400464,-1.1793],[7400795,-1.1409],[7400478,-1.0351]],"retail_delta":0.756670226071968,"arb_delta":0.08064956647464369},"ib_vs_ha":{"n":1024,"mean_diff":0.6586391633542191,"se":0.02258106751226014,"sum":674.4465032747204,"sumsq":978.3684746516899,"wins":867,"worst5":[[7400015,-3.0389],[7400311,-1.6898],[7400543,-1.5937],[7400577,-1.4706],[7400478,-1.3249]],"retail_delta":1.020980109481358,"arb_delta":-0.36234094612713913},"quartiles":[{"quartile":1,"n":256,"ib_retail_volume_min":57401.4284010465,"ib_retail_volume_max":69027.82241196347,"cg_minus_ib_mean_diff":0.2269392599799711,"cg_minus_ib_se":0.036750046076143184,"cg_minus_ha_mean_diff":0.674030997728688,"cg_minus_ha_se":0.032961718026608876},{"quartile":2,"n":256,"ib_retail_volume_min":69062.09120861562,"ib_retail_volume_max":78084.1592310444,"cg_minus_ib_mean_diff":0.19884923999416437,"cg_minus_ib_se":0.03852769438621144,"cg_minus_ha_mean_diff":0.7652772111211092,"cg_minus_ha_se":0.03906941820229747},{"quartile":3,"n":256,"ib_retail_volume_min":78127.7258623912,"ib_retail_volume_max":86812.61874530459,"cg_minus_ib_mean_diff":0.18142128183621153,"cg_minus_ib_se":0.04239159857628148,"cg_minus_ha_mean_diff":0.9406303157016329,"cg_minus_ha_se":0.04723984173282341},{"quartile":4,"n":256,"ib_retail_volume_min":86856.61360111898,"ib_retail_volume_max":100285.18443952518,"cg_minus_ib_mean_diff":0.10751273495922398,"cg_minus_ib_se":0.04834337169831334,"cg_minus_ha_mean_diff":0.9693406456350173,"cg_minus_ha_se":0.04914405211787645}],"quartile_volume_basis":"IB arm retail volume (Y units) per market, from the engine result field retail_volume_y[submission] as returned by the kit decompose function; seeds sorted ascending by it and split into 4 groups of 256","diffs_cg_minus_ib":[0.4319,1.6104,0.8988,-0.361,0.691,0.4576,1.2052,0.1956,0.5698,0.7208,0.3008,0.7288,-0.3891,0.4167,-0.3998,4.0131,0.3839,0.7903,0.345,-0.346,0.4813,0.4158,0.7857,0.1336,0.1456,0.2117,-0.176,0.4058,0.1433,1.0625,0.037,0.4792,-0.332,-0.8177,-0.4264,1.8878,-0.102,0.2503,-0.2715,-0.2749,-0.947,0.0773,0.2391,-0.3004,-0.1231,0.4572,0.2349,0.0677,0.3724,-0.1534,-0.1246,0.5066,2.2658,-0.994,-0.2304,-0.6946,-0.1852,-0.8715,-0.8167,-0.1873,0.7963,0.6439,0.8512,0.2809,-0.3138,-0.224,0.532,-0.2648,0.2398,0.0202,0.6927,0.1273,0.126,-1.036,-1.1188,0.6891,-0.8565,-1.1975,-0.6952,-0.0506,0.9876,-0.3309,-0.4921,0.2158,1.7719,1.1738,0.4255,-0.1105,1.2811,-0.0139,0.4611,0.0041,0.7883,-0.822,0.6891,0.6421,0.2665,-0.1724,0.9714,-1.5465,-0.0819,0.3827,0.9737,1.5565,0.3837,0.4706,-0.4812,0.6565,0.0514,-0.0177,0.1683,1.3794,-0.6599,-0.3613,-0.5852,0.6893,0.4149,0.4531,0.4619,0.2972,-0.108,0.4806,0.2037,0.6668,0.3833,0.0255,0.4625,0.1019,1.1453,-0.6607,-1.0412,0.0611,-0.1142,0.3896,-0.2824,0.6499,-0.3165,-0.24,0.2688,-0.458,-0.0125,-0.3495,0.1188,-0.05,0.2028,0.432,0.1016,-0.566,0.3001,0.442,-0.3443,-0.5986,0.1076,-0.0491,0.2982,0.2444,-0.0776,0.403,-1.6305,0.3814,-0.1706,-0.317,0.7007,0.2819,0.2989,0.4179,-0.3009,0.1122,0.2053,0.5065,-0.5168,-0.2176,0.1349,-0.648,0.0699,0.6449,0.3286,0.2203,-0.2032,-0.367,0.4195,0.2222,0.4949,-0.21,-0.0071,0.8056,-0.1047,-1.8081,0.9773,0.684,0.8444,-0.2053,0.5458,0.1328,0.1754,0.8464,-0.5698,-2.737,1.3881,0.1059,0.1045,2.3733,0.8553,0.0449,0.0394,0.3135,-0.4027,0.3683,-0.8026,0.8855,-0.1852,0.1359,1.2885,0.529,1.443,1.2482,-0.9827,-0.1959,0.8297,0.8462,-0.2422,0.5884,0.6044,0.7538,0.6007,0.9408,-0.3175,-0.6218,0.4921,0.4203,-0.7057,-0.2086,-0.2028,-0.4562,0.0028,-0.1054,-0.0611,-1.026,-0.6045,0.6361,-0.3085,0.1167,-0.2081,-0.2872,0.0553,-0.6417,0.2179,-0.9341,1.8928,-0.0129,-0.3542,0.5641,-0.5098,-0.5802,-0.0965,1.0464,0.1261,0.2104,0.027,0.593,0.0871,0.0311,0.0993,0.0999,0.0785,0.1635,0.1961,0.5676,0.4853,-0.0963,0.8373,0.5206,0.8479,0.9673,0.518,-0.2292,2.0307,-0.1455,0.1862,0.1979,-0.2353,-0.9153,0.5124,-0.0914,0.3778,1.2213,0.4959,0.1358,0.2836,-0.1262,-0.4831,0.6194,-0.3124,0.1634,0.2244,-0.032,1.1349,0.4408,0.2914,0.7602,-0.0549,0.2779,0.9718,-0.747,0.7296,0.5871,-0.3913,-0.1897,0.6478,0.1107,0.8099,0.7675,-0.2249,0.3704,0.3078,-0.5195,-0.1989,-0.3561,0.7384,0.2042,-0.5105,0.8984,0.4821,-0.1466,0.4463,0.3403,0.6186,0.8227,0.8764,0.5692,0.451,0.6961,0.6862,0.3067,-0.4502,-0.5047,-0.3943,1.1363,0.3162,0.0011,-0.4917,-0.0191,-0.2808,0.1846,0.2634,-0.4948,0.6483,0.4428,-0.3717,-0.1584,1.5565,-0.7467,-1.2495,0.2382,0.1851,0.2682,-0.5776,-0.3644,-0.6228,0.259,0.2294,0.1964,0.5181,0.4457,-0.1715,0.1019,-0.1906,0.1757,0.0917,0.3259,0.3188,-0.1124,0.9897,0.071,0.2274,0.1593,0.5074,-0.2499,0.5814,0.0347,0.4652,-0.111,0.7393,0.0959,0.826,0.3036,0.1468,0.1725,-0.2866,-1.2432,0.6355,-0.9288,-0.6456,-0.6983,-0.0134,0.3509,0.1443,-0.0227,0.8283,-0.451,-0.2268,0.5374,-1.2559,0.1932,-0.141,-0.6441,0.6595,0.4041,1.099,0.4382,0.3998,-0.5853,0.1833,0.5138,0.624,-0.3069,-0.0418,0.5908,-0.1042,0.2565,0.8722,0.2428,0.3405,0.8904,-0.762,0.5187,0.3796,0.7409,0.5312,0.9472,-0.2486,0.8412,0.3642,0.746,-1.0842,-0.5308,-0.1705,-0.2286,-1.5118,0.564,-0.1519,-0.3562,-0.8413,-0.0832,-0.2236,-0.3186,0.7568,0.2672,-0.3605,-0.0972,0.2355,0.6085,-1.3882,0.1778,-0.1092,-0.0224,-0.4907,-0.6711,0.5842,-0.4941,-0.4145,0.6525,0.2442,0.0566,-1.243,1.4099,0.3375,0.1272,-0.9826,0.2929,0.4063,1.0913,0.2053,0.4269,1.7612,-0.6384,-1.3846,0.5165,0.2899,1.4853,-1.0456,-0.6665,-0.2912,-0.1993,-0.2493,0.5018,0.2578,0.4496,0.5902,-0.6181,-0.2524,2.2941,0.1217,-0.1065,-0.5094,-0.0405,-0.6293,0.4597,0.3854,-0.366,0.6788,0.7332,0.3388,0.3471,0.9798,0.0914,-0.253,0.3579,0.4708,0.1824,0.2061,0.2294,0.1633,0.2869,0.1112,0.2454,0.5298,0.6526,0.148,2.8017,0.2082,0.508,0.5758,0.6758,-0.5319,0.8263,0.2522,0.8338,0.7719,-0.2433,0.5353,0.9785,-0.5384,0.6183,0.1397,0.7917,0.8661,-0.4356,-0.7895,1.2316,0.4505,0.724,1.9167,0.8171,0.8598,-0.1304,0.1868,-0.2364,-0.4889,-1.7076,-0.0142,0.1833,0.2935,1.1961,-0.0878,0.7495,-0.571,0.4881,0.5329,1.3217,-0.0046,0.627,0.318,0.0455,-0.0432,-0.6862,-0.1066,0.503,-0.1362,-2.4228,0.634,-0.405,1.1487,-0.0878,0.955,2.2595,-0.4406,1.988,0.2655,0.8497,1.1291,0.7559,0.7955,1.2049,0.9665,0.4935,-0.2043,0.2663,-0.4224,0.5829,0.6872,0.927,-0.0168,0.3753,1.2983,1.545,0.3225,0.8224,0.6586,0.5742,-0.6933,0.9696,0.6166,-0.1309,0.8974,-0.0907,0.365,0.0263,-0.2467,-1.1861,-0.2844,-0.0281,-1.0083,-0.6243,0.7372,0.7951,0.3806,0.1148,0.8017,0.9741,0.4969,-0.0356,-0.0916,0.5086,-0.1834,-0.2543,-0.1099,-0.2521,0.454,-0.0142,0.8319,0.4158,0.2453,-2.8761,0.7866,0.6298,0.1406,0.4133,-0.0335,0.7172,-1.6491,0.2708,-0.0162,-0.7308,0.1183,1.665,0.4663,-0.7699,0.7998,0.5113,0.6576,0.8134,0.6922,0.0237,0.5639,0.9809,1.3422,0.3982,0.9643,0.6922,0.526,-0.426,-0.5978,-0.2983,0.4637,0.2242,0.2174,0.4423,-0.203,-0.3453,-0.0022,-0.6648,0.0169,-1.3922,-0.1513,0.3774,-0.4948,0.8094,0.3951,0.653,-2.3553,-0.0573,-0.2489,1.2325,1.6228,-0.2224,-2.477,-0.0267,0.0735,0.3735,0.0217,-1.261,-1.0986,-0.3571,1.1329,0.5961,-0.5054,0.7987,-0.2267,0.0093,-0.1029,0.1734,-0.0171,-1.8314,0.0784,0.9624,0.6463,0.0753,0.7915,1.2975,0.0049,0.7347,1.1206,0.1118,0.3984,-0.2175,0.3643,-0.4817,-0.3286,-0.5726,0.1519,0.5688,0.168,-0.1378,0.425,-0.178,0.7062,0.3729,0.1456,0.6212,0.1554,0.5043,0.2156,0.9459,-0.7724,1.1768,-0.4377,0.6297,-0.1948,0.5629,-0.1727,0.3506,-0.0685,0.2955,-0.012,-0.1577,-0.3231,0.7314,-0.0155,-0.3462,0.3672,0.799,0.4773,0.4394,0.5935,-0.143,-0.2313,0.0225,-0.019,-0.483,0.1093,0.0517,-0.0136,0.4029,0.5246,0.1591,0.6641,0.2144,-0.0767,-0.3495,0.2464,-0.2028,-0.3229,0.3629,1.8474,-0.7635,0.9732,-0.7314,-0.0274,0.0078,0.0361,0.1024,-0.3317,0.2728,0.9414,0.5736,-0.5619,-1.0586,0.5118,0.7717,2.0105,-0.9152,-0.5625,0.4435,-0.403,0.1375,0.0942,1.1541,-0.002,0.2156,0.0392,0.4139,-0.3148,0.0223,0.429,-0.9158,0.8636,-0.1415,0.6643,0.4653,-0.1348,1.2704,1.4344,0.3341,0.1459,0.0516,0.471,0.3948,0.7965,0.7708,1.0736,0.3205,0.3847,-0.0155,0.2366,0.2796,0.0613,0.9077,0.2483,-0.4496,0.6116,0.2018,1.0587,0.1954,0.6394,-0.1469,-0.7487,0.185,-0.1732,0.3627,-0.6323,0.0365,-0.7901,-0.3087,0.321,0.5857,-0.5587,1.0609,1.128,0.1744,0.02,0.1945,0.654,0.0361,0.1315,-0.0352,0.3608,0.3218,0.1734,0.5744,-0.238,1.2635,-1.1691,0.5082,1.081,-0.7048,-1.2622,1.0631,0.4852,0.95,0.4011,-0.0811,-1.5708,0.34,1.6217,0.7238,-0.1515,0.1199,0.5828,0.0695,0.3125,-0.0648,1.0787,0.2993,-1.2449,-0.9102,0.6563,0.1935,0.1592,-0.3296,-0.5156,-0.871,0.9731,0.5573,0.7394,-0.0694,1.214,-0.8051,0.0078,-0.0462,0.0545,0.8428,-0.7162,0.0448,0.1878,0.4784,0.2272,-1.5806,-0.2877,0.1269,-0.0468,0.5962,1.3852,-0.0975,-1.1086,-0.0928,1.8321,0.8052,0.0174,1.3496,0.5291,0.8944,0.6146,-0.6575,-0.414,0.4107,0.594,0.1936,1.2412,-0.2373,-0.1381,0.0237,-0.2176,-0.3392,-0.3092,-0.4785,0.6795,-0.2317,1.1304,0.093,0.0514,-0.8434,0.4108,-0.0405,-0.2541,0.0356,1.594,-0.8479,0.1792,-0.1918,-0.339,0.4528,0.3044,0.9177,0.5558,0.429,0.3991,-0.1379,-0.1767,0.7729,0.2915,1.0423,0.8069,-0.0196,0.1155,-0.1068,0.0169,-0.5568,-0.3883,-0.024,-0.253,0.25,0.1295,-0.193,-0.1438,0.7533,-0.2508,0.4706,0.1201,0.1398,0.6528,-0.4606,-0.2147,0.4458,0.1044,-0.202,-1.3027,0.8358,0.2301,-1.1664,0.0354,-0.1988,0.9297,0.683,0.6279,-0.1458,-0.7787,1.215,0.0077,0.0313,1.1699,0.338,0.2455,-0.3469,-0.1195,0.8094,0.1946,0.2492,0.457,-1.3168,1.6322,0.3911,0.7317,-0.5588,-0.1444,0.6435,-0.6916,-1.2608,2.197,-0.3087,-0.6173,2.1525,0.5781,-0.0124],"mean_edge":{"HA":{"edge":522.7449460513438,"retail":551.7289436144579,"arb":-28.98399756311404,"retail_volume_y":77312.60052865063},"IB":{"edge":523.4035852146981,"retail":552.7499237239392,"arb":-29.346338509241185,"retail_volume_y":77942.94768902971},"CG":{"edge":523.5822658438905,"retail":552.4856138405298,"arb":-28.903347996639397,"retail_volume_y":77906.07852135527}},"gas":{"HA":{"afterSwap":{"calls":10857903,"ok":10857903,"peak":233761,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"afterInitialize":{"calls":1024,"ok":1024,"peak":243147,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"getName":{"calls":1024,"ok":1024,"peak":21654,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"oog_total":0,"revert_total":0,"other_failures_total":0},"IB":{"afterSwap":{"calls":11011205,"ok":11011205,"peak":237142,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"afterInitialize":{"calls":1024,"ok":1024,"peak":243227,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"getName":{"calls":1024,"ok":1024,"peak":21735,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"oog_total":0,"revert_total":0,"other_failures_total":0},"CG":{"afterSwap":{"calls":11006378,"ok":11006378,"peak":237860,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"afterInitialize":{"calls":1024,"ok":1024,"peak":243237,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"getName":{"calls":1024,"ok":1024,"peak":21745,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"oog_total":0,"revert_total":0,"other_failures_total":0}},"valid":true,"max_abs_arb_volume_reconstruction_error":8.69079158292152e-05,"cg_code_zb64":"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","cg_code_sha256":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","notes":["All four artifact JSONs hash to their URL ids; decoded CG, IB, HA code and all seven kit files match their sha256.","SETUP ran verbatim from the pinned checkout (exit 0, StarterStrategy validated). Kit unit tests: 9 tests OK.","Each arm (HA, IB, CG) ran alone against the 30 bps VanillaStrategy with amm_sim_rs.run_batch(code, vanilla, configs, 8) on identical configs; configs built per seed with the kit sim.market_config (MatchRunner._build_configs draw order, rng seeded by the seed) and build_config(seed=seed).","Seeds 7400000..7401023 run once each, ascending, in 16 chunks of 64 (about 111 s per chunk for 3 arms); full 1,024 completed, no chunk repeated. State saved per chunk under scratch/.","gas_stats_reset() was called before each arm in each chunk; gas totals are summed over chunks (Submission role only), peaks are maxima over chunks.","retail/arb split from the kit harness.decompose (arb volume reconstruction checked against the engine; max abs error shown). retail_delta + arb_delta = mean_diff.","wins counts seeds with diff > 0. se = sample std (ddof 1)/sqrt(n). No code or weight was changed; no search was run."]}