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model,project,session_id,orchestrator_time,LLM_OVERHEAD,Tool_OVERHEAD,Framework_OVERHEAD,total_classified,residual,LLM_ratio,Tool_ratio,Framework_ratio,residual_ratio
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_024412,761810,756750,2167,136,759053,2757,0.9933579238917841,0.0028445412898229216,0.0001785222036990421,0.0036190126146938848
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_025816,765860,761150,1949,105,763204,2656,0.993850050923145,0.0025448515394458516,0.00013710077559880846,0.0034679967618103345
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_031223,752060,748120,1346,115,749581,2479,0.9947610562986995,0.0017897508177539014,0.00015291333138303307,0.0032962795521635983
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_032617,728620,725420,922,113,726455,2165,0.9956081359281928,0.0012654058356893854,0.00015508770003548822,0.0029713705360823266
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_033946,818750,815290,1183,104,816577,2173,0.9957740458015268,0.0014448854961832056,0.00012702290076334045,0.00265404580152672
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_035446,822170,818520,1583,345,820448,1722,0.9955605288443997,0.001925392558716567,0.00041962124621426795,0.0020944573506694072
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_040949,1090870,1088060,919,102,1089081,1789,0.9974240743626647,0.0008424468543456143,9.3503350536679e-05,0.0016399754324529848
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_042922,822810,818490,1951,107,820548,2262,0.994749699201517,0.0023711427911668552,0.0001300421725549938,0.00274911583476116
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_044426,1189990,1182960,4416,116,1187492,2498,0.994092387330986,0.003710955554248354,9.747981075472387e-05,0.0020991773040109976
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_050537,2392290,2383650,1975,189,2385814,6476,0.9963883977277008,0.0008255688064574103,7.90037997066613e-05,0.0027070296661350812
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_054908,636640,632390,2089,105,634584,2056,0.9933243277205326,0.0032812892686604673,0.0001649283739633471,0.003229454636843491
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_060106,1267430,1252540,2369,130,1255039,12391,0.9882518166683759,0.0018691367570595608,0.00010256976716664736,0.009776476807397886
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_062335,323400,321070,445,102,321617,1783,0.9927952999381572,0.001376004947433519,0.0003153988868274922,0.0055132962275818145
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_063020,575450,572530,445,106,573081,2369,0.9949257103136674,0.0007733078460335389,0.00018420366669568176,0.0041167781736033155
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_064117,688720,686340,488,112,686940,1780,0.9965443140899057,0.0007085608084562668,0.0001626205134162054,0.002584504588221754
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_065407,796570,794020,500,104,794624,1946,0.9967987747467265,0.000627691226132041,0.00013055977503545463,0.002442974252105937
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_070846,884990,880430,2088,104,882622,2368,0.9948473994056429,0.0023593486932055726,0.00011751545215203293,0.0026757364489994823
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_072453,583170,579260,2027,106,581393,1777,0.9932952655314917,0.003475830375362244,0.00018176517996459338,0.0030471389131812854
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_073558,2679260,2672510,1803,197,2674510,4750,0.9974806476415128,0.0006729470077558728,7.352776512926068e-05,0.0017728775856021642
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_082201,595850,591360,1911,95,593366,2484,0.9924645464462533,0.0032071830158596957,0.00015943609968942186,0.004168834438197786
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_083534,430200,426920,1255,104,428279,1921,0.9923756392375639,0.002917247791724779,0.00024174802417480058,0.004465364946536609
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_084404,644230,640230,1613,125,641968,2262,0.9937910373624327,0.002503764183599025,0.000194030082423979,0.0035111683715442366
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_085609,758410,755250,1015,104,756369,2041,0.9958333882728342,0.0013383262351498526,0.00013712899355224295,0.0026911564984638124
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_091009,567140,563120,1592,104,564816,2324,0.9929118030821312,0.002807067038121099,0.00018337623867127628,0.004097753641076399
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_092058,714420,710120,1666,94,711880,2540,0.9939811315472692,0.002331961591220851,0.00013157526385032818,0.0035553315976595895
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_093413,1049790,1045250,2273,112,1047635,2155,0.9956753255412988,0.002165194943750655,0.00010668800426747458,0.0020527915106832795
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_095305,1932690,1914170,4316,226,1918712,13978,0.9904175009960209,0.002233156895311716,0.00011693546300761313,0.007232406645659828
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_102641,1258580,1255180,1303,123,1256606,1974,0.9972985428022058,0.0010352937437429484,9.772918686140975e-05,0.0015684342671897738
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_104900,1308310,1302030,3247,104,1305381,2929,0.995199914393378,0.002481827701385757,7.949186354900616e-05,0.0022387660416872605
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_111211,494810,491360,1334,94,492788,2022,0.9930276267658293,0.0026959843172126674,0.0001899719084093339,0.004086417008548718
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_112402,1243730,1240190,876,123,1241189,2541,0.9971537230749441,0.0007043329339969286,9.889606265049736e-05,0.002043047928408485
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_114608,1124180,1120310,1251,115,1121676,2504,0.9965574907932893,0.0011128111156576347,0.0001022967852122395,0.0022274013058408196
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_120614,551570,548080,1305,95,549480,2090,0.9936726072846601,0.0023659734938448417,0.00017223561832604807,0.0037891836031689868
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_121646,590360,586950,1244,104,588298,2062,0.9942238634053798,0.0021071888339318384,0.00017616369672744328,0.0034927840639608003
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_122758,816860,812740,1624,424,814788,2072,0.9949562960605243,0.0019881007761427903,0.0005190607937712264,0.002536542369561634
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_124257,2020130,2017730,460,114,2018304,1826,0.9988119576462902,0.00022770811779439937,5.643201180111733e-05,0.0009039022241143004
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_131759,1081050,1075310,2587,115,1078012,3038,0.9946903473474861,0.0023930438000092503,0.00010637805836921283,0.002810230794135552
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_133722,564660,559900,2301,94,562295,2365,0.9915701484078915,0.0040750185952608655,0.00016647185917189318,0.004188361137675584
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_134808,1098610,1095420,1305,103,1096828,1782,0.9970963308180336,0.0011878646653498512,9.37548356559214e-05,0.0016220496809604187
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_140748,507680,504680,856,105,505641,2039,0.9940907658367476,0.00168610148124803,0.00020682319571382933,0.004016309486290551
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_141951,774070,770990,911,114,772015,2055,0.9960210316896404,0.0011768961463433539,0.00014727350239657653,0.0026547986616196856
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_143407,755000,750720,2032,114,752866,2134,0.9943311258278148,0.00269139072847682,0.00015099337748337413,0.002826490066225034
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_144805,1418240,1414590,1586,104,1416280,1960,0.997426387635379,0.001118287454873646,7.333032490976177e-05,0.0013819945848375708
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_151304,1230900,1226900,1337,113,1228350,2550,0.9967503452758143,0.001086197091559021,9.180274595847247e-05,0.0020716548866682545
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_153457,614150,610280,1682,103,612065,2085,0.9936986078319628,0.0027387446063665225,0.00016771147113900977,0.003394936090531503
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_154632,459860,456690,1251,102,458043,1817,0.9931065976601573,0.002720393163136606,0.0002218066368025444,0.003951202539903588
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_155534,961400,955490,3654,115,959259,2141,0.9938527147909298,0.0038007073018514665,0.00011961722488037745,0.002226960682338336
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_161256,1120780,1116280,2407,111,1118798,1982,0.9959849390602973,0.0021476114848587593,9.903816984592145e-05,0.0017684112849981248
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_163259,1089660,1082660,1853,209,1084722,4938,0.9935759778279462,0.0017005304406879208,0.00019180294770849502,0.004531688783657381
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_165231,1259100,1255820,800,105,1256725,2375,0.9973949646572947,0.000635374473830514,8.339289969029197e-05,0.0018862679691845187
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_171708,826450,822340,1632,104,824076,2374,0.9950269223788492,0.0019747111137999878,0.00012583943372256447,0.0028725270736283345
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_173216,742660,739590,932,95,740617,2043,0.9958662106482105,0.001254948428621442,0.0001279185630032666,0.002750922360164822
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_174600,860380,856740,1650,112,858502,1878,0.9957693112345708,0.001917757270043469,0.00013017503893632745,0.0021827564564493936
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_180141,650550,647980,459,92,648531,2019,0.9960494965798168,0.0007055568365229423,0.00014141879947729785,0.003103527784182973
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_181353,1031790,1017330,2173,121,1019624,12166,0.9859855203093654,0.002106048711462604,0.00011727192548862642,0.011791159053683458
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_183227,831060,824990,3477,93,828560,2500,0.9926960748923063,0.004183813443072702,0.00011190527759722124,0.0030082063870238013
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_184740,1158260,1153990,1881,104,1155975,2285,0.9963134356707475,0.0016239877056964758,8.978985719961021e-05,0.0019727867663563055
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_190820,2477550,2472560,1031,186,2473777,3773,0.9979859135032589,0.0004161369094468325,7.507416601070505e-05,0.0015228754212835453
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_195100,431910,428690,841,104,429635,2275,0.9925447431177792,0.0019471649186173043,0.00024079090551270424,0.005267301058090753
DeepSeek-R1,write_a_book_with_flows-MCP,run_20251109_195933,1174300,1158900,3083,142,1162125,12175,0.9868858043089501,0.002625393851656306,0.00012092310312512952,0.010367878736268377
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_095908,340150,336390,1204,125,337719,2431,0.9889460532118184,0.0035396148757900906,0.0003674849331174706,0.007146846979274135
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_100610,486800,483270,928,134,484332,2468,0.9927485620377978,0.0019063270336894004,0.00027526705012328377,0.005069843878389518
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_101539,312290,308950,1515,113,310578,1712,0.9893048128342244,0.004851260046751417,0.00036184315860273873,0.005482083960421368
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_102214,346360,343010,1404,122,344536,1824,0.9903279824460102,0.004053585864418522,0.00035223466913044576,0.005266197020440866
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_102922,388460,385010,889,115,386014,2446,0.9911187767080264,0.0022885239149461984,0.00029604077639897323,0.006296658600628336
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_103712,428920,425540,878,114,426532,2388,0.9921197426093443,0.0020470017718921944,0.000265783829152167,0.005567471789611327
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_104544,361620,358680,882,122,359684,1936,0.9918699186991868,0.002439024390243903,0.00033737072064594237,0.005353686189923222
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_105307,496370,492490,1679,123,494292,2078,0.9921832503978887,0.003382557366480649,0.00024779902089166865,0.004186393214739069
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_110247,333640,330210,833,116,331159,2481,0.9897194580985493,0.0024967030332094476,0.00034768013427652854,0.007436158733964566
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_110941,359580,355970,1453,124,357547,2033,0.9899605094832863,0.004040825407419767,0.0003448467656710474,0.005653818343623001
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_111917,371770,368010,1656,115,369781,1989,0.9898862199747154,0.00445436694730613,0.0003093310380072226,0.005350082039971191
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_112650,378540,375110,901,106,376117,2423,0.9909388703967876,0.0023801976013102977,0.00028002324721296176,0.006400908754689073
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_113431,364930,361500,1459,102,363061,1869,0.9906009371660318,0.0039980270188803325,0.000279505658619394,0.005121530156468441
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_114158,340420,337200,1205,115,338520,1900,0.9905410962928148,0.0035397450208565877,0.0003378179895422733,0.005581340696786423
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_114900,348330,344630,1264,104,345998,2332,0.9893778887836249,0.0036287428587833364,0.00029856745040614014,0.006694800907185533
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_115610,339210,336040,1193,125,337358,1852,0.9906547566404293,0.003516995371598714,0.000368503287049132,0.0054597447009228275
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_120312,328290,325090,1194,102,326386,1904,0.9902525206372411,0.003637028237229278,0.0003107009046879401,0.005799750220841491
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_121001,359210,355780,1195,114,357089,2121,0.990451268060466,0.0033267448010912827,0.00031736310236347266,0.005904624036079279
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_121722,342920,339420,1436,133,340989,1931,0.9897935378513939,0.004187565612970953,0.00038784556164701844,0.0056310509739882185
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_122428,331420,327730,1212,113,329055,2365,0.9888660913644318,0.0036569911290809235,0.0003409570937181111,0.0071359604127691515
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_123337,369190,366210,867,123,367200,1990,0.9919282754137435,0.0023483843007665434,0.000333161786613855,0.005390178498875942
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_124109,318920,315950,823,102,316875,2045,0.9906873197040007,0.002580584472595008,0.0003198294243070038,0.006412266399097358
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_124748,358450,354790,1557,124,356471,1979,0.9897893709024971,0.004343702050495187,0.00034593388199185665,0.005520993165015841
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_125508,328930,325870,869,115,326854,2076,0.9906971088073451,0.0026418994922931933,0.00034961845985466476,0.006311373240506992
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_130159,331240,323000,1172,113,324285,6955,0.9751237773215796,0.0035382200217365044,0.00034114237410934133,0.02099686028257435
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_130854,326290,323180,910,122,324212,2078,0.9904686015507679,0.002788930092862178,0.0003739005179440944,0.006368567838425862
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_131542,551090,545120,2519,141,547780,3310,0.9891669237329653,0.00457094122557114,0.00025585657515104815,0.006006278466312531
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_132616,370090,366540,1450,125,368115,1975,0.9904077386581643,0.003917965900186439,0.0003377556810505169,0.005336539760598682
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_133348,322930,319070,1635,94,320799,2131,0.9880469451583932,0.0050630167528566555,0.00029108475521011113,0.006598953333540041
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_134032,352940,350050,841,124,351015,1925,0.9918116393721312,0.0023828412761375873,0.0003513345044484152,0.005454184847282695
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_135002,331630,328400,927,133,329460,2170,0.9902602297741459,0.002795283900732745,0.00040104936224103844,0.006543436962880366
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_135657,342350,338760,1310,124,340194,2156,0.989513655615598,0.003826493354753906,0.00036220242441941904,0.00629764860522875
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_140401,364320,361700,850,112,362662,1658,0.9928085199824331,0.0023331137461572245,0.00030742204655246697,0.004550944224857155
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_141126,794940,791020,875,116,792011,2929,0.9950688102246711,0.0011007120034216419,0.00014592296273930792,0.003684554809167954
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_142603,694500,690320,1619,124,692063,2437,0.9939812814974803,0.00233117350611951,0.0001785457163426857,0.0035089992800574486
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_143859,376430,373570,817,133,374520,1910,0.992402305873602,0.0021703902451983108,0.0003533193422416114,0.0050739845389581725
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_144637,706410,703120,867,116,704103,2307,0.9953426480372589,0.0012273325689047439,0.00016421058592056863,0.003265808807915945
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_145945,749520,745750,1733,112,747595,1925,0.9949701142064253,0.0023121464403885145,0.0001494289678726891,0.0025683103853135097
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_151336,367080,363390,1090,106,364586,2494,0.98994769532527,0.002969379971668301,0.000288765391740244,0.00679415931132155
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_152105,389940,386460,856,162,387478,2462,0.9910755500846286,0.0021952095194132434,0.0004154485305432491,0.006313791865415018
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_153113,404190,400610,965,126,401701,2489,0.9911427793859324,0.0023874910314456077,0.00031173458027189475,0.006157995002350179
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_153918,357080,353770,852,105,354727,2353,0.9907303685448642,0.002386019939509354,0.00029405175310855824,0.006589559762517909
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_154638,371580,368180,1255,124,369559,2021,0.9908498842779483,0.0033774691856397,0.00033371010280426676,0.0054389364336077245
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_155411,403400,399970,944,112,401026,2374,0.9914972731779872,0.002340109072880516,0.0002776400594943207,0.005884977689637853
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_160217,398660,394980,1265,122,396367,2293,0.9907690764059598,0.0031731299854512603,0.00030602518436770255,0.005751768424221299
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_161018,468520,464980,1359,115,466454,2066,0.9924442926662682,0.0029006232391360024,0.00024545376931616386,0.00440963032527967
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_161928,462760,459750,924,124,460798,1962,0.9934955484484399,0.00199671536001383,0.00026795747255598895,0.004239778718990259
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_162833,367520,364570,901,103,365574,1946,0.9919732259468871,0.002451567261645625,0.0002802568567696458,0.005294949934697504
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_163602,387110,383720,842,123,384685,2425,0.9912427992043605,0.0021750923510113407,0.0003177391439125583,0.006264369300715588
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_164351,473740,470040,1274,115,471429,2311,0.9921898087558575,0.00268923882298307,0.0002427491873179273,0.004878203233841422
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_165522,361420,358160,1192,123,359475,1945,0.9909800232416581,0.0032981019312710957,0.0003403242764650281,0.005381550550605766
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_170246,414830,411150,1341,93,412584,2246,0.9911288961743366,0.0032326495190801046,0.00022418822168121337,0.005414266084902066
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_171103,468830,464140,2131,116,466387,2443,0.989996373952179,0.004545357592304246,0.00024742443956228365,0.005210844015954575
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_172015,338220,335320,961,112,336393,1827,0.9914256992490095,0.0028413458695523623,0.0003311454083140996,0.005401809473123996
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_172714,334420,331450,967,121,332538,1882,0.9911189522157765,0.0028915734704862152,0.0003618204652833322,0.005627653848454054
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_173411,335050,331060,1504,124,332688,2362,0.9880913296522906,0.004488882256379644,0.00037009401581856267,0.007049694075511017
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_174108,362860,359190,1639,122,360951,1909,0.9898859064101857,0.004516893567767182,0.00033621782505635823,0.0052609821969907085
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_174833,364430,361450,896,102,362448,1982,0.9918228466372142,0.002458634031226848,0.00027988914194770973,0.005438630189611249
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_175558,358300,354830,951,114,355895,2405,0.990315378174714,0.0026542003907340217,0.00031816913201233193,0.006712252302539536
DeepSeek-V3-1,write_a_book_with_flows-MCP,run_20251103_180318,335340,332400,916,111,333427,1913,0.9912327786723922,0.002731556032683247,0.0003310073358382027,0.005704657959086333
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_121355,101500,94493,3005,105,97603,3897,0.9309655172413794,0.029605911330049254,0.001034482758620659,0.03839408866995065
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_121659,87390,81029,3605,115,84749,2641,0.9272113514132051,0.04125185948048976,0.001315940038905954,0.030220849067399077
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_121947,88200,82750,2710,102,85562,2638,0.9382086167800453,0.03072562358276644,0.0011564625850340575,0.029909297052154254
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_122236,104920,99500,2278,115,101893,3027,0.9483415935951202,0.021711780404117427,0.0010960731986274432,0.028850552802134832
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_122543,113500,107510,2980,125,110615,2885,0.9472246696035241,0.02625550660792952,0.0011013215859030211,0.025418502202643342
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_122859,101920,96910,2449,112,99471,2449,0.9508437990580849,0.02402864992150706,0.0010989010989011522,0.024028649921506905
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_123202,177730,168583,5132,150,173865,3865,0.9485342935914028,0.02887526022618579,0.0008439768187700165,0.021746469363641212
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_123621,102780,97370,2318,115,99803,2977,0.9473633002529676,0.022553025880521497,0.0011188947266003871,0.028964779139910527
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_123925,131070,121663,4953,162,126778,4292,0.9282291905088884,0.03778896772716868,0.0012359807736322674,0.03274586099031064
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_124257,88030,82590,2597,116,85303,2727,0.938202885379984,0.029501306372827444,0.0013177325911620597,0.03097807565602656
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_124800,97700,92280,2399,114,94793,2907,0.9445240532241554,0.024554759467758442,0.001166837256908949,0.029754350051177183
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_125059,90850,85220,2364,105,87689,3161,0.9380297193175564,0.02602091359383599,0.001155751238304942,0.03479361585030256
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_125352,150080,144490,2568,104,147162,2918,0.9627531982942429,0.017110874200426437,0.0006929637526653346,0.019442963752665285
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_125743,92780,87610,2269,114,89993,2787,0.9442767837896098,0.024455701659840484,0.0012287130847166569,0.030038801465832914
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_130036,83210,78320,2108,105,80533,2677,0.9412330248768178,0.025333493570484315,0.0012618675639948027,0.032171613988703024
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_130320,103120,97370,3301,113,100784,2336,0.9442397207137314,0.03201124903025601,0.0010958107059736875,0.022653219550038912
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_130625,172080,163941,3490,171,167602,4478,0.9527022315202232,0.020281264528126453,0.0009937238493725464,0.026022780102277893
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_131040,88910,83390,2680,105,86175,2735,0.9379147452480037,0.030142841075244637,0.0011809695197390869,0.030761444157012544
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_131330,95730,89820,3387,103,93310,2420,0.9382638671262926,0.03538075838295205,0.0010759427556670702,0.025279431735088287
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_131627,110280,103650,3903,105,107658,2622,0.939880304678999,0.035391730141458105,0.0009521218715996008,0.023775843307943287
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_132153,97760,91900,3156,114,95170,2590,0.9400572831423896,0.03228314238952536,0.0011661211129296314,0.02649345335515537
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_132452,91900,86150,2947,134,89231,2669,0.9374319912948856,0.03206746463547334,0.001458106637649816,0.02904243743199126
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_132745,100460,94352,3313,112,97777,2683,0.9391996814652599,0.03297829982082421,0.0011148715906829129,0.026707147123232914
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_133048,115980,111290,1938,94,113322,2658,0.959561993447146,0.016709777547853074,0.0008104845663045761,0.022917744438696337
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_133406,96020,90250,3137,105,93492,2528,0.9399083524265779,0.032670277025619664,0.0010935221828785714,0.026327848364923887
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_133704,98650,93430,2267,105,95802,2848,0.9470856563608718,0.022980233147491133,0.0010643689812467284,0.0288697415103904
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_134003,179990,173870,3517,112,177499,2491,0.965998111006167,0.01953997444302461,0.0006222567920441116,0.013839657758764294
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_134426,83080,77325,3250,135,80710,2370,0.9307294174289842,0.03911892152142513,0.001624939817043832,0.028526721232546827
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_134709,168750,160560,4132,154,164846,3904,0.9514666666666667,0.024485925925925918,0.0009125925925926132,0.023134814814814792
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_135119,104100,98720,2598,135,101453,2647,0.9483189241114315,0.024956772334293952,0.0012968299711814347,0.025427473583093097
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_135640,106050,100210,2778,96,103084,2966,0.944931636020745,0.026195190947666196,0.0009052333804808726,0.02796793965110791
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_135947,96090,90183,3231,132,93546,2544,0.9385263815173274,0.03362472681860756,0.0013737121448644267,0.026475179519200715
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_140244,87050,81409,2864,102,84375,2675,0.9351981619758762,0.03290063182079265,0.0011717403790925608,0.030729465824238585
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_140531,98680,92940,2723,106,95769,2911,0.9418321848398864,0.02759424402107823,0.0010741791649777584,0.02949939197405757
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_140831,106300,102320,1923,115,104358,1942,0.9625587958607715,0.01809031044214487,0.0010818438381938098,0.018269049858889868
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_141139,106340,100690,2775,92,103557,2783,0.9468685348880947,0.026095542599210084,0.0008651495204063993,0.026170772992288763
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_141448,100840,96590,1538,104,98232,2608,0.9578540261800873,0.01525188417294724,0.0010313367711227033,0.025862752875842818
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_141750,119960,112980,3775,135,116890,3070,0.9418139379793267,0.03146882294098033,0.001125375125041664,0.025591863954651378
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_142117,172260,128120,10692,132,138944,33316,0.7437594334146059,0.06206896551724137,0.000766283524904223,0.19340531754324844
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_142531,95220,88690,3241,105,92036,3184,0.9314219701743331,0.03403696702373451,0.0011027095148078926,0.03343835328712453
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_143042,106780,92962,11007,133,104102,2678,0.870593744146844,0.10308110132983704,0.0012455516014234793,0.02507960292189546
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_143351,114550,108150,3708,142,112000,2550,0.9441292012221737,0.032370144041903096,0.0012396333478829227,0.02226102138804038
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_143708,99190,93990,2300,124,96414,2776,0.947575360419397,0.023187821352958972,0.001250126020768282,0.027986692206875656
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_144008,107790,101930,2630,116,104676,3114,0.9456350310789499,0.024399294925317748,0.0010761666202801382,0.028889507375452306
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_144317,117260,110730,3747,94,114571,2689,0.9443117857752003,0.03195463073511855,0.0008016373870033417,0.02293194610267787
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_144636,139590,132520,3911,105,136536,3054,0.9493516727559279,0.028017766315638654,0.0007522028798626101,0.02187835804857083
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_145017,111510,105200,3201,105,108506,3004,0.9434131468029772,0.028705945655098198,0.0009416195856875136,0.02693928795623715
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_145331,125410,119590,2895,104,122589,2821,0.953592217526513,0.023084283549956144,0.0008292799617255339,0.022494218961805375
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_145656,104010,97490,3673,105,101268,2742,0.9373137198346313,0.035313912123834244,0.001009518315546791,0.026362849725987653
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_150001,133990,128350,2720,114,131184,2806,0.9579073065154117,0.02030002238973058,0.0008508097619225372,0.020941861332935168
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_150551,146470,141170,2757,105,144032,2438,0.9638151157233562,0.018822967160510684,0.0007168703488768818,0.016645046767256207
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_150940,123270,117240,3080,94,120414,2856,0.9510829885616939,0.024985803520726865,0.0007625537438144585,0.023168654173764746
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_151304,124580,120360,2258,113,122731,1849,0.9661261839781667,0.018124899662867233,0.0009070476802054298,0.014841868678760667
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_151630,127030,120750,3458,115,124323,2707,0.9505628591671259,0.027221916082815076,0.0009052979611115082,0.021309926788947553
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_151958,196840,187532,4602,252,192386,4454,0.9527128632391789,0.023379394432026,0.001280227596017028,0.022627514732778076
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_152437,180060,174030,2971,105,177106,2954,0.9665111629456847,0.016500055537043208,0.0005831389536821083,0.016405642563589957
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_152858,126690,122170,1876,112,124158,2532,0.9643223616702186,0.014807798563422524,0.0008840476754281974,0.019985792090930703
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_153227,107000,101030,2642,124,103796,3204,0.9442056074766355,0.024691588785046733,0.0011588785046728193,0.029943925233644933
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_153535,122300,117630,2702,93,120425,1875,0.9618152085036794,0.022093213409648406,0.0007604251839738347,0.015331152902698283
GPT-4o-mini,write_a_book_with_flows-MCP,run_20251103_153859,114050,107610,3382,114,111106,2944,0.9435335379219644,0.029653660675142485,0.0009995615957912641,0.02581323980710192
GPT-5,write_a_book_with_flows-MCP,run_20251104_045654,108310,104630,923,135,105688,2622,0.9660234512048749,0.008521835472255563,0.0012464223063429517,0.024208291016526634
GPT-5,write_a_book_with_flows-MCP,run_20251104_050005,191390,186060,1665,204,187929,3461,0.9721511050734104,0.008699514081195467,0.001065886409948165,0.018083494435446015
GPT-5,write_a_book_with_flows-MCP,run_20251104_050439,150780,145620,1168,172,146960,3820,0.9657779546358933,0.007746385462262896,0.0011407348454703903,0.02533492505637329
GPT-5,write_a_book_with_flows-MCP,run_20251104_050832,101890,98060,1832,122,100014,1876,0.9624104426342135,0.01798017469820394,0.001197369712435152,0.018412012955147477
GPT-5,write_a_book_with_flows-MCP,run_20251104_051135,114070,109910,1083,132,111125,2945,0.9635311650740774,0.009494170246339965,0.00115718418514942,0.025817480494433186
GPT-5,write_a_book_with_flows-MCP,run_20251104_051451,147050,141500,1687,182,143369,3681,0.962257735464128,0.011472288337300235,0.001237674260455787,0.025032301938115977
GPT-5,write_a_book_with_flows-MCP,run_20251104_051839,142580,138150,1334,132,139616,2964,0.968929723663908,0.009356150932809651,0.0009257960443262019,0.020788329358956165
GPT-5,write_a_book_with_flows-MCP,run_20251104_052224,117620,114740,834,123,115697,1923,0.9755143683047098,0.007090630845094372,0.0010457405203197132,0.016349260329876006
GPT-5,write_a_book_with_flows-MCP,run_20251104_052544,155350,150050,1556,161,151767,3583,0.9658834888960415,0.01001609269391696,0.0010363694882522965,0.02306404892178913
GPT-5,write_a_book_with_flows-MCP,run_20251104_052942,150110,145410,1303,151,146864,3246,0.9686896276064216,0.008680301112517485,0.0010059289854106737,0.021624142295650108
GPT-5,write_a_book_with_flows-MCP,run_20251104_053549,147560,142530,1292,168,143990,3570,0.965912171320141,0.008755760368663592,0.0011385199240985704,0.02419354838709692
GPT-5,write_a_book_with_flows-MCP,run_20251104_053938,157260,151400,2171,153,153724,3536,0.9627368688795624,0.013805163423629654,0.0009729111026325521,0.02248505659417544
GPT-5,write_a_book_with_flows-MCP,run_20251104_054337,164210,158400,1802,171,160373,3837,0.9646184763412706,0.01097375312100359,0.0010413494915049496,0.023366421046220887
GPT-5,write_a_book_with_flows-MCP,run_20251104_054743,85210,80960,1787,113,82860,2350,0.9501232249735947,0.020971716934632085,0.0013261354301137478,0.02757892266165953
GPT-5,write_a_book_with_flows-MCP,run_20251104_055030,142890,136770,2098,171,139039,3851,0.9571698509342853,0.014682622996710757,0.0011967247533066607,0.026950801315697187
GPT-5,write_a_book_with_flows-MCP,run_20251104_055414,166960,161360,1680,130,163170,3790,0.9664590321034979,0.010062290368950646,0.000778629611883101,0.022700047915668375
GPT-5,write_a_book_with_flows-MCP,run_20251104_055823,148680,143420,1603,162,145185,3495,0.9646220069948882,0.010781544256120523,0.0010895883777241318,0.02350686037126699
GPT-5,write_a_book_with_flows-MCP,run_20251104_060214,158190,153960,1232,163,155355,2835,0.9732600037929071,0.007788102914217077,0.001030406473228308,0.01792148681964749
GPT-5,write_a_book_with_flows-MCP,run_20251104_060614,153770,147450,2670,162,150282,3488,0.9588996553293881,0.017363594979514858,0.0010535214931392592,0.0226832281979578
GPT-5,write_a_book_with_flows-MCP,run_20251104_061009,158080,152650,1651,163,154464,3616,0.9656503036437248,0.010444078947368419,0.0010311234817812656,0.022874493927125414
GPT-5,write_a_book_with_flows-MCP,run_20251104_061623,147220,141150,2138,163,143451,3769,0.9587691889688903,0.01452248335823937,0.001107186523570193,0.025601141149300018
GPT-5,write_a_book_with_flows-MCP,run_20251104_062013,132090,127340,1211,152,128703,3387,0.964039669922023,0.009167991520932697,0.0011507305624952223,0.025641607994549172
GPT-5,write_a_book_with_flows-MCP,run_20251104_062347,129930,125120,1625,181,126926,3004,0.9629800661894865,0.012506734395443699,0.001393057800354044,0.02312014161471576
GPT-5,write_a_book_with_flows-MCP,run_20251104_062719,158840,153160,1909,172,155241,3599,0.9642407454041805,0.012018383278771088,0.0010828506673383176,0.022658020649710155
GPT-5,write_a_book_with_flows-MCP,run_20251104_063120,143960,138170,1547,162,139879,4081,0.9597804945818283,0.010746040566824116,0.001125312586829668,0.028348152264517843
GPT-5,write_a_book_with_flows-MCP,run_20251104_063505,167840,162790,1553,151,164494,3346,0.9699118207816969,0.00925285986653956,0.0008996663489038648,0.019935653002859717
GPT-5,write_a_book_with_flows-MCP,run_20251104_063915,166740,160780,2081,181,163042,3698,0.9642557274799088,0.012480508576226462,0.0010855223701570725,0.022178241573707784
GPT-5,write_a_book_with_flows-MCP,run_20251104_064324,158190,152830,1938,121,154889,3301,0.9661166951134714,0.012251090460838228,0.0007649029647891916,0.02086731146090119
GPT-5,write_a_book_with_flows-MCP,run_20251104_064724,138460,133470,1221,171,134862,3598,0.963960710674563,0.008818431315903506,0.0012350137223746114,0.02598584428715884
GPT-5,write_a_book_with_flows-MCP,run_20251104_065104,147870,142560,1402,174,144136,3734,0.9640900791235545,0.009481301142895786,0.0011767092716577017,0.02525191046189207
GPT-5,write_a_book_with_flows-MCP,run_20251104_065707,164620,159950,1414,143,161507,3113,0.9716316364961729,0.00858947879965982,0.0008686672336290972,0.018910217470538206
GPT-5,write_a_book_with_flows-MCP,run_20251104_070114,134950,129370,1990,160,131520,3430,0.9586513523527234,0.014746202297147088,0.0011856243052982597,0.02541682104483126
GPT-5,write_a_book_with_flows-MCP,run_20251104_070452,150410,143970,2273,162,146405,4005,0.9571836978924274,0.015112027125855992,0.0010770560468055575,0.026627218934911025
GPT-5,write_a_book_with_flows-MCP,run_20251104_070846,141860,136650,1665,154,138469,3391,0.9632736500775412,0.011736923727618776,0.0010855773297617612,0.023903848865078382
GPT-5,write_a_book_with_flows-MCP,run_20251104_071231,149830,144770,1621,161,146552,3278,0.9662283921778017,0.010818928118534334,0.0010745511579791705,0.02187812854568467
GPT-5,write_a_book_with_flows-MCP,run_20251104_071622,96740,93330,1157,145,94632,2108,0.9647508786437874,0.01195989249534835,0.0014988629315690033,0.021790365929295355
GPT-5,write_a_book_with_flows-MCP,run_20251104_071920,123470,118180,1910,161,120251,3219,0.9571555843524745,0.015469344780108528,0.0013039604762290545,0.02607111039118798
GPT-5,write_a_book_with_flows-MCP,run_20251104_072245,129390,123300,2656,151,126107,3283,0.952932993276142,0.02052708864672695,0.001167014452430662,0.02537290362470042
GPT-5,write_a_book_with_flows-MCP,run_20251104_072617,103030,100190,842,103,101135,1895,0.9724352130447443,0.008172376977579346,0.0009997088226729538,0.018392701155003358
GPT-5,write_a_book_with_flows-MCP,run_20251104_072921,170910,164340,2212,192,166744,4166,0.9615587151132176,0.012942484348487507,0.0011233982797965098,0.024375402258498442
GPT-5,write_a_book_with_flows-MCP,run_20251104_073549,128800,122880,2111,161,125152,3648,0.9540372670807455,0.016389751552795026,0.0012500000000001483,0.028322981366459263
GPT-5,write_a_book_with_flows-MCP,run_20251104_073920,149960,144820,1250,169,146239,3721,0.9657241931181647,0.008335556148306214,0.0011269671912510035,0.024813283542277964
GPT-5,write_a_book_with_flows-MCP,run_20251104_074312,134300,128010,2377,182,130569,3731,0.9531645569620254,0.01769918093819806,0.0013551749813851338,0.027781087118391407
GPT-5,write_a_book_with_flows-MCP,run_20251104_074646,125420,120090,1869,143,122102,3318,0.957502790623505,0.014901929516823467,0.0011401690320523947,0.026455110827619182
GPT-5,write_a_book_with_flows-MCP,run_20251104_075013,174760,168730,1987,153,170870,3890,0.965495536736095,0.011369878690775919,0.0008754863813230514,0.022259098191805993
GPT-5,write_a_book_with_flows-MCP,run_20251104_075430,132050,126240,1871,152,128263,3787,0.9560015145778114,0.014168875425975004,0.0011510791366906282,0.02867853085952317
GPT-5,write_a_book_with_flows-MCP,run_20251104_075805,155540,150630,1211,161,152002,3538,0.9684325575414685,0.0077857785778577835,0.001035103510351021,0.022746560370322636
GPT-5,write_a_book_with_flows-MCP,run_20251104_080203,133080,127800,1723,150,129673,3407,0.9603246167718664,0.012947099489029152,0.0011271415689813736,0.0256011421701231
GPT-5,write_a_book_with_flows-MCP,run_20251104_080538,130430,123910,2197,162,126269,4161,0.950011500421682,0.01684428429042398,0.001242045541669881,0.031902169746224035
GPT-5,write_a_book_with_flows-MCP,run_20251104_080910,140720,135660,1581,161,137402,3318,0.9640420693575895,0.01123507674815236,0.0011441159749858475,0.0235787379192724
GPT-5,write_a_book_with_flows-MCP,run_20251104_081506,149910,144830,2026,155,147011,2899,0.9661130011340139,0.013514775531985858,0.001033953705556675,0.01933826962844355
GPT-5,write_a_book_with_flows-MCP,run_20251104_081858,159510,153850,2007,152,156009,3501,0.9645163312644978,0.012582283242429944,0.000952918312331544,0.021948467180740693
GPT-5,write_a_book_with_flows-MCP,run_20251104_082300,124500,119030,1925,169,121124,3376,0.9560642570281125,0.01546184738955823,0.0013574297188754774,0.027116465863453853
GPT-5,write_a_book_with_flows-MCP,run_20251104_082627,164100,158050,2203,181,160434,3666,0.9631322364411942,0.013424741011578303,0.0011029859841560298,0.02234003656307145
GPT-5,write_a_book_with_flows-MCP,run_20251104_083034,160060,154740,1850,161,156751,3309,0.9667624640759713,0.011558165687867047,0.0010058727977007376,0.020673497438460916
GPT-5,write_a_book_with_flows-MCP,run_20251104_083435,146460,140410,1933,174,142517,3943,0.9586917929810186,0.013198142837634846,0.0011880376894715002,0.026922026491874994
GPT-5,write_a_book_with_flows-MCP,run_20251104_083824,155190,148750,2408,143,151301,3889,0.9585024808299504,0.015516463689670726,0.0009214511244281248,0.025059604355950834
GPT-5,write_a_book_with_flows-MCP,run_20251104_084222,156620,150530,1865,153,152548,4072,0.9611160771293579,0.011907802324096535,0.0009768867322181446,0.025999233814327324
GPT-5,write_a_book_with_flows-MCP,run_20251104_084621,136830,131180,1512,172,132864,3966,0.9587078856975807,0.011050208287656212,0.0012570342761091746,0.028984871738653863
GPT-5,write_a_book_with_flows-MCP,run_20251104_085000,138400,132430,1801,173,134404,3996,0.956864161849711,0.013013005780346816,0.0012499999999998847,0.028872832369942467
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_040701,185870,183330,0,134,183464,2406,0.9863345348899769,0.0,0.0007209339861192561,0.012944531123903836
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_041129,202780,199210,13,122,199345,3435,0.982394713482592,6.41088864779564e-05,0.0006016372423315378,0.016939540388598493
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_041614,188950,186790,11,123,186924,2026,0.9885684043397724,5.821645938078857e-05,0.0006509658639851872,0.01072241333686166
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_042044,243840,240160,0,125,240285,3555,0.9849081364829397,0.0,0.000512631233595815,0.014579232283464479
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_042609,229180,224890,0,124,225014,4166,0.9812810891002705,0.0,0.0005410594292695644,0.01817785147046001
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_043118,204890,200710,0,131,200841,4049,0.9795988091170872,0.0,0.0006393674654692947,0.01976182341744354
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_043604,196870,194720,0,95,194815,2055,0.9890790877228628,0.0,0.0004825519378270588,0.010438360339310239
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_044043,198790,194500,0,125,194625,4165,0.9784194375974647,0.0,0.0006288042658081213,0.02095175813672716
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_044524,217000,211780,0,115,211895,5105,0.9759447004608296,0.0,0.0005299539170507005,0.023525345622119637
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_045022,189160,187040,0,125,187165,1995,0.9887925565658702,0.0,0.0006608162402200512,0.010546627193909792
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_045707,155000,153070,0,122,153192,1808,0.9875483870967743,0.0,0.0007870967741935248,0.011664516129032212
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_050103,198510,194680,13,124,194817,3693,0.9807062616492873,6.548788474132285e-05,0.0006246536698402863,0.018603596796131095
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_050543,188820,186050,0,134,186184,2636,0.9853299438618791,0.0,0.0007096705857429811,0.013960385552377904
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_051013,168070,165470,364,104,165938,2132,0.9845302552507884,0.0021657642648896295,0.0006187897899684396,0.012685190694353574
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_051422,210240,206670,370,125,207165,3075,0.9830194063926939,0.0017598934550989345,0.0005945585996955015,0.01462614155251163
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_051914,208430,204450,0,113,204563,3867,0.9809048601448926,0.0,0.0005421484431224061,0.018552991411984927
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_052405,158740,156800,0,133,156933,1807,0.9877787577170215,0.0,0.0008378480534204809,0.011383394229557869
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_052805,211320,208330,0,102,208432,2888,0.985850842324437,0.0,0.0004826802952868208,0.01366647738027625
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_053257,226500,221530,0,105,221635,4865,0.9780573951434878,0.0,0.0004635761589404306,0.021479028697571786
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_053805,181510,177260,11,144,177415,4095,0.9765853121040167,6.0602721613134264e-05,0.0007933447192991444,0.022560740455071185
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_054443,170180,167850,379,102,168331,1849,0.9863086144082737,0.002227053707838759,0.0005993653778352142,0.010864966506052353
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_054854,132140,129060,377,123,129560,2580,0.9766913879219011,0.0028530346602088697,0.0009308309368850766,0.019524746481004877
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_055227,164990,162590,0,155,162745,2245,0.9854536638584156,0.0,0.0009394508758107267,0.01360688526577371
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_055634,165010,160780,0,113,160893,4117,0.9743651899884856,0.0,0.0006848069813950642,0.02495000303011933
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_060041,177120,173840,0,133,173973,3147,0.9814814814814813,0.0,0.0007509033423667119,0.017767615176152034
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_060458,186500,183560,14,105,183679,2821,0.9842359249329757,7.506702412868633e-05,0.0005630026809650926,0.015126005361930437
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_060927,198540,194630,0,142,194772,3768,0.9803062355192909,0.0,0.0007152211141330263,0.018978543366576152
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_061407,190900,185730,12,115,185857,5043,0.9729177579884757,6.286013619696175e-05,0.0006024096385541715,0.026416972236773213
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_061839,213850,211200,0,115,211315,2535,0.9876081365443069,0.0,0.0005377601122281236,0.01185410334346503
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_062334,165010,161880,0,104,161984,3026,0.981031452639234,0.0,0.0006302648324344577,0.018338282528331508
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_062954,173640,170430,0,114,170544,3096,0.9815134761575675,0.0,0.0006565307532825355,0.01782999308914999
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_063409,166050,163940,0,114,164054,1996,0.9872929840409514,0.0,0.0006865401987353253,0.012020475760313214
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_063816,184180,180040,0,112,180152,4028,0.9775219893582365,0.0,0.0006081007709850706,0.021869909870778387
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_064240,212950,208450,364,125,208939,4011,0.9788682789387179,0.0017093214369570322,0.0005869922517021441,0.018835407372622927
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_064734,154780,152790,11,115,152916,1864,0.9871430417366585,7.106861351595813e-05,0.0007429900503941435,0.01204289959943148
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_065130,213960,209290,0,124,209414,4546,0.9781734903720322,0.0,0.0005795475789867042,0.02124696204898108
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_065625,207180,203940,376,103,204419,2761,0.9843614248479584,0.0018148469929529876,0.0004971522347717892,0.013326575924316861
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_070114,162230,158890,14,142,159046,3184,0.9794119460025891,8.62972323244776e-05,0.0008753004992911485,0.019626456265795286
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_070517,202720,200790,15,103,200908,1812,0.9904794790844514,7.39936858721389e-05,0.0005080899763220281,0.008938437253354439
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_071001,199440,196440,612,94,197146,2294,0.9849578820697954,0.0030685920577617327,0.000471319695146505,0.011502206177296343
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_071657,222210,217680,10,104,217794,4416,0.979613878763332,4.5002475136132486e-05,0.00046802574141583823,0.01987309302011609
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_072200,172980,170350,0,115,170465,2515,0.9847959301653372,0.0,0.0006648167418199778,0.01453925309284286
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_072615,209080,204350,0,124,204474,4606,0.9773770805433327,0.0,0.0005930744212741476,0.022029845035393125
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_073106,185780,181070,359,143,181572,4208,0.9746474324469803,0.0019323931531919473,0.0007697276348368502,0.02265044676499084
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_073533,206020,201880,14,125,202019,4001,0.9799048636054752,6.795456751771672e-05,0.0006067372099797343,0.01942044461702722
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_074021,183770,181260,0,123,181383,2387,0.9863416226805245,0.0,0.0006693149045001191,0.012989062414975397
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_074447,181360,178530,13,123,178666,2694,0.9843956771063078,7.168063520070577e-05,0.0006782090868990111,0.014854433171592504
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_074910,154970,152460,529,92,153081,1889,0.9838033167709878,0.0034135639155965674,0.0005936632896689372,0.01218945602374678
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_075306,179100,174970,0,113,175083,4017,0.9769402568397544,0.0,0.0006309324399775446,0.022428810720268144
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_075727,157740,154230,0,104,154334,3406,0.9777481932293648,0.0,0.0006593127932038664,0.02159249397743125
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_080340,146360,144400,13,94,144507,1853,0.9866083629406941,8.882208253621206e-05,0.0006422519814157197,0.01266056299535398
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_080727,183240,179000,0,135,179135,4105,0.9768609473913992,0.0,0.0007367387033398325,0.022402313905260957
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_081151,196720,192950,0,136,193086,3634,0.9808357055713706,0.0,0.0006913379422528361,0.01847295648637665
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_081630,191280,187330,0,122,187452,3828,0.9793496445002092,0.0,0.0006378084483479338,0.020012547051442925
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_082102,141190,137750,364,102,138216,2974,0.9756356682484595,0.0025780862667327716,0.0007224307670514931,0.021063814717756143
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_082442,169500,166430,354,134,166918,2582,0.9818879056047198,0.002088495575221239,0.000790560471976487,0.01523303834808239
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_082853,157040,154380,15,136,154531,2509,0.9830616403464087,9.551706571574121e-05,0.0008660213958226702,0.015976821192052893
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_083252,127590,125060,378,132,125570,2020,0.9801708597852496,0.002962614624970609,0.0010345638372913073,0.015831961752488518
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_083621,198980,192610,0,125,192735,6245,0.967986732334908,0.0,0.0006282038395818497,0.03138506382551012
Gemini-2.5-flash,write_a_book_with_flows-MCP,run_20251104_084101,232760,225760,13,133,225906,6854,0.9699261041416051,5.5851520879876264e-05,0.0005714040213094538,0.029446640316205593
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_045204,111120,107700,944,96,108740,2380,0.9692224622030237,0.008495320374370051,0.0008639308855291584,0.02141828653707712
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_045516,145930,142790,980,124,143894,2036,0.9784828342355925,0.0067155485506749804,0.0008497224696772341,0.013951894744055377
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_045903,123970,120950,536,134,121620,2350,0.9756392675647333,0.0043236266838751316,0.0010809066709687855,0.018956199080422752
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_050227,104390,101990,442,122,102554,1836,0.9770092920777853,0.004234122042341221,0.0011686943193792837,0.017587891560494284
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_050533,125820,123210,505,123,123838,1982,0.9792560801144493,0.004013670322683198,0.0009775870290891556,0.015752662533778407
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_050900,100130,98020,0,112,98132,1998,0.9789273943872967,0.0,0.0011185458903423783,0.01995405972236098
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_051202,137800,135270,13,105,135388,2412,0.9816400580551524,9.433962264150942e-05,0.0007619738751816832,0.017503628447024303
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_051541,122330,119910,453,124,120487,1843,0.9802174446170197,0.0037030981770620453,0.0010136515981361064,0.01506580560778214
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_051904,99130,96120,485,105,96710,2420,0.9696358317361042,0.0048925653182689405,0.0010592151719963012,0.024412387773630605
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_052204,170340,167700,11,103,167814,2526,0.9845015850651637,6.457672889515087e-05,0.0006046730069272892,0.014829165199013965
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_052831,111080,109160,12,124,109296,1784,0.9827151602448686,0.00010803024846957149,0.0011163125675189582,0.016060496939142885
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_093408,120290,117520,0,107,117627,2663,0.9769723169008231,0.0,0.0008895170005820099,0.022138166098594914
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_093730,101300,98600,376,115,99091,2209,0.9733464955577493,0.0037117472852912143,0.00113524185587375,0.021806515301085634
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_094031,117080,115160,0,103,115263,1817,0.9836009566108643,0.0,0.0008797403484796852,0.015519303040655902
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_094349,110260,108380,14,101,108495,1765,0.9829493923453654,0.0001269726101940867,0.0009160166878287601,0.01600761835661178
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_094701,130310,128260,0,114,128374,1936,0.9842682833243804,0.0,0.0008748369273270943,0.014856879748292369
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_095032,109480,105630,771,94,106495,2985,0.9648337595907929,0.007042382170259408,0.0008586043112897279,0.027265253927658013
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_095342,98450,96020,427,93,96540,1910,0.9753174200101574,0.0043372270187912645,0.0009446419502286864,0.019400711020822574
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_095641,126190,124200,23,172,124395,1795,0.984230129170299,0.0001822648387352405,0.0013630240114111997,0.014224581979554654
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_100007,434140,426420,0,124,426544,7596,0.982217717786889,0.0,0.0002856221495369474,0.01749666006357397
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_101057,111280,108830,445,96,109371,1909,0.9779834651329979,0.003998921639108555,0.0008626887131561153,0.017154924514737397
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_101409,99960,97990,12,113,98115,1845,0.9802921168467389,0.00012004801920768308,0.0011304521808722379,0.01845738295318126
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_101710,83600,80360,749,135,81244,2356,0.961244019138756,0.00895933014354067,0.001614832535885165,0.028181818181818117
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_101955,128120,125790,0,106,125896,2224,0.981813924445832,0.0,0.0008273493599749531,0.017358726194192972
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_102325,119970,117190,727,103,118020,1950,0.9768275402183879,0.006059848295407185,0.0008585479703259869,0.016254063515878873
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Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_103305,92860,89940,849,103,90892,1968,0.9685548136980399,0.009142795606289037,0.0011091966401034171,0.02119319405556756
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Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_103913,125900,123620,14,114,123748,2152,0.981890389197776,0.00011119936457505957,0.0009054805401112901,0.017092930897537623
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_104455,88700,86590,0,112,86702,1998,0.9762119503945883,0.0,0.0012626832018037542,0.022525366403607878
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Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_111108,124520,122190,13,115,122318,2202,0.9812881464824926,0.00010440089945390299,0.0009235464182460381,0.01768390619980736
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Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_112522,115910,113610,13,105,113728,2182,0.9801570183763265,0.0001121559830903287,0.0009058752480372433,0.018824950392545836
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Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_120208,106180,102260,1435,123,103818,2362,0.9630815596157467,0.013514786212092672,0.0011584102467507272,0.0222452439254099
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_120514,147020,142920,387,141,143448,3572,0.9721126377363625,0.0026322949258604273,0.0009590531900423403,0.024296014147734826
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_120903,102690,99810,386,127,100323,2367,0.9719544259421561,0.003758885967474925,0.0012367319115785267,0.02304995617879058
Gemini-2.5-flash-nothinking,write_a_book_with_flows-MCP,run_20251103_121208,119080,116100,736,124,116960,2120,0.9749748068525363,0.006180718844474303,0.0010413167618408287,0.017803157541148487
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Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_100700,240180,237030,767,123,237920,2260,0.9868848363727205,0.0031934382546423517,0.0005121159130651613,0.00940960945957195
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_101221,282760,278090,2293,135,280518,2242,0.9834842269062102,0.008109350686094214,0.00047743669543079723,0.007928985712264884
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_101826,324480,321440,1358,102,322900,1580,0.9906311637080867,0.004185157790927021,0.0003143491124260255,0.004869329388560283
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_102511,331080,328300,783,104,329187,1893,0.9916032378881238,0.0023649873142442914,0.00031412347468867994,0.005717651322943183
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_103204,818290,814810,1343,123,816276,2014,0.995747228977502,0.0016412274377054588,0.00015031345855369757,0.002461230126238876
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_104704,431010,427200,1725,113,429038,1972,0.991160297904921,0.004002227326512145,0.0002621748915338381,0.004575299877032969
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_105537,535230,530830,1674,105,532609,2621,0.9917792350951925,0.0031276273751471326,0.00019617734431921893,0.004896960185341058
Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_110553,466330,461280,2529,114,463923,2407,0.9891707589046385,0.005423198164390024,0.00024446207621213375,0.005161580854759467
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Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_120527,376930,371620,1982,151,373753,3177,0.9859125036478922,0.005258270766455309,0.00040060488684906363,0.008428620698803397
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Qwen3-235b,write_a_book_with_flows-MCP,run_20251104_134728,585610,580940,2136,115,583191,2419,0.9920254094021619,0.003647478697426615,0.0001963764279980985,0.0041307354724133515
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