data/processed/RQ2/RecruitmentAssistant-H_A2A/performance_breakdown_summary.csv

model,project,session_id,orchestrator_time,LLM_OVERHEAD,Tool_OVERHEAD,A2A_OVERHEAD,Framework_OVERHEAD,LangGraph_Framework_OVERHEAD,CrewAI_Framework_OVERHEAD,AutoGen_Framework_OVERHEAD,Server_OVERHEAD,retry_time_ms,total_classified,residual,LLM_ratio,Tool_ratio,A2A_ratio,Framework_ratio,Server_ratio,residual_ratio,retry_ratio_vs_orch
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GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_232804,29080,26970,417,820,41,13,18,10,780,0,29028,52,0.9274415405777167,0.014339752407152684,0.028198074277854146,0.001409903713892692,0.026822558459422295,0.0017881705639613498,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_232909,44970,43430,466,790,53,20,28,5,180,0,44919,51,0.9657549477429398,0.010362463864798757,0.017567267066933474,0.0011785634867689755,0.0040026684456304935,0.0011340893929283461,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233032,40550,39000,482,790,38,2,29,7,190,0,40500,50,0.9617755856966707,0.011886559802712702,0.01948212083847109,0.0009371146732428068,0.004685573366214516,0.0012330456226883198,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233149,75740,74200,461,800,50,1,38,11,180,0,75691,49,0.9796672828096118,0.006086612094005811,0.010562450488513299,0.0006601531555320929,0.0023765513599154735,0.0006469500924217165,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233341,58700,57220,455,750,58,9,39,10,170,0,58653,47,0.9747870528109028,0.007751277683134584,0.01277683134582625,0.0009880749574106198,0.0028960817717205664,0.0008006814310051813,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233518,50220,48650,528,770,51,13,29,9,170,0,50169,51,0.9687375547590603,0.010513739545997611,0.015332536837913174,0.0010155316606929542,0.0033851055356431334,0.0010155316606927066,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233644,41880,40330,487,770,63,14,28,21,180,0,41830,50,0.962989493791786,0.011628462273161414,0.018385864374403024,0.0015042979942693766,0.004297994269340988,0.0011938872970392613,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233802,54100,52600,467,740,52,8,29,15,180,0,54039,61,0.9722735674676524,0.008632162661737525,0.013678373382624755,0.0009611829944546568,0.0033271719038817115,0.0011275415896489288,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_233933,55920,54370,474,780,56,8,28,20,180,0,55860,60,0.9722818311874105,0.008476394849785409,0.013948497854077289,0.0010014306151645376,0.003218884120171637,0.0010729613733907256,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234105,46900,45350,481,760,64,13,29,22,190,0,46845,55,0.9669509594882728,0.010255863539445631,0.01620469083155646,0.0013646055437100226,0.004051172707889191,0.0011727078891257937,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234228,52770,51260,464,740,67,22,19,26,170,0,52701,69,0.9713852567746825,0.008792874739435286,0.01402311919651319,0.0012696607921166858,0.0032215273829827706,0.0013075611142695208,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234358,40770,39250,469,780,58,12,37,9,170,0,40727,43,0.9627176845719891,0.01150355653666912,0.019131714495952953,0.001422614667647776,0.004169732646553858,0.0010546970811871291,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234516,57370,55860,458,750,62,12,28,22,170,0,57300,70,0.9736796234966012,0.00798326651560049,0.013073034687118719,0.001080704200801802,0.0029632211957469202,0.0012201499041309602,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234650,69840,68250,485,780,56,8,38,10,160,0,69731,109,0.977233676975945,0.006944444444444446,0.011168384879725,0.0008018327605956351,0.0022909507445590446,0.0015607101947309402,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_234837,49790,48280,476,750,54,16,28,10,180,0,49740,50,0.9696726250251054,0.009560152641092591,0.01506326571600725,0.001084555131552526,0.0036151837718417117,0.001004217714400425,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235003,53520,51940,515,780,43,4,28,11,170,0,53448,72,0.9704783258594917,0.009622571001494768,0.014573991031390088,0.0008034379671150501,0.003176382660687625,0.0013452914798206786,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235133,40700,39160,460,780,61,12,39,10,190,0,40651,49,0.9621621621621622,0.011302211302211304,0.01916461916461919,0.00149877149877141,0.0046683046683047,0.0012039312039313658,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235251,50650,49090,459,790,52,8,38,6,210,0,50601,49,0.9692003948667325,0.009062191510365254,0.015597235932872657,0.0010266535044422605,0.004146100691016799,0.0009674234945705723,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235418,67120,65560,480,770,63,15,38,10,170,0,67043,77,0.9767580452920143,0.007151370679380215,0.011471990464839153,0.0009386174016686225,0.002532777115613785,0.0011471990464836704,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235601,41480,39960,457,780,40,4,28,8,180,0,41417,63,0.9633558341369334,0.011017357762777244,0.01880424300867895,0.0009643201542911614,0.0043394406943104615,0.0015188042430087365,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235720,41470,39960,468,790,44,16,28,0,160,0,41422,48,0.9635881360019289,0.011285266457680252,0.019049915601639763,0.0010610079575597362,0.0038582107547624825,0.0011574632264287875,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251105_235838,49790,48170,549,780,62,11,28,23,180,0,49741,49,0.9674633460534244,0.011026310504117294,0.015665796344647473,0.0012452299658565855,0.0036151837718417655,0.0009841333601126048,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000004,54310,52450,512,1060,51,10,39,2,180,0,54253,57,0.9657521635058001,0.00942736144356472,0.01951758423863011,0.0009390535812925825,0.0033143067575032007,0.0010495304732092627,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000135,60330,58250,490,1300,43,0,29,14,170,0,60253,77,0.9655229570694513,0.008121995690369636,0.021548151831592786,0.0007127465605833866,0.002817835239516127,0.0012763136084867443,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000311,45050,43100,445,1240,52,7,28,17,170,0,45007,43,0.9567147613762487,0.009877913429522754,0.02752497225305215,0.001154273029966754,0.003773584905660356,0.0009544950055492155,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000432,65430,63170,740,1260,42,3,29,10,180,0,65392,38,0.9654592694482652,0.011309796729329054,0.01925722145804671,0.0006419073819349165,0.0027510316368638465,0.0005807733455600901,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000615,53060,51060,464,1260,67,17,38,12,170,0,53021,39,0.962306822465134,0.008744817188088958,0.02374670184696566,0.001262721447417987,0.003203920090463658,0.0007350169619297846,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000744,38570,36870,413,1020,38,9,29,0,180,0,38521,49,0.9559242934923516,0.010707803992740473,0.026445423904589,0.0009852216748767388,0.004666839512574624,0.0012704174228675004,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_000859,54220,52390,537,1030,45,7,28,10,170,0,54172,48,0.9662486167465881,0.009904094430099595,0.01899668019181121,0.000829952047214983,0.0031353744005901706,0.0008852821836959556,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_001031,63630,61800,457,1060,47,9,29,9,200,0,63564,66,0.9712399811409712,0.007182146786107183,0.016658808738016707,0.0007386452931008038,0.0031431714600031317,0.0010372465818009647,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_001939,47110,44450,570,1070,51,5,29,17,920,0,47061,49,0.9435364041604756,0.012099341965612399,0.022712799830184625,0.0010825727021862813,0.019528762470813008,0.0010401188707280724,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002103,64540,62730,507,1000,56,14,28,14,170,0,64463,77,0.971955376510691,0.00785559343043074,0.015494267121165209,0.0008676789587851676,0.002634025410598091,0.0011930585683296896,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002244,43560,41780,455,1040,55,8,29,18,170,0,43500,60,0.9591368227731863,0.010445362718089992,0.023875114784205672,0.001262626262626256,0.0039026629935721233,0.0013774104683196113,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002405,48520,46750,434,1050,54,17,28,9,180,0,48468,52,0.963520197856554,0.008944765045342128,0.02164056059356966,0.0011129431162406943,0.0037098103874691336,0.0010717230008245404,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002530,80130,78330,492,1000,51,12,28,11,180,0,80053,77,0.9775365031823285,0.006140022463496819,0.012479720454261803,0.0006364657431673329,0.0022463496817671695,0.0009609384749781378,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002726,48390,46390,702,1020,45,12,28,5,180,0,48337,53,0.9586691465178756,0.014507129572225668,0.021078735275883383,0.0009299442033478161,0.0037197768133912456,0.0010952676172763872,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_002852,50540,48870,445,940,56,7,29,20,180,0,50491,49,0.9669568658488326,0.00880490700435299,0.018599129402453476,0.0011080332409972309,0.003561535417491038,0.0009695290858727066,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003019,43280,41570,455,980,54,8,29,17,170,0,43229,51,0.9604898336414048,0.01051293900184843,0.022643253234750492,0.0012476894639555619,0.003927911275415915,0.0011783733826248135,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003138,42930,41240,472,910,57,8,39,10,190,0,42869,61,0.9606335895644073,0.010994642441183323,0.02119729792685774,0.0013277428371767878,0.004425809457255966,0.0014209177731188641,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003258,37900,36120,482,980,56,7,29,20,190,0,37828,72,0.9530343007915567,0.012717678100263852,0.025857519788918287,0.0014775725593667442,0.005013192612137225,0.001899736147757328,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003412,52940,51250,555,850,41,0,29,12,180,0,52876,64,0.9680770683792974,0.010483566301473367,0.016055912353607836,0.0007744616547034448,0.0034000755572345664,0.0012089157536834163,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003543,45720,43980,483,980,47,7,29,11,170,0,45660,60,0.9619422572178478,0.010564304461942257,0.0214348206474191,0.0010279965004374972,0.003718285214348147,0.0013123359580052992,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003706,48990,47340,470,900,41,0,29,12,180,0,48931,59,0.9663196570728717,0.009593794651969792,0.018371096142069852,0.0008369054909164485,0.0036742192284139924,0.0012043274137581487,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_003831,53000,51340,469,900,63,16,29,18,170,0,52942,58,0.968679245283019,0.008849056603773586,0.016981132075471722,0.0011886792452830137,0.0032075471698113363,0.0010943396226413722,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004001,48160,46520,484,890,48,2,29,17,170,0,48112,48,0.9659468438538207,0.01004983388704319,0.018480066445182755,0.00099667774086377,0.003529900332225894,0.00099667774086353,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004125,58080,56310,458,1020,56,14,29,13,170,0,58014,66,0.9695247933884297,0.007885674931129478,0.017561983471074388,0.0009641873278236465,0.002926997245179016,0.0011363636363638018,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004259,41950,40230,469,980,51,6,38,7,180,0,41910,40,0.9589988081048868,0.011179976162097737,0.023361144219308645,0.0012157330154946825,0.004290822407628185,0.0009535160905840082,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004417,69380,67390,690,970,55,6,39,10,210,0,69315,65,0.9713173825309889,0.009945229172672241,0.013980974344191382,0.0007927356586912999,0.0030268088786394665,0.0009368694148167126,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004604,56940,55130,493,1020,56,7,28,21,170,0,56869,71,0.9682121531436599,0.008658236740428522,0.017913593256059034,0.0009834913944503463,0.002985598876009803,0.0012469265893923069,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004737,81970,80190,503,970,53,16,29,8,180,0,81896,74,0.9782847383188972,0.006136391362693668,0.011833597657679695,0.0006465780163474813,0.0021959253385384755,0.0009027693058437511,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_004935,47840,46130,464,930,66,14,28,24,180,0,47770,70,0.9642558528428093,0.009698996655518396,0.019439799331103635,0.0013795986622074472,0.0037625418060200236,0.0014632107023411429,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005100,59580,57860,458,960,51,11,28,12,180,0,59509,71,0.9711312520980195,0.007687143336690166,0.016112789526686808,0.0008559919436052244,0.003021148036253787,0.0011916750587445109,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005237,44990,42910,850,950,46,7,28,11,180,0,44936,54,0.9537675038897532,0.018893087352745055,0.021115803511891535,0.001022449433207405,0.004000889086463652,0.001200266725939143,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005400,67400,65600,479,1010,59,9,29,21,180,0,67328,72,0.9732937685459939,0.007106824925816025,0.014985163204747744,0.0008753709198813475,0.0026706231454006945,0.0010682492581602777,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005544,51400,49780,482,840,40,2,28,10,200,0,51342,58,0.9684824902723734,0.009377431906614785,0.01634241245136183,0.0007782101167315528,0.0038910505836576084,0.0011284046692608353,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005713,70150,68420,502,890,52,14,29,9,200,0,70064,86,0.9753385602280826,0.007156094084105489,0.012687099073414119,0.0007412687099074116,0.002851033499643585,0.0012259444048467359,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_005900,71910,70220,479,880,42,7,29,6,170,0,71791,119,0.9764984007787513,0.0066611041579752485,0.012237519121123688,0.000584063412599129,0.0023640661938534517,0.0016548463356971987,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_010049,58020,56330,427,970,67,7,39,21,170,0,57964,56,0.9708721130644604,0.007359531196139263,0.016718372974836197,0.0011547742157876316,0.002930024129610493,0.0009651844191658822,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_010224,49510,47790,495,920,36,3,28,5,190,0,49431,79,0.9652595435265603,0.009997980206018988,0.018582104625328253,0.0007271258331650448,0.003837608563926434,0.0015956372450010225,0.0
GPT-5,intelligent_recruitment_platform-A2A_mix,run_20251106_010352,49850,48290,491,780,57,11,28,18,180,0,49798,52,0.9687061183550653,0.009849548645937813,0.015646940822467443,0.0011434302908726077,0.003610832497492454,0.001043129388164343,0.0
Gemini-2.5-flash,intelligent_recruitment_platform-A2A_mix,run_20251105_041750,198370,192270,3174,1100,54,9,29,16,770,0,197368,1002,0.9692493824671069,0.016000403286787316,0.005545193325603641,0.0002722185814387001,0.0038816353279225307,0.005051167011140846,0.0
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