august, "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: 20k Atoms", Higher Results Are Better "A",12.576,12.722,12.644 "B", "C", "D", "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: Rhodopsin Protein", Higher Results Are Better "A",12.969,12.257,12.469,12.788,12.395 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "A",2.442,2.426,2.43 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "A",51.962,51.98,52.134 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 4K", Higher Results Are Better "A",90.743,89.21,88.911 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "A",119.667,119.614,119.286 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p", Higher Results Are Better "A",7.21,7.065,7.004 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p", Higher Results Are Better "A",143.534,141.025,142.167 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 1080p", Higher Results Are Better "A",307.503,304.646,304.979 "B", "C", "D", "SVT-AV1 1.2 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p", Higher Results Are Better "A",441.58,452.163,446.495 "B", "C", "D", "Primesieve 8.0 - Length: 1e12", Lower Results Are Better "A",10.642,10.607,10.625 "B", "C", "D", "Primesieve 8.0 - Length: 1e13", Lower Results Are Better "A",134.054,134.504,134.517 "B", "C", "D", "Aircrack-ng 1.7 - ", Higher Results Are Better "A",72973.148,72543.75,72755.57 "B", "C", "D", "Node.js V8 Web Tooling Benchmark - ", Higher Results Are Better "A",14.54,14.73,14.59 "B", "C", "D", "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",3.2791695989999,3.2895753979997,3.3598928069996 "B",3.2805971849994 "C",3.4122069930017 "D",3.247298277005 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",84.494411786,85.218338533,85.349747751 "B", "C",84.620055434003 "D",84.480659909001 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0250537280003,5.0544702610005,5.0688299070007 "B",5.0935462639973 "C",5.0075940829993 "D",5.0698333449982 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",3.4354168880004,3.378246065,3.4249866210002 "B",3.4005006499974 "C",3.413159982003 "D",3.6043480750013 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",1.8957769430003,1.898576044,1.8974449690004 "B",1.8909452980006 "C",1.7388099119999 "D",1.9080846950019 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",1.6883843530004,1.7369216710003,1.6572263210001 "B",1.5614486049999 "C",1.4506350680022 "D",1.6690715520017 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.5610328169996,1.2823362920003,1.6567186540005 "B",1.5984039149989 "C",1.4712321690022 "D",1.4953497999959 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",3.2981029539997,3.3401312939995,3.3194980090002 "B",3.3051789990022 "C",3.4479370990011 "D",3.2618265759957 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",85.450052284999,85.283987843,84.678203281 "B",86.598433987001 "C",85.833979684001 "D",87.328201463999 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.1415879669994,4.9674554909998,5.0775461269996 "B",5.1054134240039 "C",5.0244246519942 "D",5.0851976690028 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",3.3807128990002,3.4367503310004,3.3820903420001 "B",3.4002756510017 "C",3.3759570600014 "D",3.2261243089961 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",1.8990374810001,1.9318367530004,1.8834105790002 "B",1.8678336229968 "C",1.9070979649987 "D",1.8741867690042 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",1.7371336839997,1.8229011939993,1.6302211690008 "B",1.7329452030026 "C", "D",1.8315776180025 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.5040432769993,1.3538326119997,1.4254541660002 "B",1.476680890999 "C",1.4146161370008 "D",1.411564783004 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",3.4949625569998,3.4935768999994,3.5169723689996 "B",3.3135266110039 "C",3.6253365640005 "D",3.4970711799979 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",85.056196201001,87.201665641,84.570243804 "B",86.361346847996 "C", "D",85.277828897997 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0845210529997,4.9907909809999,5.1119498069993 "B",5.0053369279995 "C",5.1132510759999 "D",5.1037680129957 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",3.3376184099998,3.3631670049999,3.3967440530005 "B",3.4569400980035 "C", "D",3.3823657040048 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",1.9853659679993,1.9860047689999,2.0390023069995 "B",2.0207428369977 "C",1.985852511003 "D",2.033146753005 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",1.9553435130001,1.9446855650003,1.8306959929996 "B",1.7907834799989 "C",1.8848550179973 "D",1.8777476649993 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.5808762679999,1.7331511350003,1.7358951039996 "B",1.6569072220009 "C",1.6698112119993 "D",1.6747183650004 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",3.7978247109995,3.8813809960002,3.6046031810001,3.698782857,3.66176903,3.5870624290001,3.7807149640003,3.6521124990004,3.6315216560006,3.6993178470002,3.7132412179999 "B",3.7650303940027 "C",3.725794142003 "D",3.8584848500032 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",84.834638322001,86.362214117,84.823232982,85.060051781,85.495462491,86.511806834,85.251145348,84.963191882001,85.570931797,84.800842135,85.229858498 "B", "C",85.261889316003 "D",85.199643525004 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0373774500003,4.9658848429999,4.9935391019999,5.0160684699995,5.0022746479999,5.0374374149997,5.0547083669999,5.0462423239996,5.0217147029998,4.9990341459998,5.1021124549998 "B",5.0268111440018 "C",5.0402703360014 "D",5.0332801289987 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",3.928702829,3.720672763,3.9252723649997,3.9533154180008,3.8385393690005,3.9113458539996,3.8715786619996,3.8002736460003,3.8655404010005,3.8422329730001,3.782293925 "B",3.9020198370054 "C",3.9491285900003 "D",3.8970389230017 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",2.4495638779999,2.4353664890004,2.3909392840005,2.5974892499999,2.4202687340003,2.4569257659996,2.4755741640001,2.520105134,2.4920193779999,2.4493601640006,2.4271953979996 "B",2.4234964839998 "C",2.3994161489973 "D",2.5496587529997 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",2.5861188449999,2.4816145920004,2.3995084500002,2.5042313040003,2.4317476080005,2.4818992950004,2.5584455589997,2.3711935279998,2.5501304790005,2.5113370990002,2.5010150150001 "B",2.4406323139992 "C",2.5338095219995 "D",2.3273627189992 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.8987797210002,2.0239881039997,1.9756154569995,2.0736665779996,1.9334250660004,1.9912971630001,1.9340032709997,2.2425236500003,1.9249757520001,1.9128866660003,1.8634655449996 "B",2.1201616640028 "C",1.9631030849996 "D",2.2302845480008 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",16.183052892,16.216434213,16.224397885 "B",16.192708828996 "C",16.187965546997 "D",16.091459224997 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",85.240332682,86.078831765,85.386177472999 "B", "C",85.947996522002 "D",85.494892692004 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0917468240004,5.041460679,5.0742495959994 "B",5.0566350770023 "C",5.0115616080002 "D",5.0263930119982 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",6.9012291609997,6.8832372490006,6.7366502360001 "B",6.7784898649988 "C",6.7042689750015 "D",6.9209302539966 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",10.279806771,10.24587522,10.150344999 "B",10.445702841003 "C",10.594833914001 "D",10.212364913998 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",11.942050354,12.28716639,11.458145931 "B",11.696619994997 "C",11.981708051004 "D", "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",11.876566662,11.844099557,11.592260624 "B",11.139746833003 "C",11.996486265001 "D",11.195960538003 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",15.730819765,15.913636001999,15.949955294001 "B",16.602136114001 "C",15.936548153004 "D",15.679452490003 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",85.671612721,86.145734281,85.025837646999 "B",86.113138100998 "C",85.927824637001 "D",84.900891856996 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0718502680002,5.0447253050006,5.0256526209996 "B",5.0870295669956 "C",5.0488441069974 "D",5.0560659469993 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",6.3973814480005,6.3765309069995,6.4379470889999 "B",6.3945073089999 "C",6.5116163880011 "D",6.5041195259982 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",9.8108574889993,10.13266316,10.094081546999 "B",9.9154667730036 "C",10.216176306996 "D",10.024167830001 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",11.142900601,11.314031569,11.404236887 "B", "C",11.454994787993 "D",11.719690286998 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",10.634093665,11.053923368,10.506329872999 "B",10.991941504995 "C",11.338432998004 "D",11.173427003996 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",30.196197048,31.079434112,30.404990161001 "B",30.416013712005 "C",31.685403441996 "D", "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",85.134435702,85.108840491001,85.290020104 "B",85.548773656999 "C", "D",85.746968343003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0509540330004,5.0473873230003,5.0807462809998 "B",5.0738990989994 "C",4.9976009390011 "D",5.0665984569932 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",10.644267780999,10.560588483,10.282717698 "B",10.191022856001 "C",10.132814582998 "D",10.563957318998 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",20.682949355,20.505961055,20.642300633001 "B",20.772970908001 "C",20.865986857003 "D",20.724323082002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",23.769286449,22.552305828,23.903697115 "B",23.785786854001 "C",24.105530950001 "D",23.035968627999 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",22.678707291,22.241472938,22.589884298 "B",23.599423063999 "C",22.884019357996 "D",23.004907770002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",29.693765387,29.693090824001,29.885824854999 "B",29.750382571998 "C",29.792730686997 "D",29.467434917002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",85.895846671,85.361034515001,85.631085250001 "B",84.912129535005 "C",87.035627295998 "D",85.909347772002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.067037883,5.0519183300003,5.0713650140005 "B",5.1002912789991 "C",5.0599105350047 "D",5.0836769760062 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",9.6444589059993,9.6154749030002,9.8679107490007 "B",9.8347405659952 "C",9.7485715209987 "D",9.6678835769999 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",19.940864308999,20.004818318001,20.062191168001 "B",19.748594162003 "C",19.443030695998 "D",20.180085861997 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",22.639402485001,22.308710331,22.770631769001 "B",22.138205239004 "C",21.403198868997 "D",22.290180994001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",21.397457703,22.063966374999,21.60530214 "B",21.675379873996 "C",21.217747823001 "D", "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",59.36834377,61.958913843999,60.993303199 "B",61.566079622004 "C",59.388861719999 "D", "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",88.104924576,85.570046550001,84.873442087999 "B", "C",85.095384681001 "D",85.362321323999 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",4.9956152780014,5.0455592939998,5.10613663 "B",5.0996159360002 "C",5.0226062779984 "D",5.0751265449944 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",30.167409105999,30.091755494001,30.465381771 "B", "C",30.380358145994 "D",30.772297727999 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",41.316347632001,40.922031708998,41.032223241999 "B", "C",40.569616598004 "D",40.925954537001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",45.559958156999,44.851234726999,45.105906848001 "B", "C",44.637563093005 "D",45.766072849001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",44.42424081,44.062859905,44.846824642 "B",44.528523310997 "C",45.160383312999 "D",45.682837754997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",56.563436489001,56.448143419,59.468906923001,56.112745793,60.235488744001,59.812165444,57.340244183999,57.737456570001,60.117080909 "B",56.464376707001 "C",56.366112070005 "D",59.743696702004 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",85.73575034,85.259262678001,85.806611624001,85.418570945001,85.872368980999,85.450109617001,86.349532545,85.472293223,84.670745769999 "B",85.764954135004 "C",85.049149903003 "D",85.386885817003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.1151943389996,5.0876441750006,5.1016352740007,5.0553904179997,5.0871082819995,4.9967219559985,5.0058525730001,5.0424898579986,5.0058874549995 "B",5.0955892299971 "C",5.1060258229991 "D",4.9902840180002 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",28.564397546999,28.490654132,28.808299180999,28.648159943999,28.542337546,28.342422117999,28.778938670999,28.507787277,28.473777752 "B",28.637760974001 "C",28.514590393002 "D",28.710794920997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",39.946836613,39.973054737,40.175803430999,39.729833207,38.522038588999,40.057569105,40.079811785999,40.16902963,39.86382237 "B",39.711022859003 "C",40.065602529998 "D",39.646098465004 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",44.392913366,44.064394895999,43.340600526999,44.195513228,44.039460759999,42.681949648,42.964648155999,43.022143036,44.213648895999 "B",43.453836422006 "C",44.389986228998 "D",43.964709432003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",42.872126377999,43.782656632,43.194053379,43.137168042,43.567411840999,43.116140347,43.380504509001,43.728820064,42.954569985999 "B",43.577757469997 "C",43.610675823002 "D",42.277981555002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",15.864137706001,15.944636556,15.899324237998 "B",16.172663097997 "C",16.914584368002 "D",15.960043922998 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",86.516246170999,85.200093845,86.012679723999 "B",86.032762468996 "C",86.154357201995 "D", "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0598572929994,5.0412795880002,5.046114675999 "B",5.0873167379978 "C",5.0167240689989 "D",5.0861781490021 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",6.9228475839991,6.8115000059988,6.8345506630012 "B",6.7488167569973 "C",6.6040642219959 "D",6.9286543869966 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",10.21306358,10.430549192,10.184417044002 "B",10.137023638999 "C",10.050406147995 "D", "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",11.068035251999,11.965520860998,11.074100491 "B",11.135204038001 "C",11.264346251002 "D",11.890284803005 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",10.915512493,11.027429464,11.041133852001 "B", "C",11.155892576004 "D",11.121941229998 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",16.383589477999,16.416436504,16.221811893 "B",16.239709027999 "C",16.509691560001 "D",16.245555575006 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",84.960189746,84.94987248,85.684476914999 "B",85.775517207003 "C",85.296917223997 "D", "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0111616739996,5.0201474229998,5.0673975750015 "B",5.0518318839968 "C",5.0160106589974 "D",5.0322743870056 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",7.1455294570005,7.2962241229998,7.4323441020006 "B",7.0603164040003 "C",7.266367076998 "D",7.3837641229984 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",10.637835726,10.373945931,10.443162830999 "B", "C",10.351923474998 "D",10.715512604002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",11.81945243,11.874422232999,11.967407222 "B",12.186534831002 "C",11.727409487001 "D",12.278246567002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",11.119188029001,11.068463139001,11.171036539001 "B",11.901672806998 "C",10.980286532998 "D",11.363818594997 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",29.138942768001,31.465515447999,30.284214777001,29.479103600001,29.356127462001,29.244811203998,29.281158436999,29.631213724,30.092416041 "B",30.534686838997 "C",29.370659100001 "D",29.336013359003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",85.570409145001,85.284917997,85.563992490001,85.690204864999,86.030604639,85.398945691,86.308064451001,84.950399215999,84.690447083 "B",85.439940837001 "C",84.978640804002 "D",85.851660943001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0159631859988,5.0373455920017,5.0190798249987,5.0000536799998,5.0801775259988,5.0001479189996,5.0237014140002,5.0933919010004,5.1393356650005 "B",5.2495674179954 "C",5.0498830200013 "D",5.0626393630009 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",10.154230245,10.217745781001,10.190733568999,10.328526935,10.135778712,9.9046046170006,10.337214846,10.155199618001,9.9868760270001 "B",10.002683518003 "C",10.273899387001 "D",10.033823366997 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",19.335035327,19.766005791,19.437426742999,19.503731675999,19.500337971,19.705751718,19.461331318,19.6082202,19.572302556 "B",19.660234136994 "C",19.451939924998 "D",19.527984093002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",21.922853021999,21.459111591001,22.480159911,22.2033214,21.807468409999,21.763058179,21.908710324,21.269646436,21.125274561999 "B",21.095224165001 "C",21.097723693994 "D",22.266356420005 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",20.625986916999,21.593892117,21.829782888,21.248348573999,21.394198796001,21.764416389,21.024336750999,21.107261501998,21.255651301 "B",20.427588662002 "C",20.800359585002 "D",22.012674191996 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",29.825311551,31.544472063,31.255614052001,29.818869450999,30.151741478001,29.583249597003,30.664364951001,31.586741184001,29.708660496999,31.347931619999,29.561705717999,29.830532649001 "B",31.201121006001 "C",30.407556516999 "D",31.166048177001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",87.456417975,86.084880524999,86.361578960001,85.118588400999,85.349541007001,85.740668990999,85.547983265998,85.682503563999,85.252300343,84.996611634,85.619212894002,86.032363068 "B",85.663698871002 "C",85.239654111996 "D",85.197311742995 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0634956260001,5.0253277210013,5.2430228920002,5.0590284980008,5.0263044430012,5.0431322229997,5.0969446189993,5.0694546300001,5.0014341269998,5.0576565169977,5.0760667389986,5.062612908001 "B",5.0713162809989 "C",5.0333670410037 "D",5.1238170509969 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",10.284359857,10.123909812,10.333931534999,10.503285698,10.612689182,10.341277378,10.372144100998,10.296303481999,10.110944623,10.386419784001,10.192659045002,10.290199676998 "B",10.246925651001 "C",10.471502024004 "D",10.060178436004 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",19.889554607,20.180668682,20.500070536,20.156352614,20.626603409999,19.978412028,20.027100561998,19.901516466001,19.917032549001,19.897825493001,20.629992075999,19.922734069001 "B",19.872390812001 "C",20.928784349999 "D",20.749406542003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",22.242249809999,22.609076584999,22.975839878,22.771233274001,23.557793420001,22.651208350999,23.195907748002,22.218520802999,22.444757720001,22.814202755999,23.852536841001,22.210554105 "B",22.013651059999 "C",23.557927036003 "D",23.281053565996 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",21.061245919,21.199288455,21.779810124001,22.070013652999,22.451460313001,22.154759457,22.479636688,21.488772669003,21.802292454999,21.814781057001,22.827895564998,21.477319703998 "B",22.119847049995 "C",22.805710077002 "D",21.672454446998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",60.464852547,56.500872265002,58.791627192,56.633177823001,57.848372165001,57.092656141001,59.807874972001,59.433056585,58.842168546998 "B",57.038592203004 "C", "D",56.969258083998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",85.136398736999,86.061032166999,86.199956096003,85.716496055,84.953055304999,85.288765715999,85.621088387998,85.216266908999,85.273860185 "B", "C",85.762373917001 "D",85.364504316996 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.0384029430024,5.0324603980007,5.0911448730003,5.0851401389991,5.058833482999,4.984735039001,5.1067601060022,5.0787381390001,5.0324227519995 "B",5.052823441998 "C",5.0393312519955 "D",5.0029883050011 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",26.575824961001,26.944666535001,26.828104619999,26.871026511999,26.558996638003,26.509833133998,26.694509097,27.168249326001,26.969763326 "B", "C",26.701523069998 "D",26.807576664003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",38.238505923,39.019369490998,38.585894065,39.135958736999,39.284436441001,38.209224671002,38.960768849,39.403895608,38.570184755001 "B", "C",38.187304719999 "D",38.159028987997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",42.322759932002,44.178283579,41.739964075001,45.229707889001,43.713602980999,44.118949183001,44.797808496001,43.115716636999,44.336962435002 "B",42.526462573995 "C",45.895718788001 "D",44.443356627999 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",42.863371493,42.456126015,42.414841205999,43.674099003001,43.067099501,42.606258569998,43.389758915,42.293907605999,42.570612921001 "B",42.515920898004 "C",43.381626410002 "D",42.846816926998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",60.252347801998,61.359000801,60.229560963002 "B",59.110781679003 "C",57.649207730006 "D",58.061668937997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",85.115019444998,84.846536140998,85.283224356001 "B",85.771183484998 "C",86.410517785996 "D",84.889937380998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",5.1078232020009,5.0780466020005,5.0049806759998 "B",5.0076273090017 "C",5.0940839250034 "D",5.040544098003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",22.686474547998,22.645162027999,23.211893022999 "B",22.771523372001 "C",22.546694417993 "D",23.135870348997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",39.989454407001,39.047178736,39.142763671 "B",39.034019842999 "C",39.057599858003 "D",39.145226836001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",44.452726019001,44.637434808999,44.047585909 "B",45.435662779004 "C",43.733724146005 "D",43.572496107998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",43.143338296999,44.396415030998,43.461759239999 "B",43.404227926003 "C",43.571725385998 "D",43.449623928005 "ASTC Encoder 4.0 - Preset: Fast", Higher Results Are Better "A",285.7139,284.0843,285.7447 "B", "C", "D", "ASTC Encoder 4.0 - Preset: Medium", Higher Results Are Better "A",98.3728,98.4341,98.476 "B", "C", "D", "ASTC Encoder 4.0 - Preset: Thorough", Higher Results Are Better "A",12.1392,12.0955,12.0763 "B", "C", "D", "ASTC Encoder 4.0 - Preset: Exhaustive", Higher Results Are Better "A",1.2791,1.2725,1.2737 "B", "C", "D", "Inkscape - Operation: SVG Files To PNG", Lower Results Are Better "A",19.053,17.191,17.248,17.468,17.333,17.407,17.418,17.371,17.341,17.462,17.326,17.31 "B", "C", "D", "AI Benchmark Alpha 0.1.2 - Device Inference Score", Higher Results Are Better "A", "B", "C", "D", "AI Benchmark Alpha 0.1.2 - Device Training Score", Higher Results Are Better "A", "B", "C", "D", "AI Benchmark Alpha 0.1.2 - Device AI Score", Higher Results Are Better "A", "B", "C", "D",