75f3 2p august, "OpenFOAM 9 - Input: motorBike - Mesh Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: motorBike - Execution Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Large Mesh Size - Mesh Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Large Mesh Size - Execution Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Small Mesh Size - Mesh Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Small Mesh Size - Execution Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Medium Mesh Size - Mesh Time", Lower Results Are Better "A", "B", "OpenFOAM 9 - Input: drivaerFastback, Medium Mesh Size - Execution Time", Lower Results Are Better "A", "B", "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: 20k Atoms", Higher Results Are Better "A", "B",26.156,25.923,26.515 "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: Rhodopsin Protein", Higher Results Are Better "A", "B",26.469,23.695,26.448,27.431,27.013,26.948,27.622,28.15,26.055,26.823,24.214,29.046,23.615,26.092,26.763 "SVT-AV1 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "A", "B",2.6,2.63,2.646 "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "A", "B",72.681,73.075,72.87 "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 4K", Higher Results Are Better "A", "B",124.623,126.178,127.386 "SVT-AV1 1.2 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "A", "B",169.002,183.894,174.092,169.931,170.646,172.435,177.684,166.395,168.573,168.004,165.885,179.004,165.253,173.797,166.555 "SVT-AV1 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p", Higher Results Are Better "A", "B",6.83,6.816,6.799 "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p", Higher Results Are Better "A", "B",157.31,156.046,153.909 "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 1080p", Higher Results Are Better "A", "B",342.44,338.378,334.444 "SVT-AV1 1.2 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p", Higher Results Are Better "A", "B",498.74,512.09,490.531 "Primesieve 8.0 - Length: 1e12", Lower Results Are Better "A", "B",3.15,3.153,3.212 "Primesieve 8.0 - Length: 1e13", Lower Results Are Better "A", "B",37.094,37.003,37.52 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",1858,1858,1854 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",1892,1887,1890 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",2211,2207,2206 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",29488,29685,29612 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",64526,64921,65479 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",30181,30131,30363 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",65708,65577,65820 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",35310,35429,35453 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",75527,76241,75682 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",467,466,466 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",477,475,475 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "A", "B",557,556,553 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",7450,7447,7450 "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",14923,15119,15023 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",7600,7655,7624 "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",15287,15255,15295 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "A", "B",8884,8853,8928 "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "A", "B",17835,17786,17935 "Aircrack-ng 1.7 - ", Higher Results Are Better "A", "B",277617.531,277429.406,277508.688 "Node.js V8 Web Tooling Benchmark - ", Higher Results Are Better "A", "B",11.89,11.71,11.74 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",3.9146275860003 "B",3.7291764410038,4.0107690669975,3.939908458,3.9298690270007,4.2201850409983,4.1322418839991,4.1670338910044,4.082470813999,4.3408654439991,4.0266937049964,3.8473215979975,4.0139934180042,3.8646530539991,3.9752580960048,3.9308659029994 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",23.765482599001 "B",23.974628697004,23.900439274999,23.905409143998,24.176424792997,24.11522403,23.939979934999,23.942139901003,23.917549375998,23.838239275996,24.118614970001,23.926995176,23.829572203002,23.849326456002,23.946692214005,23.936364859001 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.0749592559987 "B",3.0987896079969,2.0477319450001,2.2202469090043,2.1371158439943,3.2709366069976,2.0750027269969,3.0862169920001,2.0906752599985,2.125696887997,2.2039108960016,2.0765237650048,3.1178771799969,2.5837299449995,2.4359724690003,2.1377390310008 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",5.7246780570003 "B",6.6682063089975,5.8434234750021,5.9208007950001,5.7235889910007,5.9501501990017,5.9097165580024,5.8398959109982,5.7598805079979,5.7542656489968,6.3045562119951,6.0138498160013,6.1195145289967,5.977875959994,6.0892261900008,6.1076763430028 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",2.1057888590003 "B",2.030918204,3.1600522869994,3.0939352109999,2.7636172839993,2.1113694430023,2.5523404019987,2.0576508480008,2.8261395579975,3.2431549879984,2.2331501610024,2.2401704959993,2.1773956879988,2.3373933170005,2.3702714050014,2.203570449994 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",2.3734967889995 "B",2.3538862339992,2.695352652001,2.557387988003,2.5580687930051,2.2990139989997,2.3453449329972,2.3948335980022,2.3462811950012,2.3995514769995,2.3819790849957,2.5367103559984,2.2688478180062,2.3317658579981,2.3140209409976,2.2850368660002 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.4350189750003 "B",1.638449197002,1.7687526549998,1.8801122219957,1.6109897630013,1.5748128820051,1.5876264659964,1.6171593449981,1.5220174509959,1.5558584689934,1.3953915750026,1.7096773230005,1.6946366470002,1.6452986549994,1.495874829001,1.5442153839977 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.3939090039985 "B",4.6072318439983,4.3878112839957,4.3408917179986,4.5433954729961,4.471751320998 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",23.785299294999 "B",23.680152576002,23.79075113,23.813761911006,23.684441883997,23.721285594998 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.1300562840006 "B",2.9058994290026,3.048904962001,2.1842181550019,2.956740693,2.1314839810002 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",6.170032502001 "B",6.4051994910042,6.5070503259994,6.5279077379964,6.5158073040002,6.8568117889954 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",2.9072865160015 "B",2.6325551710033,2.9400777960036,2.4905424969984,2.6103684429982,2.4852656199946 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",2.9740757050004 "B",2.8372508030006,2.7786789270031,2.9251813480005,2.6549777159962,2.9469613570036 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.6157964129998 "B",1.7581321170001,1.9469331859946,2.1002764210061,2.0546035989973,1.7503796009987 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.4306660680013 "B",4.1215361409995,4.4670105410041,4.5011646259954,4.3829927200059,4.3355865400008,4.5928905990004,4.1623348089997,4.3699188230021,4.3746040279948,4.5907377539988,4.5621195839994,4.5257317809956,4.7234718649997,4.2493248390019,4.5429917200017 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",23.696289854999 "B",23.615696588,23.756149346998,23.711434764999,23.701491787004,23.709679309999,23.707561062998,23.756188010004,23.810528403999,23.689390979001,24.553731978995,23.765036822006,23.601586509001,24.045353855996,23.885895457999,23.789378753994 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.0377439429994 "B",2.782463548996,3.2379653440003,2.0813828890023,2.6173487339984,2.8965417040017,2.1025830990038,2.0987034619975,2.6214496209941,3.0401741519963,2.7216321509986,2.1420277150028,2.784494517,3.0304569069995,2.0660492099996,2.5192025959986 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",6.7333142970001 "B",6.5779164230044,6.5001658940018,6.7047982849981,6.9403436990033,6.5254622860011,6.5132365059981,6.7195353740026,6.7609150699936,6.5071764899985,6.6090143589972,6.6649911440036,6.8741616719999,6.9174128900049,6.8377680260019,6.4462890860013 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",2.5697023270004 "B",3.2250399390032,2.6177823869948,2.5232865869984,2.3020430890028,2.2831125090015,2.5891126619972,2.6636098360032,2.4985253740015,2.4611980730042,2.4690723329986,3.2523138339966,2.698493019001,2.4257091410036,2.6637642350033,2.8931817470002 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",2.8749496119999 "B",2.792707321998,2.9640010139992,2.721391027997,2.8961315709967,2.600750466001,2.5598808459981,2.6757326320003,2.5871985510021,2.7554860539967,2.695585372996,2.6016746290043,2.872564147001,3.4867944450016,2.8573961209986,2.6943412819965 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.9693350160014 "B",1.8263678739968,1.901933025998,2.5384109570005,1.9290872990023,1.9236165539987,1.7837176079993,2.0007893290021,1.8177753589989,1.893999978005,1.9679848660016,1.8680754749948,2.0689904989995,2.024942570999,2.0700357250025,1.7854051820032 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.5458025099997 "B",4.6738066679973,4.5836669580021,4.673789333996 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",23.808994976998 "B",23.689314487005,23.681542247999,23.746277735998 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.3940863979988 "B",2.8935388839964,2.8293821120023,2.1344501200001 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",6.5235598660001 "B",6.7621910590024,7.1450446340023,6.9221975409964 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",3.1204721039994 "B",2.9214169429979,3.0841808019977,3.1259624119994 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",2.910321274001 "B",3.1221383779994,3.4150591389989,3.3791090559971 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",3.0237081619998 "B",2.2757493679965,2.8466787080033,2.4766019990057 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",9.5847332029989 "B",9.8490810069998,9.3282490420024,9.492659589996,10.006412033996,9.6523722339989,9.5460539319974,9.9431241159982,9.3012326310054,9.9619683810015,9.8316288400019,9.5611514359989,9.4416170860059,9.7706411510007,9.5441986549995 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",23.767790596001 "B",23.945976399998,23.851005524004,23.715880714,23.730170839,23.848291891998,23.873331079005,24.010553633998,23.865375567999,23.716498539005,23.788556248001,24.089667683002,24.056648878002,23.654375826998,24.040975225005 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.1474222039978 "B",3.3686711819973,2.2006817960064,2.1662674120016,3.4666115450018,3.0942188410045,2.1725919960008,2.2173713150041,3.275510706997,2.2101060109999,2.1462414790003,3.0991394500015,2.2170986650017,3.0729277220016,2.2534688160013 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",8.4033143400011 "B",8.4974050279998,8.7841423339996,8.4140325129993,8.7031848159968,8.5673818569994,8.0612310310025,8.4157604079955,8.0639835420006,8.7746335129996,8.3702567340006,8.0805062200016,8.3862873599937,7.8758428989968,8.2803562010013 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",5.2775833739997 "B",5.3176627900029,4.9836979199972,4.8396094240015,6.0953665109992,4.9361295130002,5.1958916869989,4.5136911419977,4.577848642999,5.2463811279958,5.4307562590038,4.6985423229999,5.2235514600034,4.8571195449986,4.7085270030002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",6.1898540340007 "B",6.3473472120022,5.8375360089995,5.2289154770042,6.2678879939995,5.2328306919953,6.7398260689952,5.2343375609998,5.5308431950034,5.8483409960027,5.3521070449933,6.2106983190024,5.7648149420056,6.6411487949954,6.0508447019965 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",4.9091962919993 "B",4.2069602359988,4.335940748002,4.5707111240044,4.9204231719996,4.3803929959977,4.3815320939975,4.6504480290023,5.3568709429965,4.9824907430011,4.2869092100009,4.7358140180004,5.5115787110044,4.3058724489965,4.4873936160002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",10.443722036998 "B",10.312463816001,10.758947508999,9.959496206,10.009867479996,10.597207453997,10.534847310999,10.979615247001,10.197588411,10.135874048996,10.454636207003,9.8476306240045,10.59689062,10.499972486999,10.511577272999,10.505369336999 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A", "B",24.279981453001,23.998264031005,24.120891835002,23.942492119997,24.013568017996,24.095756054005,23.929394342995,23.972142450999,24.129170191001,24.103831597997,24.049751878003,23.979930813999,24.115976572,24.030671123001,24.109445178998 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.1624129999982 "B",2.3623819040004,2.4291255219941,2.0978139380022,2.2501586069993,2.1815795560033,2.1063671450029,2.1499460150008,2.3119957130039,2.6063839600029,2.1651636499955,2.1911995150003,2.6712904550004,2.9876130740013,2.6721405889984,2.4153520460022 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",10.005711437003 "B",9.085543838999,9.3442786649975,9.470930315998,9.6932462619952,9.5836968590011,9.2113146710035,8.7575924449993,10.003694324005,9.0059555589978,9.8730748669986,9.3223262899992,9.6031620739959,9.214805550997,9.3042295720006,9.3306059300012 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",6.2870222210004 "B",4.9380631599997,5.7687621099976,5.2558014150054,5.3178515790059,5.2373502609989,5.3730501769969,5.5267937180033,6.082109974006,5.6389742719984,5.8485260279995,5.2384812340024,4.9314910430039,5.9133698639998,4.8191554989971,6.0952773660028 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",6.5402818389994 "B",7.6730724989975,6.5403595159951,6.4185237290003,7.2026719200003,6.6087913699957,8.2493090810021,7.1749480739963,6.1884917729985,5.8061894990024,5.9908320609975,6.9664040819989,7.4463378099972,6.3060967830024,7.7047025259963,6.3730563600038 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",5.6720456399999 "B",5.4883785209968,6.0749096069994,5.1718098730053,5.6269837250002,4.8210176450011,5.6371829519994,5.0080998959966,5.2559872040001,5.2326437509982,5.4466212159969,4.722254743996,5.3039858470001,5.8234008509971,5.3906872580046,5.9226928990029 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A", "B",16.543969162005,16.458751844002,16.217232456002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",24.027354048001 "B",23.994212525999,23.660512287999,24.004632955999 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",3.4179174129968 "B",2.3271450300017,2.0886878890014,2.4102136209985 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A", "B",13.965377006003,12.71692046,12.80589602 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",9.0172433509979 "B",10.606554713006,9.6221280239988,9.4616764059974 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A", "B",10.091097543998,9.5951972960029,10.558971833998 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",8.4274358870025 "B",7.4784861510052,7.5008365450049,7.7039480730018 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",16.722014270999 "B",17.036993507005,17.168742310998,17.349682437001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",23.875833148999 "B",24.269205450997,24.186856364999,24.184981655002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.2288765550002 "B",2.8799725830031,2.2447153430039,2.9361746049981 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",14.364331945002 "B",14.994987144004,13.894332209005,14.521011503995 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",9.0692850859996 "B",10.758050570999,10.496130936001,9.7217562919977 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",12.120963380999 "B",10.816733660002,11.289508886002,9.7442102439963 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",9.3503011089997 "B",9.3691366260027,8.7722767009982,8.6826340710031 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A", "B",29.157874108001,30.116118229998,31.887827503997,30.295287418005,30.667562695002,30.726502294994,31.254444810998,29.078115548,28.916621700999,29.860120333004,29.665779345007,29.566299663995 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A", "B",24.107731183001,24.039458184998,23.893530199006,24.168905544997,24.208526478003,24.202698688998,24.289228895999,24.222593133003,24.288327098999,24.201647010996,24.106207589997,24.142337112004 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.2025059900006 "B",2.1887661420042,2.8834453460004,2.2184567119984,2.5227437270005,2.8315108649986,2.0971654500026,2.0957051389996,2.7667310210018,2.0678449040061,2.1056790250004,2.3039806809975,2.1297628360044 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",18.936674968001 "B",19.103302022006,19.375429976004,18.915541746996,18.375185231002,18.243207213003,19.201909846997,18.574395218995,19.153016535005,18.482503638996,18.156473812996,17.990579031,18.998393308997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",18.601834402001 "B",17.227512157006,18.036457390001,17.509098925999,16.300355189,16.753572393005,17.032575935002,16.695904597,17.071889004998,17.276423591,17.399506870999,18.829290515998,16.178726493999 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",18.104634208998 "B",16.643026958998,17.389273194,17.090779177001,17.949405840998,16.842660251001,16.516935332002,16.698940492999,16.611902703,19.108042660002,18.131200479002,17.905204684997,16.138657495001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",16.587298471997 "B",15.343382608,15.318238174994,15.157344141997,15.601509792003,15.730820051998,15.863520519,15.798820608994,15.759564102998,16.373644878004,16.304940218004,16.271339619998,15.532577152 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A", "B",30.675823452002,30.876891660002,31.249228383 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",23.947484002001 "B",24.113347011,24.019847408003,24.059287652002 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.1869378909978 "B",2.7594361180018,2.6279101620021,2.2463608420003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",21.818826751001 "B",20.699128346001,27.614509182 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A", "B",17.172714073997,17.598660323994 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",17.515928882003 "B",17.456916600997,17.757186032002 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",17.530936630999 "B",17.577495463003,17.151945566002 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",10.428245721003 "B",10.525239631999,10.903882322003,10.595607795003 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",24.140833195997 "B",24.108561342,24.024003206003,24.187532557 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.5945324000022 "B",2.0955297920009,3.1408428289942,3.4245284540011 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",9.7393057119989 "B",9.1367170840022,9.0388318210025,9.5064318439981 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",5.2428556599989 "B",6.1597168130029,5.1281174370015,5.4666614140006 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",6.5694303650016 "B",7.1370998670027,7.1727570980001,6.315970828 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",6.4647865340012 "B",5.8713962059992,6.1811955599987,5.3783882779971 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",10.853854507001 "B",10.882718242996 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",24.080376066999 "B",24.292920865999 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.6920751520011 "B",2.5926167569996 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",9.3426627749977 "B",9.2233076499979 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",5.2225841649997 "B",5.6070261540008 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",8.0098793910001 "B",6.6950417740009 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",6.5260594979991 "B",5.6449782700001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",16.941092364999 "B",17.288542374998 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",24.041847723001 "B",24.316541585002 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",3.1140612290001 "B",2.2388946479987 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",14.593614019999 "B",14.508681644998 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",9.9652432580006 "B",9.9514721040032 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",11.131274986998 "B",13.330447154003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",9.8393035650006 "B",10.262590589999 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",18.512891219998 "B",17.729504439005 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",24.144726040999 "B",24.039297290001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.2030704499994 "B",2.2841926689944 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",13.948908244001 "B",14.394738093994 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",10.057752496999 "B",9.9770995240033 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",11.659287128998 "B",11.293874665003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",11.429063585001 "B",10.037295755996 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",30.992098268001 "B",30.917619735003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A", "B",24.391462184998 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.0493727940011 "B",2.608662558996 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",20.593722150999 "B",23.460412061002 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",18.179047550999 "B",17.669981291001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",18.101712837997 "B",19.549051145004 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",17.275021428999 "B",17.730048569996 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",30.732737677998 "B",31.888921687001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A", "B",24.023922666995 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",2.1017154889996 "B",2.2749509959976 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A", "B",21.189730104001 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",17.784306002002 "B", "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",20.457563439002 "B",19.363948082006 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",18.452908938001 "B",18.106396164003 "ASTC Encoder 4.0 - Preset: Fast", Higher Results Are Better "A", "B", "ASTC Encoder 4.0 - Preset: Medium", Higher Results Are Better "A", "B", "ASTC Encoder 4.0 - Preset: Thorough", Higher Results Are Better "A", "B", "ASTC Encoder 4.0 - Preset: Exhaustive", Higher Results Are Better "A", "B",