5950xspark

AMD Ryzen 9 5950X 16-Core testing with a Gigabyte X570 AORUS ELITE WIFI (F37d BIOS) and eVGA NVIDIA GeForce GTX 1060 6GB on Gentoo 2.8 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2208149-QUAR-220812204
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX
August 10
  8 Hours, 18 Minutes
biosupdate
August 12
  8 Hours, 23 Minutes
run3
August 14
  9 Hours, 48 Minutes
Invert Hiding All Results Option
  8 Hours, 49 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):


5950xsparkProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)Gigabyte X570 AORUS ELITE WIFI (F37c BIOS)AMD Starship/Matisse2 x 16 GB DDR4-3733MT/s TEAMGROUP-UD4-36002 x 1000GB Samsung SSD 980 PRO 1TBeVGA NVIDIA GeForce GTX 1060 6GBNVIDIA GP106 HD AudioDELL 2707WFPIntel I211 + Intel Dual Band-AC 3168NGWGentoo 2.85.19.0-gentoo-harambe-edition (x86_64)KDE Plasma 5.25.4X Server 1.21.1.4NVIDIA 515.65.01GCC 11.3.0ext43840x1200Gigabyte X570 AORUS ELITE WIFI (F37d BIOS)5.19.1-gentoo-harambe-edition (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201016Java Details- AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX: OpenJDK Runtime Environment Temurin-17.0.3+7 (build 17.0.3+7)- biosupdate: OpenJDK Runtime Environment 17.0.3_p7-r1 (build 17.0.3+7)- run3: OpenJDK Runtime Environment 17.0.3_p7-r1 (build 17.0.3+7)Python Details- Python 3.10.5Security Details- AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTX: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Vulnerable IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - biosupdate: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Vulnerable IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - run3: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Vulnerable IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

AMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3Result OverviewPhoronix Test Suite 10.8.4100%105%109%114%Apache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache Spark1000000 - 2000 - B.I.J.T.T1000000 - 2000 - I.J.T.T1000000 - 100 - B.I.J.T.T10000000 - 500 - B.I.J.T.T10000000 - 100 - B.I.J.T.T10000000 - 100 - R.T.T1000000 - 100 - I.J.T.T1000000 - 1000 - I.J.T.T1000000 - 100 - S.5.B.T1000000 - 100 - Group By Test Time10000000 - 100 - I.J.T.T10000000 - 1000 - S.5.B.T1000000 - 2000 - R.T.T10000000 - 500 - I.J.T.T1000000 - 1000 - B.I.J.T.T1000000 - 500 - B.I.J.T.T1000000 - 500 - R.T.T1000000 - 500 - Group By Test Time1000000 - 1000 - Group By Test Time1000000 - 100 - R.T.T1000000 - 2000 - S.5.B.T10000000 - 2000 - B.I.J.T.T1000000 - 500 - I.J.T.T10000000 - 1000 - Group By Test Time10000000 - 2000 - R.T.T1000000 - 1000 - C.P.B10000000 - 2000 - Group By Test Time1000000 - 2000 - C.P.B10000000 - 1000 - I.J.T.T1000000 - 1000 - S.5.B.T1000000 - 100 - C.P.B10000000 - 1000 - C.P.B10000000 - 2000 - I.J.T.T10000000 - 1000 - C.P.B.U.D10000000 - 100 - C.P.B.U.D10000000 - 100 - Group By Test Time10000000 - 100 - S.5.B.T1000000 - 1000 - C.P.B.U.D1000000 - 1000 - R.T.T10000000 - 500 - C.P.B1000000 - 500 - S.5.B.T10000000 - 2000 - C.P.B1000000 - 100 - C.P.B.U.D10000000 - 1000 - B.I.J.T.T10000000 - 500 - C.P.B.U.D10000000 - 100 - C.P.B10000000 - 500 - S.5.B.T1000000 - 2000 - C.P.B.U.D10000000 - 2000 - C.P.B.U.D1000000 - 500 - C.P.B1000000 - 500 - C.P.B.U.D10000000 - 500 - Group By Test Time10000000 - 500 - R.T.T10000000 - 1000 - R.T.T10000000 - 2000 - S.5.B.T1000000 - 2000 - Group By Test Time

5950xsparkspark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Group By Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Group By Test Timespark: 10000000 - 500 - Repartition Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Group By Test Timespark: 10000000 - 1000 - Repartition Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun32.1973.1883683693.402.851.2840120221.060.852.1473.3315682313.392.621.311.180.902.2274.1214811153.372.671.371.241.062.3973.8622695133.372.971.621.671.356.9273.4008950133.424.624.615.144.876.5173.5599748933.364.144.355.004.667.0973.663.394.664.685.295.017.6173.623.394.834.966.045.472.08451600071.8330826253.3760767142.7065421931.261.000.782.1173.1553617443.402.541.281.180.882.2073.3159729143.402.611.381.311.072.4372.2438962453.342.971.661.851.607.0072.6024253603.364.544.805.305.116.4672.693.324.124.374.844.316.8072.3403560283.334.5471328914.675.185.0303329257.5872.5971872203.364.7824904795.046.055.512.07386869273.2500362583.3559845742.7010180991.2468207851.0369233180.822.1172.9587755603.3830288622.561.3226805301.150.912.17448049872.3977352013.352.591.361.2886379421.0301543332.4673.3156669583.352.9688953851.701.7831954861.586.8972.8054213723.374.554.505.034.766.4572.5164670363.364.124.364.804.357.1672.9715662743.354.604.665.224.977.5972.903.384.895.086.155.63OpenBenchmarking.org

Apache Spark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.49280.98561.47841.97122.464SE +/- 0.023234964, N = 3SE +/- 0.018586861, N = 3SE +/- 0.005436250, N = 32.1900000002.0845160002.073868692
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.16 / Avg: 2.19 / Max: 2.23Min: 2.05 / Avg: 2.08 / Max: 2.1Min: 2.06 / Avg: 2.07 / Max: 2.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.68, N = 3SE +/- 0.40, N = 3SE +/- 0.94, N = 373.1971.8373.25
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 72.09 / Avg: 73.19 / Max: 74.42Min: 71.07 / Avg: 71.83 / Max: 72.41Min: 72.03 / Avg: 73.25 / Max: 75.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.7651.532.2953.063.825SE +/- 0.007006827, N = 3SE +/- 0.015434365, N = 3SE +/- 0.035994588, N = 33.4000000003.3760767143.355984574
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.38 / Avg: 3.4 / Max: 3.4Min: 3.35 / Avg: 3.38 / Max: 3.4Min: 3.29 / Avg: 3.36 / Max: 3.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.64131.28261.92392.56523.2065SE +/- 0.002674928, N = 3SE +/- 0.018597071, N = 3SE +/- 0.015733792, N = 32.8500000002.7065421932.701018099
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.85 / Avg: 2.85 / Max: 2.86Min: 2.67 / Avg: 2.71 / Max: 2.74Min: 2.67 / Avg: 2.7 / Max: 2.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.28890.57780.86671.15561.4445SE +/- 0.026244349, N = 3SE +/- 0.005255675, N = 3SE +/- 0.011339499, N = 31.2840120221.2600000001.246820785
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.26 / Avg: 1.28 / Max: 1.34Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.22 / Avg: 1.25 / Max: 1.26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.23850.4770.71550.9541.1925SE +/- 0.031879521, N = 3SE +/- 0.055926683, N = 3SE +/- 0.018923539, N = 31.0600000001.0000000001.036923318
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1 / Avg: 1.06 / Max: 1.1Min: 0.89 / Avg: 1 / Max: 1.07Min: 1 / Avg: 1.04 / Max: 1.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.19130.38260.57390.76520.9565SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 30.850.780.82
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 0.81 / Avg: 0.85 / Max: 0.89Min: 0.74 / Avg: 0.78 / Max: 0.8Min: 0.75 / Avg: 0.82 / Max: 0.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.48150.9631.44451.9262.4075SE +/- 0.02, N = 9SE +/- 0.02, N = 5SE +/- 0.03, N = 32.142.112.11
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.09 / Avg: 2.14 / Max: 2.25Min: 2.06 / Avg: 2.11 / Max: 2.17Min: 2.06 / Avg: 2.11 / Max: 2.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.21, N = 9SE +/- 0.08, N = 5SE +/- 0.40, N = 373.3373.1672.96
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 72.24 / Avg: 73.33 / Max: 74.13Min: 72.87 / Avg: 73.16 / Max: 73.3Min: 72.32 / Avg: 72.96 / Max: 73.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.7651.532.2953.063.825SE +/- 0.010285382, N = 9SE +/- 0.017527129, N = 5SE +/- 0.019118909, N = 33.3900000003.4000000003.383028862
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.35 / Avg: 3.39 / Max: 3.42Min: 3.36 / Avg: 3.4 / Max: 3.47Min: 3.35 / Avg: 3.38 / Max: 3.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.58951.1791.76852.3582.9475SE +/- 0.02, N = 9SE +/- 0.02, N = 5SE +/- 0.03, N = 32.622.542.56
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.54 / Avg: 2.62 / Max: 2.72Min: 2.48 / Avg: 2.54 / Max: 2.59Min: 2.51 / Avg: 2.56 / Max: 2.6

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.29760.59520.89281.19041.488SE +/- 0.006140697, N = 9SE +/- 0.011466668, N = 5SE +/- 0.021467852, N = 31.3100000001.2800000001.322680530
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.28 / Avg: 1.31 / Max: 1.34Min: 1.25 / Avg: 1.28 / Max: 1.32Min: 1.28 / Avg: 1.32 / Max: 1.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.26550.5310.79651.0621.3275SE +/- 0.01, N = 9SE +/- 0.01, N = 5SE +/- 0.02, N = 31.181.181.15
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.09 / Avg: 1.18 / Max: 1.25Min: 1.16 / Avg: 1.18 / Max: 1.2Min: 1.1 / Avg: 1.15 / Max: 1.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.20480.40960.61440.81921.024SE +/- 0.01, N = 9SE +/- 0.01, N = 5SE +/- 0.03, N = 30.900.880.91
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 0.85 / Avg: 0.9 / Max: 0.95Min: 0.86 / Avg: 0.88 / Max: 0.93Min: 0.87 / Avg: 0.91 / Max: 0.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.49950.9991.49851.9982.4975SE +/- 0.005834761, N = 3SE +/- 0.018146528, N = 15SE +/- 0.017037429, N = 32.2200000002.2000000002.174480498
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.21 / Avg: 2.22 / Max: 2.23Min: 2.08 / Avg: 2.2 / Max: 2.36Min: 2.15 / Avg: 2.17 / Max: 2.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.34, N = 3SE +/- 0.17, N = 15SE +/- 0.37, N = 374.1273.3272.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 73.45 / Avg: 74.12 / Max: 74.59Min: 71.93 / Avg: 73.32 / Max: 74.35Min: 71.78 / Avg: 72.4 / Max: 73.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.7651.532.2953.063.825SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 33.373.403.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.34 / Avg: 3.37 / Max: 3.38Min: 3.31 / Avg: 3.4 / Max: 3.49Min: 3.33 / Avg: 3.35 / Max: 3.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.60081.20161.80242.40323.004SE +/- 0.04, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 32.672.612.59
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.58 / Avg: 2.67 / Max: 2.72Min: 2.55 / Avg: 2.61 / Max: 2.75Min: 2.57 / Avg: 2.59 / Max: 2.6

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.31050.6210.93151.2421.5525SE +/- 0.02, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 31.371.381.36
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.35 / Avg: 1.37 / Max: 1.4Min: 1.32 / Avg: 1.38 / Max: 1.51Min: 1.34 / Avg: 1.36 / Max: 1.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.29480.58960.88441.17921.474SE +/- 0.047560271, N = 3SE +/- 0.010845249, N = 15SE +/- 0.012954848, N = 31.2400000001.3100000001.288637942
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.17 / Avg: 1.24 / Max: 1.33Min: 1.25 / Avg: 1.31 / Max: 1.38Min: 1.27 / Avg: 1.29 / Max: 1.31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.24080.48160.72240.96321.204SE +/- 0.028225821, N = 3SE +/- 0.012599815, N = 15SE +/- 0.003729003, N = 31.0600000001.0700000001.030154333
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.01 / Avg: 1.06 / Max: 1.11Min: 1.01 / Avg: 1.07 / Max: 1.2Min: 1.02 / Avg: 1.03 / Max: 1.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.55351.1071.66052.2142.7675SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.392.432.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.36 / Avg: 2.39 / Max: 2.43Min: 2.41 / Avg: 2.43 / Max: 2.44Min: 2.42 / Avg: 2.46 / Max: 2.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 373.8672.2473.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 73.66 / Avg: 73.86 / Max: 74Min: 71.85 / Avg: 72.24 / Max: 72.72Min: 73.11 / Avg: 73.32 / Max: 73.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.75831.51662.27493.03323.7915SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 33.373.343.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.35 / Avg: 3.37 / Max: 3.39Min: 3.3 / Avg: 3.34 / Max: 3.36Min: 3.33 / Avg: 3.35 / Max: 3.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.66831.33662.00492.67323.3415SE +/- 0.004893060, N = 3SE +/- 0.024308288, N = 3SE +/- 0.020703226, N = 32.9700000002.9700000002.968895385
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 2.96 / Avg: 2.97 / Max: 2.98Min: 2.93 / Avg: 2.97 / Max: 3.01Min: 2.93 / Avg: 2.97 / Max: 2.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.38250.7651.14751.531.9125SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 31.621.661.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.59 / Avg: 1.62 / Max: 1.65Min: 1.64 / Avg: 1.66 / Max: 1.7Min: 1.67 / Avg: 1.7 / Max: 1.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.41630.83261.24891.66522.0815SE +/- 0.015096162, N = 3SE +/- 0.023342599, N = 3SE +/- 0.019200265, N = 31.6700000001.8500000001.783195486
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.65 / Avg: 1.67 / Max: 1.7Min: 1.82 / Avg: 1.85 / Max: 1.89Min: 1.75 / Avg: 1.78 / Max: 1.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.360.721.081.441.8SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 31.351.601.58
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 1.31 / Avg: 1.35 / Max: 1.42Min: 1.48 / Avg: 1.6 / Max: 1.76Min: 1.48 / Avg: 1.58 / Max: 1.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810SE +/- 0.02, N = 3SE +/- 0.06, N = 9SE +/- 0.01, N = 36.927.006.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun33691215Min: 6.89 / Avg: 6.92 / Max: 6.95Min: 6.82 / Avg: 7 / Max: 7.41Min: 6.87 / Avg: 6.89 / Max: 6.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.28, N = 3SE +/- 0.18, N = 9SE +/- 0.40, N = 373.4072.6072.81
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 73.1 / Avg: 73.4 / Max: 73.97Min: 71.82 / Avg: 72.6 / Max: 73.47Min: 72.18 / Avg: 72.81 / Max: 73.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.76951.5392.30853.0783.8475SE +/- 0.00, N = 3SE +/- 0.01, N = 9SE +/- 0.02, N = 33.423.363.37
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.42 / Avg: 3.42 / Max: 3.42Min: 3.32 / Avg: 3.36 / Max: 3.4Min: 3.33 / Avg: 3.37 / Max: 3.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.03952.0793.11854.1585.1975SE +/- 0.04, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 34.624.544.55
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.57 / Avg: 4.62 / Max: 4.69Min: 4.45 / Avg: 4.54 / Max: 4.63Min: 4.52 / Avg: 4.55 / Max: 4.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.082.163.244.325.4SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.04, N = 34.614.804.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.54 / Avg: 4.61 / Max: 4.69Min: 4.52 / Avg: 4.8 / Max: 5Min: 4.46 / Avg: 4.5 / Max: 4.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.19252.3853.57754.775.9625SE +/- 0.07, N = 3SE +/- 0.09, N = 9SE +/- 0.04, N = 35.145.305.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 5.02 / Avg: 5.14 / Max: 5.27Min: 4.94 / Avg: 5.3 / Max: 5.62Min: 4.95 / Avg: 5.03 / Max: 5.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.14982.29963.44944.59925.749SE +/- 0.06, N = 3SE +/- 0.11, N = 9SE +/- 0.03, N = 34.875.114.76
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.77 / Avg: 4.87 / Max: 4.99Min: 4.75 / Avg: 5.11 / Max: 5.51Min: 4.71 / Avg: 4.76 / Max: 4.82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 36.516.466.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun33691215Min: 6.45 / Avg: 6.51 / Max: 6.55Min: 6.41 / Avg: 6.46 / Max: 6.48Min: 6.34 / Avg: 6.45 / Max: 6.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.39, N = 3SE +/- 0.24, N = 3SE +/- 0.30, N = 373.5672.6972.52
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 73.01 / Avg: 73.56 / Max: 74.32Min: 72.24 / Avg: 72.69 / Max: 73.06Min: 71.92 / Avg: 72.52 / Max: 72.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.7561.5122.2683.0243.78SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.363.323.36
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.3 / Avg: 3.36 / Max: 3.42Min: 3.3 / Avg: 3.32 / Max: 3.35Min: 3.33 / Avg: 3.36 / Max: 3.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.93151.8632.79453.7264.6575SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 34.144.124.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.07 / Avg: 4.14 / Max: 4.19Min: 4.04 / Avg: 4.12 / Max: 4.16Min: 4.1 / Avg: 4.12 / Max: 4.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.98331.96662.94993.93324.9165SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 34.354.374.36
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.25 / Avg: 4.35 / Max: 4.5Min: 4.29 / Avg: 4.37 / Max: 4.51Min: 4.27 / Avg: 4.36 / Max: 4.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.1252.253.3754.55.625SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 35.004.844.80
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.85 / Avg: 5 / Max: 5.22Min: 4.8 / Avg: 4.84 / Max: 4.88Min: 4.79 / Avg: 4.8 / Max: 4.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.04852.0973.14554.1945.2425SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 34.664.314.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.45 / Avg: 4.66 / Max: 5.07Min: 4.21 / Avg: 4.31 / Max: 4.53Min: 4.2 / Avg: 4.35 / Max: 4.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810SE +/- 0.06, N = 15SE +/- 0.02, N = 3SE +/- 0.07, N = 157.096.807.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun33691215Min: 6.75 / Avg: 7.09 / Max: 7.42Min: 6.77 / Avg: 6.8 / Max: 6.84Min: 6.81 / Avg: 7.16 / Max: 7.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.13, N = 15SE +/- 0.67, N = 3SE +/- 0.21, N = 1573.6672.3472.97
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 72.82 / Avg: 73.66 / Max: 74.76Min: 71.03 / Avg: 72.34 / Max: 73.26Min: 71.55 / Avg: 72.97 / Max: 74.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.76281.52562.28843.05123.814SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 153.393.333.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.34 / Avg: 3.39 / Max: 3.44Min: 3.3 / Avg: 3.33 / Max: 3.37Min: 3.27 / Avg: 3.35 / Max: 3.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.04852.0973.14554.1945.2425SE +/- 0.027353887, N = 15SE +/- 0.024456312, N = 3SE +/- 0.019369254, N = 154.6600000004.5471328914.600000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.5 / Avg: 4.66 / Max: 4.85Min: 4.5 / Avg: 4.55 / Max: 4.58Min: 4.44 / Avg: 4.6 / Max: 4.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.0532.1063.1594.2125.265SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.03, N = 154.684.674.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.54 / Avg: 4.68 / Max: 5.05Min: 4.55 / Avg: 4.67 / Max: 4.79Min: 4.5 / Avg: 4.66 / Max: 4.86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.19032.38063.57094.76125.9515SE +/- 0.05, N = 15SE +/- 0.05, N = 3SE +/- 0.04, N = 155.295.185.22
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 5.08 / Avg: 5.29 / Max: 5.7Min: 5.08 / Avg: 5.18 / Max: 5.27Min: 4.95 / Avg: 5.22 / Max: 5.6

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.13182.26363.39544.52725.659SE +/- 0.081633186, N = 15SE +/- 0.045345498, N = 3SE +/- 0.055199356, N = 155.0100000005.0303329254.970000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.71 / Avg: 5.01 / Max: 5.58Min: 4.95 / Avg: 5.03 / Max: 5.11Min: 4.64 / Avg: 4.97 / Max: 5.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 157.617.587.59
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun33691215Min: 7.55 / Avg: 7.61 / Max: 7.68Min: 7.42 / Avg: 7.58 / Max: 7.69Min: 7.01 / Avg: 7.59 / Max: 8.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31632486480SE +/- 0.44, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 1573.6272.6072.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31428425670Min: 72.79 / Avg: 73.62 / Max: 74.3Min: 71.78 / Avg: 72.6 / Max: 73.08Min: 72 / Avg: 72.9 / Max: 74.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun30.76281.52562.28843.05123.814SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 153.393.363.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 3.35 / Avg: 3.39 / Max: 3.41Min: 3.34 / Avg: 3.36 / Max: 3.37Min: 3.35 / Avg: 3.38 / Max: 3.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.10032.20063.30094.40125.5015SE +/- 0.025414084, N = 3SE +/- 0.040437448, N = 3SE +/- 0.013015326, N = 154.8300000004.7824904794.890000000
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.78 / Avg: 4.83 / Max: 4.86Min: 4.72 / Avg: 4.78 / Max: 4.86Min: 4.84 / Avg: 4.89 / Max: 5.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.1432.2863.4294.5725.715SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 154.965.045.08
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 4.78 / Avg: 4.96 / Max: 5.19Min: 5.02 / Avg: 5.04 / Max: 5.08Min: 4.87 / Avg: 5.08 / Max: 5.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 156.046.056.15
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 5.55 / Avg: 6.04 / Max: 6.42Min: 5.83 / Avg: 6.05 / Max: 6.17Min: 5.56 / Avg: 6.15 / Max: 6.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun31.26682.53363.80045.06726.334SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 155.475.515.63
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeAMD Ryzen 9 5950X 16-Core - eVGA NVIDIA GeForce GTXbiosupdaterun3246810Min: 5.34 / Avg: 5.47 / Max: 5.54Min: 5.31 / Avg: 5.51 / Max: 5.63Min: 5 / Avg: 5.63 / Max: 5.88

56 Results Shown

Apache Spark:
  1000000 - 100 - SHA-512 Benchmark Time
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Inner Join Test Time
  1000000 - 100 - Broadcast Inner Join Test Time
  1000000 - 500 - SHA-512 Benchmark Time
  1000000 - 500 - Calculate Pi Benchmark
  1000000 - 500 - Calculate Pi Benchmark Using Dataframe
  1000000 - 500 - Group By Test Time
  1000000 - 500 - Repartition Test Time
  1000000 - 500 - Inner Join Test Time
  1000000 - 500 - Broadcast Inner Join Test Time
  1000000 - 1000 - SHA-512 Benchmark Time
  1000000 - 1000 - Calculate Pi Benchmark
  1000000 - 1000 - Calculate Pi Benchmark Using Dataframe
  1000000 - 1000 - Group By Test Time
  1000000 - 1000 - Repartition Test Time
  1000000 - 1000 - Inner Join Test Time
  1000000 - 1000 - Broadcast Inner Join Test Time
  1000000 - 2000 - SHA-512 Benchmark Time
  1000000 - 2000 - Calculate Pi Benchmark
  1000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  1000000 - 2000 - Group By Test Time
  1000000 - 2000 - Repartition Test Time
  1000000 - 2000 - Inner Join Test Time
  1000000 - 2000 - Broadcast Inner Join Test Time
  10000000 - 100 - SHA-512 Benchmark Time
  10000000 - 100 - Calculate Pi Benchmark
  10000000 - 100 - Calculate Pi Benchmark Using Dataframe
  10000000 - 100 - Group By Test Time
  10000000 - 100 - Repartition Test Time
  10000000 - 100 - Inner Join Test Time
  10000000 - 100 - Broadcast Inner Join Test Time
  10000000 - 500 - SHA-512 Benchmark Time
  10000000 - 500 - Calculate Pi Benchmark
  10000000 - 500 - Calculate Pi Benchmark Using Dataframe
  10000000 - 500 - Group By Test Time
  10000000 - 500 - Repartition Test Time
  10000000 - 500 - Inner Join Test Time
  10000000 - 500 - Broadcast Inner Join Test Time
  10000000 - 1000 - SHA-512 Benchmark Time
  10000000 - 1000 - Calculate Pi Benchmark
  10000000 - 1000 - Calculate Pi Benchmark Using Dataframe
  10000000 - 1000 - Group By Test Time
  10000000 - 1000 - Repartition Test Time
  10000000 - 1000 - Inner Join Test Time
  10000000 - 1000 - Broadcast Inner Join Test Time
  10000000 - 2000 - SHA-512 Benchmark Time
  10000000 - 2000 - Calculate Pi Benchmark
  10000000 - 2000 - Calculate Pi Benchmark Using Dataframe
  10000000 - 2000 - Group By Test Time
  10000000 - 2000 - Repartition Test Time
  10000000 - 2000 - Inner Join Test Time
  10000000 - 2000 - Broadcast Inner Join Test Time