AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 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 2312055-NE-XMSPARK0007

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
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

December 05 2023

7 Hours, 31 Minutes

December 05 2023

7 Hours, 37 Minutes

December 05 2023

7 Hours, 39 Minutes

Invert Hiding All Results Option

7 Hours, 36 Minutes

Only show results where is faster than

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

Do not show results matching title/arguments (delimit multiple options with a comma):

xm spark AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 via the Phoronix Test Suite. a: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 b: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 c: Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 Xmrig 6.21 Variant: KawPow - Hash Count: 1M H/s > Higher Is Better a . 60295.4 |================================================================== b . 58309.0 |================================================================ c . 58496.6 |================================================================ Xmrig 6.21 Variant: Monero - Hash Count: 1M H/s > Higher Is Better a . 58795.9 |================================================================== b . 56869.9 |================================================================ c . 57800.1 |================================================================= Xmrig 6.21 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better a . 72056.5 |================================================================== b . 71291.1 |================================================================= c . 72432.3 |================================================================== Xmrig 6.21 Variant: GhostRider - Hash Count: 1M H/s > Higher Is Better a . 13538.8 |================================================================== b . 13457.5 |================================================================= c . 13610.6 |================================================================== Xmrig 6.21 Variant: CryptoNight-Heavy - Hash Count: 1M H/s > Higher Is Better a . 57025.5 |================================================================== b . 56132.5 |================================================================= c . 56481.2 |================================================================= Xmrig 6.21 Variant: CryptoNight-Femto UPX2 - Hash Count: 1M H/s > Higher Is Better a . 57205.0 |================================================================== b . 56252.5 |================================================================= c . 56423.9 |================================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 1.51891356 |=============================================================== b . 1.47953148 |============================================================= c . 1.47767494 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 4.96799863 |============================================================== b . 5.05491803 |=============================================================== c . 5.04063531 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 13.42 |==================================================================== b . 13.44 |==================================================================== c . 13.51 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries Seconds < Lower Is Better a . 24.17 |================================================================== b . 24.89 |==================================================================== c . 25.00 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 Seconds < Lower Is Better a . 3.11813903 |============================================================== b . 3.15593004 |=============================================================== c . 3.09720683 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 Seconds < Lower Is Better a . 1.50106955 |=============================================================== b . 1.41991067 |============================================================ c . 1.37367940 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 Seconds < Lower Is Better a . 2.51740241 |============================================================= b . 2.53519988 |============================================================== c . 2.58462906 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 Seconds < Lower Is Better a . 2.33742785 |=============================================================== b . 2.35218143 |=============================================================== c . 2.14378142 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 Seconds < Lower Is Better a . 2.45946813 |=============================================================== b . 2.45459294 |=============================================================== c . 2.39056325 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 Seconds < Lower Is Better a . 0.37237483 |============================================================= b . 0.38475433 |=============================================================== c . 0.30270249 |================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 Seconds < Lower Is Better a . 2.50697136 |=============================================================== b . 2.34698224 |=========================================================== c . 2.42848158 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 Seconds < Lower Is Better a . 1.58599615 |============================================================== b . 1.59978378 |=============================================================== c . 1.57654107 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 Seconds < Lower Is Better a . 3.10479283 |============================================================= b . 3.18722510 |=============================================================== c . 3.09847164 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 Seconds < Lower Is Better a . 2.19158959 |=============================================================== b . 2.07343245 |============================================================ c . 2.11511016 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 Seconds < Lower Is Better a . 0.75734341 |=============================================================== b . 0.72336912 |============================================================ c . 0.69618446 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 Seconds < Lower Is Better a . 1.32404113 |============================================================= b . 1.36916709 |=============================================================== c . 1.28390682 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 Seconds < Lower Is Better a . 0.84505594 |=============================================================== b . 0.76787025 |========================================================= c . 0.84979033 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 Seconds < Lower Is Better a . 1.29217482 |============================================================ b . 1.35796571 |=============================================================== c . 1.35046673 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 Seconds < Lower Is Better a . 1.62079513 |=============================================================== b . 1.54829574 |============================================================ c . 1.55975080 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 Seconds < Lower Is Better a . 0.92593056 |============================================================== b . 0.83235848 |======================================================== c . 0.94181794 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 Seconds < Lower Is Better a . 2.03973651 |============================================================ b . 1.99548805 |========================================================== c . 2.15241623 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 Seconds < Lower Is Better a . 3.23498678 |============================================================== b . 3.30404043 |=============================================================== c . 3.07040811 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 Seconds < Lower Is Better a . 0.49329549 |=============================================================== b . 0.48743689 |============================================================== c . 0.48511827 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 Seconds < Lower Is Better a . 1.98389852 |=============================================================== b . 1.89088869 |============================================================ c . 1.86651027 |=========================================================== Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 Seconds < Lower Is Better a . 6.02661514 |=============================================================== b . 6.00196791 |=============================================================== c . 5.84427834 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 Seconds < Lower Is Better a . 0.76568067 |=============================================================== b . 0.69433546 |========================================================= c . 0.64223039 |===================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 Seconds < Lower Is Better a . 4.49434376 |============================================================== b . 4.41376400 |============================================================ c . 4.60054493 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 Seconds < Lower Is Better a . 3.38484430 |============================================================= b . 3.47544336 |=============================================================== c . 3.37414861 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 Seconds < Lower Is Better a . 6.13379049 |========================================================= b . 6.34404755 |=========================================================== c . 6.81219864 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 Seconds < Lower Is Better a . 5.05504417 |============================================================ b . 5.34387636 |=============================================================== c . 4.91738033 |========================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 Seconds < Lower Is Better a . 8.41058254 |=============================================================== b . 8.36106014 |=============================================================== c . 8.35870838 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 Seconds < Lower Is Better a . 1.56427085 |============================================================ b . 1.62478590 |=============================================================== c . 1.63041437 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 Seconds < Lower Is Better a . 6.51667595 |============================================================ b . 6.81242418 |============================================================== c . 6.87554359 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 Seconds < Lower Is Better a . 7.11018515 |=============================================================== b . 7.14162970 |=============================================================== c . 7.02749777 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 Seconds < Lower Is Better a . 11.03 |==================================================================== b . 10.62 |================================================================= c . 10.71 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 Seconds < Lower Is Better a . 6.88861942 |============================================================== b . 7.00270653 |=============================================================== c . 7.00415373 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 Seconds < Lower Is Better a . 3.71962643 |============================================================= b . 3.85801053 |=============================================================== c . 3.85913682 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 Seconds < Lower Is Better a . 4.49249029 |============================================================ b . 4.45917034 |============================================================ c . 4.67835808 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 Seconds < Lower Is Better a . 3.01429987 |============================================================ b . 3.12149072 |============================================================== c . 3.14841723 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 Seconds < Lower Is Better a . 3.02889991 |============================================================= b . 3.12050486 |=============================================================== c . 3.07320762 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 Seconds < Lower Is Better a . 2.91853523 |=============================================================== b . 2.92201185 |=============================================================== c . 2.92050409 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 Seconds < Lower Is Better a . 3.18672180 |=============================================================== b . 3.19056916 |=============================================================== c . 3.17122769 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 Seconds < Lower Is Better a . 6.41755915 |============================================================== b . 6.50297070 |=============================================================== c . 6.53743744 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 Seconds < Lower Is Better a . 8.24496555 |====================================================== b . 9.53253078 |=============================================================== c . 8.43839550 |======================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 Seconds < Lower Is Better a . 2.95919561 |=============================================================== b . 2.93612957 |=============================================================== c . 2.92710781 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 Seconds < Lower Is Better a . 5.55879831 |============================================================== b . 5.57176781 |============================================================== c . 5.62863016 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 Seconds < Lower Is Better a . 17.45 |=================================================================== b . 17.84 |==================================================================== c . 17.36 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 Seconds < Lower Is Better a . 2.37985826 |=========================================================== b . 2.39569354 |=========================================================== c . 2.55949187 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 Seconds < Lower Is Better a . 10.04 |=================================================================== b . 10.12 |=================================================================== c . 10.20 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 Seconds < Lower Is Better a . 7.35925674 |=============================================================== b . 7.31851864 |=============================================================== c . 7.10811806 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 Seconds < Lower Is Better a . 21.64 |==================================================================== b . 21.54 |==================================================================== c . 18.05 |========================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 Seconds < Lower Is Better a . 13.12 |==================================================================== b . 12.19 |=============================================================== c . 12.77 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 Seconds < Lower Is Better a . 21.04 |================================================================== b . 21.53 |==================================================================== c . 19.81 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 Seconds < Lower Is Better a . 6.49295807 |============================================================== b . 6.49882984 |============================================================== c . 6.58869600 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 Seconds < Lower Is Better a . 17.29 |==================================================================== b . 17.31 |==================================================================== c . 17.23 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 Seconds < Lower Is Better a . 18.46 |=================================================================== b . 18.73 |==================================================================== c . 18.49 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 Seconds < Lower Is Better a . 25.20 |================================================================== b . 25.01 |================================================================= c . 26.16 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 Seconds < Lower Is Better a . 17.07 |==================================================================== b . 17.15 |==================================================================== c . 16.95 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 Seconds < Lower Is Better a . 6.78428793 |=============================================================== b . 6.60671139 |============================================================= c . 6.62817478 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 Seconds < Lower Is Better a . 14.23 |==================================================================== b . 13.83 |================================================================== c . 14.04 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 Seconds < Lower Is Better a . 6.99574947 |============================================================ b . 7.16858625 |============================================================== c . 7.28804493 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 Seconds < Lower Is Better a . 9.70560741 |=========================================================== b . 10.06569386 |============================================================= c . 10.18012333 |============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 Seconds < Lower Is Better a . 8.51527596 |=============================================================== b . 8.38387203 |============================================================== c . 8.26745319 |============================================================= Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 Seconds < Lower Is Better a . 7.47283697 |============================================================ b . 7.53124523 |============================================================= c . 7.81196070 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 Seconds < Lower Is Better a . 21.98 |==================================================================== b . 21.85 |==================================================================== c . 21.92 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 Seconds < Lower Is Better a . 25.00 |=================================================================== b . 25.02 |=================================================================== c . 25.22 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 Seconds < Lower Is Better a . 9.16332626 |============================================================== b . 9.28353310 |=============================================================== c . 9.21878719 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 Seconds < Lower Is Better a . 14.24 |==================================================================== b . 14.15 |==================================================================== c . 14.12 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 Seconds < Lower Is Better a . 57.33 |=================================================================== b . 57.93 |==================================================================== c . 56.83 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 Seconds < Lower Is Better a . 6.08925676 |=============================================================== b . 6.05252361 |=============================================================== c . 6.09238052 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 Seconds < Lower Is Better a . 17.47 |==================================================================== b . 17.50 |==================================================================== c . 17.50 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 Seconds < Lower Is Better a . 10.38 |=================================================================== b . 10.55 |==================================================================== c . 10.39 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 Seconds < Lower Is Better a . 32.94 |================================================================ b . 30.53 |============================================================ c . 34.77 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 Seconds < Lower Is Better a . 22.33 |=========================================================== b . 25.06 |================================================================== c . 25.67 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 Seconds < Lower Is Better a . 33.92 |=================================================================== b . 34.68 |==================================================================== c . 34.23 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 Seconds < Lower Is Better a . 13.87 |================================================================== b . 13.94 |=================================================================== c . 14.25 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 Seconds < Lower Is Better a . 28.35 |================================================================ b . 30.20 |==================================================================== c . 29.12 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 Seconds < Lower Is Better a . 31.53 |=================================================================== b . 31.83 |==================================================================== c . 31.85 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 Seconds < Lower Is Better a . 46.22 |============================================================== b . 47.60 |================================================================ c . 50.96 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 Seconds < Lower Is Better a . 30.49 |============================================================= b . 33.99 |==================================================================== c . 32.76 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 Seconds < Lower Is Better a . 8.78064823 |============================================================== b . 8.79490376 |============================================================== c . 8.89297771 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 Seconds < Lower Is Better a . 22.74 |============================================================= b . 24.91 |=================================================================== c . 25.16 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 Seconds < Lower Is Better a . 11.03 |================================================================= b . 11.48 |==================================================================== c . 11.42 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 Seconds < Lower Is Better a . 19.64 |==================================================================== b . 19.32 |=================================================================== c . 19.00 |================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 Seconds < Lower Is Better a . 16.87 |==================================================================== b . 16.99 |==================================================================== c . 16.79 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 Seconds < Lower Is Better a . 12.22 |========================================================== b . 14.32 |==================================================================== c . 12.61 |============================================================ Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 Seconds < Lower Is Better a . 45.24 |================================================================== b . 44.40 |================================================================= c . 46.38 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 Seconds < Lower Is Better a . 51.25 |============================================================== b . 56.15 |==================================================================== c . 52.04 |=============================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 Seconds < Lower Is Better a . 18.49 |=================================================================== b . 18.81 |==================================================================== c . 18.88 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 Seconds < Lower Is Better a . 27.67 |=================================================================== b . 24.61 |============================================================ c . 28.08 |==================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 Seconds < Lower Is Better a . 118.82 |================================================================== b . 114.37 |=============================================================== c . 121.33 |=================================================================== Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 Seconds < Lower Is Better a . 10.06 |============================================================== b . 10.88 |=================================================================== c . 10.98 |====================================================================