tpch raptor lake refresh

Intel Core i9-14900K testing with a ASUS PRIME Z790-P WIFI (1402 BIOS) and AMD Radeon 15GB 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 2312042-PTS-TPCHRAPT66
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
a
December 04 2023
  14 Hours, 16 Minutes
b
December 04 2023
  14 Hours, 22 Minutes
c
December 04 2023
  14 Hours, 39 Minutes
Invert Hiding All Results Option
  14 Hours, 26 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):


tpch raptor lake refreshOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-14900K @ 5.70GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (1402 BIOS)Intel Device 7a2732GBWestern Digital WD_BLACK SN850X 1000GBAMD Radeon 15GB (1617/1124MHz)Realtek ALC897ASUS VP28UUbuntu 23.106.5.0-10-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7 + Wayland4.6 Mesa 24.0~git2311100600.05fb6b~oibaf~m (git-05fb6b9 2023-11-10 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.54)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionTpch Raptor Lake Refresh BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4- OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)- Python 3.11.6- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

abcResult OverviewPhoronix Test Suite100%104%107%111%115%Apache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-H50 - G.M.O.A.Q1 - G.M.O.A.Q10 - G.M.O.A.Q50 - Q2250 - Q2150 - Q2050 - Q1950 - Q1850 - Q1750 - Q1650 - Q1550 - Q1450 - Q1350 - Q1250 - Q1150 - Q1050 - Q0950 - Q0850 - Q0750 - Q0650 - Q0550 - Q0450 - Q0350 - Q0250 - Q0110 - Q2210 - Q2110 - Q2010 - Q1910 - Q1810 - Q1710 - Q1610 - Q1510 - Q1410 - Q1310 - Q1210 - Q1110 - Q1010 - Q0910 - Q0810 - Q0710 - Q0610 - Q0510 - Q0410 - Q0310 - Q0210 - Q011 - Q221 - Q211 - Q201 - Q191 - Q181 - Q171 - Q161 - Q151 - Q141 - Q131 - Q121 - Q111 - Q101 - Q091 - Q081 - Q071 - Q061 - Q051 - Q041 - Q031 - Q021 - Q01

tpch raptor lake refreshspark-tpch: 50 - Q22spark-tpch: 50 - Q21spark-tpch: 50 - Q20spark-tpch: 50 - Q19spark-tpch: 50 - Q18spark-tpch: 50 - Q17spark-tpch: 50 - Q16spark-tpch: 50 - Q15spark-tpch: 50 - Q14spark-tpch: 50 - Q13spark-tpch: 50 - Q12spark-tpch: 50 - Q11spark-tpch: 50 - Q10spark-tpch: 50 - Q09spark-tpch: 50 - Q08spark-tpch: 50 - Q07spark-tpch: 50 - Q06spark-tpch: 50 - Q05spark-tpch: 50 - Q04spark-tpch: 50 - Q03spark-tpch: 50 - Q02spark-tpch: 50 - Q01spark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 10 - Q22spark-tpch: 10 - Q21spark-tpch: 10 - Q20spark-tpch: 10 - Q19spark-tpch: 10 - Q18spark-tpch: 10 - Q17spark-tpch: 10 - Q16spark-tpch: 10 - Q15spark-tpch: 10 - Q14spark-tpch: 10 - Q13spark-tpch: 10 - Q12spark-tpch: 10 - Q11spark-tpch: 10 - Q10spark-tpch: 10 - Q09spark-tpch: 10 - Q08spark-tpch: 10 - Q07spark-tpch: 10 - Q06spark-tpch: 10 - Q05spark-tpch: 10 - Q04spark-tpch: 10 - Q03spark-tpch: 10 - Q02spark-tpch: 10 - Q01spark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 1 - Q22spark-tpch: 1 - Q21spark-tpch: 1 - Q20spark-tpch: 1 - Q19spark-tpch: 1 - Q18spark-tpch: 1 - Q17spark-tpch: 1 - Q16spark-tpch: 1 - Q15spark-tpch: 1 - Q14spark-tpch: 1 - Q13spark-tpch: 1 - Q12spark-tpch: 1 - Q11spark-tpch: 1 - Q10spark-tpch: 1 - Q09spark-tpch: 1 - Q08spark-tpch: 1 - Q07spark-tpch: 1 - Q06spark-tpch: 1 - Q05spark-tpch: 1 - Q04spark-tpch: 1 - Q03spark-tpch: 1 - Q02spark-tpch: 1 - Q01spark-tpch: 1 - Geometric Mean Of All Queriesabc7.25329781105.8925933823.0018762020.1016101849.5824966447.398349765.8370590218.5490951520.2036393510.4583362025.951365154.5672152926.8085448037.0733617128.8907458027.1893819217.5854237930.4408632925.1687997229.693055475.9366164221.3066355420.926580241.7450782819.757548654.889930094.1602309510.109531729.533895491.879596513.890746994.214814192.360853044.953968051.370762475.769618198.062225186.092596855.489208543.556625216.509300075.304034556.313166301.927962465.416866154.622163840.511430383.031555410.889609850.615442671.393104591.168189330.613134940.631158690.608994270.624153690.826151930.502257421.007547281.756822390.956949451.074576700.445495571.128860590.954276781.117381971.079544261.965442740.877762997.36617533106.3948923723.0644124323.0106538152.8323313447.113503775.4272289318.5598729420.3458461810.2733634325.685981124.6715893726.6567045936.3519630528.6978149427.0364399017.6764221230.0687052426.3329556829.430536915.6199963921.6253013621.069710501.8887992319.522759764.914939094.0649156610.076985369.507862091.757082783.919005714.495748362.318979504.967684111.295265915.549015367.672080046.055540245.528435393.585188556.456569205.325991156.170678301.962858245.406970824.584358680.494543813.139269040.894029520.573848351.447111131.140700340.599785430.646340610.593668900.661032160.841165960.476529941.045679371.671709420.932075421.073411380.447997831.187351460.940411921.192312281.126881882.005110340.872542247.26467959107.1757710823.1213665020.2914028250.0381863947.342895515.1899366418.6579011320.3463160210.2146062825.564696634.5133937227.1408564236.7741406829.1726563827.2562255817.6964956930.4676119525.3590723729.430282595.7060322721.7172260320.786553941.8447383219.465873084.836949194.1592679010.133581169.683472001.699907704.021243814.127534872.276659014.904390661.438756425.945309007.740558625.982488005.613779393.559795066.529461705.281606836.289603551.962733675.498143514.602351570.545038643.059672590.898028470.633740291.447962311.153938550.625398170.622650470.605171080.631280430.815925110.476935791.039058771.702552990.966751641.115681650.448662441.189025231.000647481.158202531.022450812.003405170.88304768OpenBenchmarking.org

Apache Spark TPC-H

This is a benchmark of Apache Spark using TPC-H data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration using spark-submit. The test makes use of https://github.com/ssavvides/tpch-spark/ for facilitating the TPC-H benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22acb246810SE +/- 0.08879993, N = 3SE +/- 0.07415564, N = 3SE +/- 0.05972765, N = 37.253297817.264679597.36617533
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22acb3691215Min: 7.08 / Avg: 7.25 / Max: 7.37Min: 7.18 / Avg: 7.26 / Max: 7.41Min: 7.28 / Avg: 7.37 / Max: 7.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21abc20406080100SE +/- 0.34, N = 3SE +/- 0.93, N = 3SE +/- 0.47, N = 3105.89106.39107.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21abc20406080100Min: 105.22 / Avg: 105.89 / Max: 106.29Min: 105.3 / Avg: 106.39 / Max: 108.24Min: 106.57 / Avg: 107.18 / Max: 108.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20abc612182430SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 323.0023.0623.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20abc510152025Min: 22.68 / Avg: 23 / Max: 23.29Min: 22.73 / Avg: 23.06 / Max: 23.26Min: 22.93 / Avg: 23.12 / Max: 23.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19acb612182430SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 2.78, N = 320.1020.2923.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19acb510152025Min: 19.98 / Avg: 20.1 / Max: 20.18Min: 20.04 / Avg: 20.29 / Max: 20.72Min: 20.12 / Avg: 23.01 / Max: 28.57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18acb1224364860SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 2.86, N = 349.5850.0452.83
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18acb1122334455Min: 49.29 / Avg: 49.58 / Max: 50.02Min: 49.76 / Avg: 50.04 / Max: 50.26Min: 49.77 / Avg: 52.83 / Max: 58.54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17bca1122334455SE +/- 0.37, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 347.1147.3447.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17bca1020304050Min: 46.56 / Avg: 47.11 / Max: 47.81Min: 47.27 / Avg: 47.34 / Max: 47.45Min: 47.08 / Avg: 47.4 / Max: 47.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16cba1.31332.62663.93995.25326.5665SE +/- 0.07663613, N = 3SE +/- 0.18940471, N = 3SE +/- 0.40496749, N = 35.189936645.427228935.83705902
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16cba246810Min: 5.05 / Avg: 5.19 / Max: 5.31Min: 5.09 / Avg: 5.43 / Max: 5.75Min: 5.32 / Avg: 5.84 / Max: 6.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15abc510152025SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 318.5518.5618.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15abc510152025Min: 18.39 / Avg: 18.55 / Max: 18.75Min: 18.39 / Avg: 18.56 / Max: 18.88Min: 18.49 / Avg: 18.66 / Max: 18.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14abc510152025SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 320.2020.3520.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14abc510152025Min: 19.98 / Avg: 20.2 / Max: 20.41Min: 20.22 / Avg: 20.35 / Max: 20.54Min: 20.15 / Avg: 20.35 / Max: 20.57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13cba3691215SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 310.2110.2710.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13cba3691215Min: 10.15 / Avg: 10.21 / Max: 10.32Min: 9.95 / Avg: 10.27 / Max: 10.53Min: 10.28 / Avg: 10.46 / Max: 10.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12cba612182430SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.28, N = 325.5625.6925.95
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12cba612182430Min: 24.93 / Avg: 25.56 / Max: 26.22Min: 25.25 / Avg: 25.69 / Max: 26.16Min: 25.61 / Avg: 25.95 / Max: 26.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11cab1.05112.10223.15334.20445.2555SE +/- 0.04204767, N = 3SE +/- 0.08969490, N = 3SE +/- 0.07155205, N = 34.513393724.567215294.67158937
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11cab246810Min: 4.43 / Avg: 4.51 / Max: 4.58Min: 4.44 / Avg: 4.57 / Max: 4.74Min: 4.56 / Avg: 4.67 / Max: 4.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10bac612182430SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 326.6626.8127.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10bac612182430Min: 26.38 / Avg: 26.66 / Max: 26.91Min: 26.77 / Avg: 26.81 / Max: 26.86Min: 26.71 / Avg: 27.14 / Max: 27.84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09bca918273645SE +/- 0.20, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 336.3536.7737.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09bca816243240Min: 36 / Avg: 36.35 / Max: 36.69Min: 36.11 / Avg: 36.77 / Max: 37.41Min: 36.11 / Avg: 37.07 / Max: 37.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08bac714212835SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 328.7028.8929.17
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08bac612182430Min: 28.58 / Avg: 28.7 / Max: 28.81Min: 28.61 / Avg: 28.89 / Max: 29.32Min: 28.71 / Avg: 29.17 / Max: 29.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07bac612182430SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 327.0427.1927.26
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07bac612182430Min: 26.74 / Avg: 27.04 / Max: 27.52Min: 27.1 / Avg: 27.19 / Max: 27.27Min: 26.94 / Avg: 27.26 / Max: 27.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06abc48121620SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 317.5917.6817.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06abc48121620Min: 17.48 / Avg: 17.59 / Max: 17.65Min: 17.59 / Avg: 17.68 / Max: 17.81Min: 17.62 / Avg: 17.7 / Max: 17.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05bac714212835SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 330.0730.4430.47
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05bac714212835Min: 29.58 / Avg: 30.07 / Max: 30.5Min: 30.27 / Avg: 30.44 / Max: 30.62Min: 29.79 / Avg: 30.47 / Max: 31.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04acb612182430SE +/- 0.14, N = 3SE +/- 0.30, N = 3SE +/- 1.37, N = 325.1725.3626.33
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04acb612182430Min: 24.91 / Avg: 25.17 / Max: 25.38Min: 24.78 / Avg: 25.36 / Max: 25.76Min: 24.7 / Avg: 26.33 / Max: 29.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03cba714212835SE +/- 0.30, N = 3SE +/- 0.35, N = 3SE +/- 0.22, N = 329.4329.4329.69
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03cba714212835Min: 28.96 / Avg: 29.43 / Max: 30Min: 28.84 / Avg: 29.43 / Max: 30.05Min: 29.32 / Avg: 29.69 / Max: 30.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02bca1.33572.67144.00715.34286.6785SE +/- 0.10684775, N = 3SE +/- 0.18774866, N = 3SE +/- 0.39449648, N = 35.619996395.706032275.93661642
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02bca246810Min: 5.5 / Avg: 5.62 / Max: 5.83Min: 5.42 / Avg: 5.71 / Max: 6.06Min: 5.39 / Avg: 5.94 / Max: 6.7

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01abc510152025SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.45, N = 321.3121.6321.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01abc510152025Min: 20.77 / Avg: 21.31 / Max: 21.86Min: 21.23 / Avg: 21.63 / Max: 22.39Min: 21.21 / Avg: 21.72 / Max: 22.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriescab510152025SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 320.7920.9321.07MIN: 4.43 / MAX: 108.1MIN: 4.44 / MAX: 106.29MIN: 4.56 / MAX: 108.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriescab510152025Min: 20.66 / Avg: 20.79 / Max: 20.89Min: 20.8 / Avg: 20.93 / Max: 21.17Min: 20.57 / Avg: 21.07 / Max: 21.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22acb0.4250.851.2751.72.125SE +/- 0.03616955, N = 3SE +/- 0.04540125, N = 3SE +/- 0.19973525, N = 31.745078281.844738321.88879923
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22acb246810Min: 1.68 / Avg: 1.75 / Max: 1.81Min: 1.76 / Avg: 1.84 / Max: 1.91Min: 1.66 / Avg: 1.89 / Max: 2.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21cba510152025SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 319.4719.5219.76
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21cba510152025Min: 19.23 / Avg: 19.47 / Max: 19.8Min: 19.16 / Avg: 19.52 / Max: 20.01Min: 19.47 / Avg: 19.76 / Max: 19.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20cab1.10592.21183.31774.42365.5295SE +/- 0.03240981, N = 3SE +/- 0.03484394, N = 3SE +/- 0.04933337, N = 34.836949194.889930094.91493909
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20cab246810Min: 4.8 / Avg: 4.84 / Max: 4.9Min: 4.82 / Avg: 4.89 / Max: 4.94Min: 4.83 / Avg: 4.91 / Max: 5

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19bca0.93611.87222.80833.74444.6805SE +/- 0.01269652, N = 3SE +/- 0.03175194, N = 3SE +/- 0.04893303, N = 34.064915664.159267904.16023095
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19bca246810Min: 4.05 / Avg: 4.06 / Max: 4.09Min: 4.1 / Avg: 4.16 / Max: 4.2Min: 4.08 / Avg: 4.16 / Max: 4.25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18bac3691215SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 310.0810.1110.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18bac3691215Min: 10.03 / Avg: 10.08 / Max: 10.14Min: 9.98 / Avg: 10.11 / Max: 10.18Min: 10.06 / Avg: 10.13 / Max: 10.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17bac3691215SE +/- 0.02622960, N = 3SE +/- 0.09124726, N = 3SE +/- 0.05776654, N = 39.507862099.533895499.68347200
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17bac3691215Min: 9.46 / Avg: 9.51 / Max: 9.54Min: 9.4 / Avg: 9.53 / Max: 9.71Min: 9.62 / Avg: 9.68 / Max: 9.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16cba0.42290.84581.26871.69162.1145SE +/- 0.05466908, N = 3SE +/- 0.03946799, N = 3SE +/- 0.08706420, N = 31.699907701.757082781.87959651
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16cba246810Min: 1.6 / Avg: 1.7 / Max: 1.78Min: 1.7 / Avg: 1.76 / Max: 1.83Min: 1.78 / Avg: 1.88 / Max: 2.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15abc0.90481.80962.71443.61924.524SE +/- 0.01037973, N = 3SE +/- 0.01467620, N = 3SE +/- 0.09181390, N = 33.890746993.919005714.02124381
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15abc246810Min: 3.87 / Avg: 3.89 / Max: 3.91Min: 3.89 / Avg: 3.92 / Max: 3.94Min: 3.88 / Avg: 4.02 / Max: 4.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14cab1.01152.0233.03454.0465.0575SE +/- 0.05388011, N = 3SE +/- 0.10426379, N = 3SE +/- 0.04072490, N = 34.127534874.214814194.49574836
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14cab246810Min: 4.07 / Avg: 4.13 / Max: 4.24Min: 4.1 / Avg: 4.21 / Max: 4.42Min: 4.42 / Avg: 4.5 / Max: 4.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13cba0.53121.06241.59362.12482.656SE +/- 0.04558576, N = 3SE +/- 0.03976253, N = 3SE +/- 0.11522013, N = 32.276659012.318979502.36085304
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13cba246810Min: 2.19 / Avg: 2.28 / Max: 2.35Min: 2.27 / Avg: 2.32 / Max: 2.4Min: 2.14 / Avg: 2.36 / Max: 2.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12cab1.11772.23543.35314.47085.5885SE +/- 0.07739419, N = 3SE +/- 0.04666689, N = 3SE +/- 0.07326101, N = 34.904390664.953968054.96768411
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12cab246810Min: 4.75 / Avg: 4.9 / Max: 5Min: 4.86 / Avg: 4.95 / Max: 5.02Min: 4.87 / Avg: 4.97 / Max: 5.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11bac0.32370.64740.97111.29481.6185SE +/- 0.04245030, N = 3SE +/- 0.05436805, N = 3SE +/- 0.05071133, N = 31.295265911.370762471.43875642
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11bac246810Min: 1.23 / Avg: 1.3 / Max: 1.37Min: 1.28 / Avg: 1.37 / Max: 1.46Min: 1.35 / Avg: 1.44 / Max: 1.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10bac1.33772.67544.01315.35086.6885SE +/- 0.07921354, N = 3SE +/- 0.10525463, N = 3SE +/- 0.06029529, N = 35.549015365.769618195.94530900
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10bac246810Min: 5.43 / Avg: 5.55 / Max: 5.7Min: 5.59 / Avg: 5.77 / Max: 5.96Min: 5.86 / Avg: 5.95 / Max: 6.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09bca246810SE +/- 0.13293258, N = 3SE +/- 0.14477705, N = 3SE +/- 0.18978055, N = 37.672080047.740558628.06222518
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09bca3691215Min: 7.44 / Avg: 7.67 / Max: 7.9Min: 7.57 / Avg: 7.74 / Max: 8.03Min: 7.71 / Avg: 8.06 / Max: 8.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08cba246810SE +/- 0.03840569, N = 3SE +/- 0.06206116, N = 3SE +/- 0.07071426, N = 35.982488006.055540246.09259685
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08cba246810Min: 5.91 / Avg: 5.98 / Max: 6.05Min: 5.93 / Avg: 6.06 / Max: 6.14Min: 5.96 / Avg: 6.09 / Max: 6.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07abc1.26312.52623.78935.05246.3155SE +/- 0.05347363, N = 3SE +/- 0.03015178, N = 3SE +/- 0.08448470, N = 35.489208545.528435395.61377939
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07abc246810Min: 5.38 / Avg: 5.49 / Max: 5.56Min: 5.47 / Avg: 5.53 / Max: 5.58Min: 5.53 / Avg: 5.61 / Max: 5.78

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06acb0.80671.61342.42013.22684.0335SE +/- 0.00338262, N = 3SE +/- 0.02890393, N = 3SE +/- 0.03708451, N = 33.556625213.559795063.58518855
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06acb246810Min: 3.55 / Avg: 3.56 / Max: 3.56Min: 3.5 / Avg: 3.56 / Max: 3.6Min: 3.51 / Avg: 3.59 / Max: 3.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05bac246810SE +/- 0.06209396, N = 3SE +/- 0.08395828, N = 3SE +/- 0.08877337, N = 36.456569206.509300076.52946170
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05bac3691215Min: 6.38 / Avg: 6.46 / Max: 6.58Min: 6.34 / Avg: 6.51 / Max: 6.6Min: 6.39 / Avg: 6.53 / Max: 6.69

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04cab1.19832.39663.59494.79325.9915SE +/- 0.03886994, N = 3SE +/- 0.10565333, N = 3SE +/- 0.10290072, N = 35.281606835.304034555.32599115
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04cab246810Min: 5.22 / Avg: 5.28 / Max: 5.35Min: 5.11 / Avg: 5.3 / Max: 5.47Min: 5.22 / Avg: 5.33 / Max: 5.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03bca246810SE +/- 0.05504390, N = 3SE +/- 0.11388393, N = 3SE +/- 0.12005156, N = 36.170678306.289603556.31316630
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03bca3691215Min: 6.06 / Avg: 6.17 / Max: 6.23Min: 6.16 / Avg: 6.29 / Max: 6.52Min: 6.12 / Avg: 6.31 / Max: 6.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02acb0.44160.88321.32481.76642.208SE +/- 0.03957265, N = 3SE +/- 0.06896646, N = 3SE +/- 0.01619127, N = 31.927962461.962733671.96285824
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02acb246810Min: 1.88 / Avg: 1.93 / Max: 2.01Min: 1.89 / Avg: 1.96 / Max: 2.1Min: 1.93 / Avg: 1.96 / Max: 1.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01bac1.23712.47423.71134.94846.1855SE +/- 0.04076953, N = 3SE +/- 0.01594396, N = 3SE +/- 0.05370656, N = 35.406970825.416866155.49814351
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01bac246810Min: 5.33 / Avg: 5.41 / Max: 5.45Min: 5.39 / Avg: 5.42 / Max: 5.44Min: 5.39 / Avg: 5.5 / Max: 5.57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesbca1.042.083.124.165.2SE +/- 0.04191924, N = 3SE +/- 0.01708274, N = 3SE +/- 0.02540501, N = 34.584358684.602351574.62216384MIN: 1.23 / MAX: 20.01MIN: 1.35 / MAX: 19.8MIN: 1.28 / MAX: 19.92
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesbca246810Min: 4.54 / Avg: 4.58 / Max: 4.67Min: 4.58 / Avg: 4.6 / Max: 4.64Min: 4.58 / Avg: 4.62 / Max: 4.67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22bac0.12260.24520.36780.49040.613SE +/- 0.01280428, N = 3SE +/- 0.01197312, N = 3SE +/- 0.01483143, N = 50.494543810.511430380.54503864
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22bac246810Min: 0.47 / Avg: 0.49 / Max: 0.52Min: 0.49 / Avg: 0.51 / Max: 0.52Min: 0.51 / Avg: 0.55 / Max: 0.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21acb0.70631.41262.11892.82523.5315SE +/- 0.07037842, N = 3SE +/- 0.07324751, N = 5SE +/- 0.07871920, N = 33.031555413.059672593.13926904
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21acb246810Min: 2.9 / Avg: 3.03 / Max: 3.13Min: 2.91 / Avg: 3.06 / Max: 3.24Min: 2.99 / Avg: 3.14 / Max: 3.26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20abc0.20210.40420.60630.80841.0105SE +/- 0.01136903, N = 3SE +/- 0.00235428, N = 3SE +/- 0.02169782, N = 50.889609850.894029520.89802847
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20abc246810Min: 0.88 / Avg: 0.89 / Max: 0.91Min: 0.89 / Avg: 0.89 / Max: 0.9Min: 0.84 / Avg: 0.9 / Max: 0.97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19bac0.14260.28520.42780.57040.713SE +/- 0.00819637, N = 3SE +/- 0.03812282, N = 3SE +/- 0.02637092, N = 50.573848350.615442670.63374029
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19bac246810Min: 0.56 / Avg: 0.57 / Max: 0.58Min: 0.58 / Avg: 0.62 / Max: 0.69Min: 0.57 / Avg: 0.63 / Max: 0.71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18abc0.32580.65160.97741.30321.629SE +/- 0.03736446, N = 3SE +/- 0.05543091, N = 3SE +/- 0.03225756, N = 51.393104591.447111131.44796231
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18abc246810Min: 1.32 / Avg: 1.39 / Max: 1.43Min: 1.36 / Avg: 1.45 / Max: 1.55Min: 1.37 / Avg: 1.45 / Max: 1.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17bca0.26280.52560.78841.05121.314SE +/- 0.02002921, N = 3SE +/- 0.00618880, N = 5SE +/- 0.01661503, N = 31.140700341.153938551.16818933
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17bca246810Min: 1.1 / Avg: 1.14 / Max: 1.17Min: 1.14 / Avg: 1.15 / Max: 1.18Min: 1.14 / Avg: 1.17 / Max: 1.19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16bac0.14070.28140.42210.56280.7035SE +/- 0.01159593, N = 3SE +/- 0.01122523, N = 3SE +/- 0.00366242, N = 50.599785430.613134940.62539817
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16bac246810Min: 0.58 / Avg: 0.6 / Max: 0.62Min: 0.59 / Avg: 0.61 / Max: 0.63Min: 0.62 / Avg: 0.63 / Max: 0.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15cab0.14540.29080.43620.58160.727SE +/- 0.00535155, N = 5SE +/- 0.01053189, N = 3SE +/- 0.01497221, N = 30.622650470.631158690.64634061
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15cab246810Min: 0.61 / Avg: 0.62 / Max: 0.64Min: 0.62 / Avg: 0.63 / Max: 0.65Min: 0.63 / Avg: 0.65 / Max: 0.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14bca0.1370.2740.4110.5480.685SE +/- 0.00356042, N = 3SE +/- 0.00636362, N = 5SE +/- 0.01071812, N = 30.593668900.605171080.60899427
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14bca246810Min: 0.59 / Avg: 0.59 / Max: 0.6Min: 0.59 / Avg: 0.61 / Max: 0.63Min: 0.59 / Avg: 0.61 / Max: 0.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13acb0.14870.29740.44610.59480.7435SE +/- 0.01794735, N = 3SE +/- 0.02316584, N = 5SE +/- 0.04564272, N = 30.624153690.631280430.66103216
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13acb246810Min: 0.59 / Avg: 0.62 / Max: 0.65Min: 0.58 / Avg: 0.63 / Max: 0.71Min: 0.58 / Avg: 0.66 / Max: 0.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12cab0.18930.37860.56790.75720.9465SE +/- 0.00977394, N = 5SE +/- 0.01044729, N = 3SE +/- 0.01516868, N = 30.815925110.826151930.84116596
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12cab246810Min: 0.8 / Avg: 0.82 / Max: 0.85Min: 0.81 / Avg: 0.83 / Max: 0.84Min: 0.81 / Avg: 0.84 / Max: 0.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11bca0.1130.2260.3390.4520.565SE +/- 0.01124001, N = 3SE +/- 0.01029070, N = 5SE +/- 0.02619047, N = 30.476529940.476935790.50225742
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11bca246810Min: 0.46 / Avg: 0.48 / Max: 0.5Min: 0.45 / Avg: 0.48 / Max: 0.51Min: 0.46 / Avg: 0.5 / Max: 0.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10acb0.23530.47060.70590.94121.1765SE +/- 0.02276922, N = 3SE +/- 0.02707250, N = 5SE +/- 0.02586816, N = 31.007547281.039058771.04567937
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10acb246810Min: 0.96 / Avg: 1.01 / Max: 1.03Min: 0.94 / Avg: 1.04 / Max: 1.1Min: 1 / Avg: 1.05 / Max: 1.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09bca0.39530.79061.18591.58121.9765SE +/- 0.01118125, N = 3SE +/- 0.04620451, N = 5SE +/- 0.02042088, N = 31.671709421.702552991.75682239
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09bca246810Min: 1.65 / Avg: 1.67 / Max: 1.69Min: 1.62 / Avg: 1.7 / Max: 1.88Min: 1.72 / Avg: 1.76 / Max: 1.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08bac0.21750.4350.65250.871.0875SE +/- 0.02504056, N = 3SE +/- 0.02085146, N = 3SE +/- 0.03104628, N = 50.932075420.956949450.96675164
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08bac246810Min: 0.88 / Avg: 0.93 / Max: 0.97Min: 0.93 / Avg: 0.96 / Max: 1Min: 0.9 / Avg: 0.97 / Max: 1.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07bac0.2510.5020.7531.0041.255SE +/- 0.03835809, N = 3SE +/- 0.02652786, N = 3SE +/- 0.02627718, N = 51.073411381.074576701.11568165
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07bac246810Min: 1.02 / Avg: 1.07 / Max: 1.15Min: 1.04 / Avg: 1.07 / Max: 1.13Min: 1.05 / Avg: 1.12 / Max: 1.19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06abc0.10090.20180.30270.40360.5045SE +/- 0.00381918, N = 3SE +/- 0.00452793, N = 3SE +/- 0.00509602, N = 50.445495570.447997830.44866244
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06abc12345Min: 0.44 / Avg: 0.45 / Max: 0.45Min: 0.44 / Avg: 0.45 / Max: 0.46Min: 0.44 / Avg: 0.45 / Max: 0.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05abc0.26750.5350.80251.071.3375SE +/- 0.02966001, N = 3SE +/- 0.07466321, N = 3SE +/- 0.02940788, N = 51.128860591.187351461.18902523
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05abc246810Min: 1.07 / Avg: 1.13 / Max: 1.17Min: 1.09 / Avg: 1.19 / Max: 1.33Min: 1.13 / Avg: 1.19 / Max: 1.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04bac0.22510.45020.67530.90041.1255SE +/- 0.00570430, N = 3SE +/- 0.00533023, N = 3SE +/- 0.04075950, N = 50.940411920.954276781.00064748
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04bac246810Min: 0.93 / Avg: 0.94 / Max: 0.95Min: 0.94 / Avg: 0.95 / Max: 0.96Min: 0.93 / Avg: 1 / Max: 1.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03acb0.26830.53660.80491.07321.3415SE +/- 0.02561180, N = 3SE +/- 0.03025807, N = 5SE +/- 0.04314913, N = 31.117381971.158202531.19231228
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03acb246810Min: 1.08 / Avg: 1.12 / Max: 1.17Min: 1.08 / Avg: 1.16 / Max: 1.26Min: 1.13 / Avg: 1.19 / Max: 1.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02cab0.25350.5070.76051.0141.2675SE +/- 0.01462254, N = 5SE +/- 0.01285985, N = 3SE +/- 0.06755222, N = 31.022450811.079544261.12688188
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02cab246810Min: 0.97 / Avg: 1.02 / Max: 1.06Min: 1.06 / Avg: 1.08 / Max: 1.1Min: 1.03 / Avg: 1.13 / Max: 1.26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01acb0.45110.90221.35331.80442.2555SE +/- 0.02759866, N = 3SE +/- 0.01558666, N = 5SE +/- 0.02956222, N = 31.965442742.003405172.00511034
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01acb246810Min: 1.93 / Avg: 1.97 / Max: 2.02Min: 1.96 / Avg: 2 / Max: 2.05Min: 1.96 / Avg: 2.01 / Max: 2.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesbac0.19870.39740.59610.79480.9935SE +/- 0.00863163, N = 3SE +/- 0.01034684, N = 3SE +/- 0.00898441, N = 50.872542240.877762990.88304768MIN: 0.46 / MAX: 3.26MIN: 0.46 / MAX: 3.13MIN: 0.45 / MAX: 3.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesbac246810Min: 0.86 / Avg: 0.87 / Max: 0.89Min: 0.86 / Avg: 0.88 / Max: 0.9Min: 0.86 / Avg: 0.88 / Max: 0.91