CppPerformanceBenchmarks

CppPerformanceBenchmarks is a set of C++ compiler performance benchmarks.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark cpp-perf-bench.

Project Site

gitlab.com

Test Created

3 January 2019

Test Maintainer

Michael Larabel

Test Type

System

Average Install Time

1 Minute, 49 Seconds

Average Run Time

18 Minutes, 2 Seconds

Test Dependencies

C/C++ Compiler Toolchain

Accolades

30k+ Downloads

Supported Platforms

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 22 April 2024.

Revision History

pts/cpp-perf-bench-1.0.0 [View Source] Thu, 03 Jan 2019 07:56:07 GMT
Initial commit of CppPerformanceBenchmarks.

Suites Using This Test

C/C++ Compiler Tests

CPU Massive

Single-Threaded

Performance Metrics

Analyze Test Configuration:

CppPerformanceBenchmarks 9

Test: Math Library

OpenBenchmarking.org metrics for this test profile configuration based on 823 public results since 3 January 2019 with the latest data as of 24 April 2024.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component

Percentile Rank

# Compatible Public Results

Seconds (Average)

AMD Ryzen 9 7950X 16-Core

99th

169 ^{+/- 6}

Intel Core i7-1260P

98th

172 ^{+/- 20}

AMD Ryzen 9 6900HX

97th

198 ^{+/- 20}

AMD Ryzen 9 5950X 16-Core

96th

222 ^{+/- 4}

Intel Core i7-1165G7

94th

234 ^{+/- 9}

AMD Ryzen 9 5900X 12-Core

92nd

247 ^{+/- 29}

AMD EPYC 72F3 8-Core

90th

255 ^{+/- 1}

AMD Ryzen Threadripper 3960X 24-Core

86th

266 ^{+/- 6}

Intel Core i5-10600K

86th

267

AMD Ryzen Threadripper 3970X 32-Core

85th

268 ^{+/- 8}

Intel Core i9-10980XE

85th

269 ^{+/- 5}

AMD Ryzen Threadripper 3990X 64-Core

82nd

274 ^{+/- 16}

Intel Core i9-9900K

81st

276 ^{+/- 21}

Intel Core i7-10750H

80th

279 ^{+/- 7}

AMD Ryzen 7 3800X 8-Core

79th

281 ^{+/- 2}

Intel Core i9-7980XE

79th

283 ^{+/- 24}

AMD Ryzen 5 3600 6-Core

79th

284 ^{+/- 8}

AMD Ryzen 7 3700X 8-Core

78th

286 ^{+/- 23}

Intel Core i7-1065G7

76th

291 ^{+/- 29}

Mid-Tier

75th

> 293

AMD Ryzen 9 3900X 12-Core

74th

296 ^{+/- 28}

Intel Core i5-7600K

72nd

309

2 x AMD EPYC 7453 28-Core

71st

312

AMD Ryzen Threadripper 2950X 16-Core

64th

331 ^{+/- 23}

Intel Core i5-9500

63rd

333 ^{+/- 1}

2 x AMD EPYC 7742 64-Core

61st

342 ^{+/- 16}

AMD Ryzen 7 2700X Eight-Core

61st

343 ^{+/- 45}

AMD EPYC 7642 48-Core

61st

348 ^{+/- 6}

AMD Ryzen Threadripper 2990WX 32-Core

56th

361 ^{+/- 23}

2 x Intel Xeon Gold 6254

52nd

374 ^{+/- 3}

Median

50th

381

AMD Ryzen 7 2700 Eight-Core

50th

381 ^{+/- 1}

Intel Core i7-5960X

40th

416 ^{+/- 10}

Intel Pentium G3258

40th

417 ^{+/- 24}

Intel Core i3-8100T

39th

421 ^{+/- 2}

AMD EPYC 7302P 16-Core

38th

432 ^{+/- 64}

Intel Core i7-4600U

37th

446 ^{+/- 2}

AMD Ryzen 5 2600 Six-Core

36th

448 ^{+/- 2}

2 x Intel Xeon Silver 4208

33rd

461 ^{+/- 56}

2 x AMD EPYC 7601 32-Core

32nd

471 ^{+/- 49}

2 x Intel Xeon Platinum 8268

29th

495 ^{+/- 34}

Intel Core i7-3770

29th

497 ^{+/- 28}

2 x Intel Xeon Silver 4110

28th

501 ^{+/- 1}

Intel Core i5-3470

27th

508 ^{+/- 9}

2 x

27th

509 ^{+/- 52}

AMD EPYC 7351P 16-Core

27th

510 ^{+/- 20}

Low-Tier

25th

> 514

ARMv8 Cortex-A76 4-Core

23rd

532 ^{+/- 24}

Rockchip ARMv8 Cortex-A76 6-Core

22nd

552 ^{+/- 5}

Intel Xeon D-1521

22nd

555 ^{+/- 6}

Intel Core i3-3110M

12th

760 ^{+/- 57}

POWER9 4-Core

11th

781 ^{+/- 4}

Intel Core i5-2430M

11th

788 ^{+/- 24}

AMD A6-5400K APU

10th

849 ^{+/- 2}

2 x Intel Xeon E5-2450L 0

7th

1075 ^{+/- 118}

Rockchip ARMv8 Cortex-A55 4-Core

4th

1894 ^{+/- 50}

Intel Atom x5-Z8350

2nd

3316 ^{+/- 2}

Based on OpenBenchmarking.org data, the selected test / test configuration (CppPerformanceBenchmarks 9 - Test: Math Library) has an average run-time of 23 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture

Kernel Identifier

Verified On

Intel / AMD x86 64-bit

x86_64

(Many Processors)

IBM Z

s390x

(Many Processors)

RISC-V 64-bit

riscv64

SiFive RISC-V, rv64imafdcvsu

IBM POWER (PowerPC) 64-bit

ppc64le

POWER9 4-Core

Loongson LoongArch 64-bit

loongarch64

Loongson-3A5000, Loongson-3A5000LL, Loongson-3A6000, Loongson-3C5000L

Intel / AMD x86 32-bit

i686

(Many Processors)

ARMv7 32-bit

armv7l

ARMv7 rev 3 4-Core

ARMv8 64-bit

arm64

Apple M1, Apple M1 Pro, Apple M2 Pro

ARMv8 64-bit

aarch64

ARMv8, ARMv8 3-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A53 8-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A73 4-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N2, ARMv8 Neoverse-V1, ARMv8 Neoverse-V2, Ampere eMAG ARMv8 32-Core, Rockchip ARMv8 4-Core, Rockchip ARMv8 Cortex-A55 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 6-Core

c5.2xlarge 1 System - 79 Benchmark Results	Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c5.2xlarge 1 System - 74 Benchmark Results	Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c5.2xlarge 1 System - 50 Benchmark Results	Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c5.2xlarge 1 System - 44 Benchmark Results	Intel Xeon Platinum 8275CL - Amazon EC2 c5.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 78 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 73 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 78 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 73 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7a.2xlarge 1 System - 78 Benchmark Results	AMD EPYC 9R14 - Amazon EC2 c7a.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7a.2xlarge 1 System - 73 Benchmark Results	AMD EPYC 9R14 - Amazon EC2 c7a.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 49 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 49 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 43 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7i.2xlarge 1 System - 43 Benchmark Results	Intel Xeon Platinum 8488C - Amazon EC2 c7i.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712
c7a.2xlarge 1 System - 49 Benchmark Results	AMD EPYC 9R14 - Amazon EC2 c7a.2xlarge - Intel 440FX 82441FX PMC Amazon Linux 2 - 5.10.214-202.855.amzn2.x86_64 - GCC 7.3.1 20180712

AMD Threadripper 3960X vs. Intel Core i9 10980XE Featured Processor Comparison	AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 19.10 - 5.3.0-23-generic - GNOME Shell 3.34.1
Icelake Compilers GCC Clang Featured Compiler Comparison	Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef Ubuntu 19.10 - 5.3.0-19-generic - GNOME Shell 3.34.1
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
Clang 10 AMD EPYC Rome Tests Znver2 Featured Compiler Comparison	2 x AMD EPYC 7742 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 19.10 - 5.5.0-rc3-pts - GNOME Shell 3.34.1
Big Threadripper 2 Systems - 475 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1
Ryzen 9 3900X Znver2 Compiler Tuning Featured Compiler Comparison	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Device 1480 Ubuntu 18.04 - 5.3.0-999-generic - GNOME Shell 3.28.4
2019 Intel LLVM Clang Compiler Comparison Featured Compiler Comparison	Intel Core i7-5960X - ASRock X99 Extreme3 - Intel Xeon E7 v3 Ubuntu 19.10 - 5.3.0-24-generic - GNOME Shell 3.34.1
GCC 9.1 Compiler Tuning Threadripper AMD znver1 6 Systems - 79 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h Ubuntu 18.04 - 4.18.0-18-generic - GNOME Shell 3.28.3
Core i9 7980XE GCC 9 Compiler Benchmarks 4 Systems - 109 Benchmark Results	Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Clear Linux OS 29350 - 5.0.14-753.native - GNOME Shell 3.32.1
7980XE vs. 2990WX - GCC 9 vs. Clang 8 Compiler Benchmarks 6 Systems - 71 Benchmark Results	Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 4.18.0-18-generic - GNOME Shell 3.28.3
2019-08-11-1513 1 System - 7 Benchmark Results	Intel Atom x5-Z8350 - AAEON MF-001 - Intel Atom Arch Linux - 5.2.7-arch1-1-ARCH - GCC 9.1.0
test-cpu-3750 3 Systems - 158 Benchmark Results	AMD Ryzen 7 1700 Eight-Core - ASRock X370 Gaming X - AMD 17h Arch rolling - 5.11.16-arch1-1 - Xfce 4.16
Znver2 GCC9 Compiler Tests 3 Systems - 44 Benchmark Results	AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Device 1480 Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.3
clearlinux-ryzen3-4350 6 Systems - 254 Benchmark Results	AMD Ryzen 3 PRO 4350G - ASRock B450M Pro4 - AMD Renoir Root Complex Clear Linux OS 34550 - 5.10.32-1035.native - GNOME Shell 40.0
2022-12-22-0319 Featured Processor Comparison	2 x Intel Xeon Silver 4208 - Dell 06WXJT - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-135-generic - GNOME Shell 3.36.9

CppPerformanceBenchmarks

Project Site

Test Created

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

CppPerformanceBenchmarks 9

Test: Math Library

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results