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, 51 Seconds

Average Run Time

23 Minutes, 9 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 20 November 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: Stepanov Abstraction

OpenBenchmarking.org metrics for this test profile configuration based on 892 public results since 3 January 2019 with the latest data as of 2 November 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

100th

17 ^{+/- 1}

AMD Ryzen 9 5950X 16-Core

97th

19 ^{+/- 2}

AMD Ryzen 9 6900HX

97th

AMD Ryzen 9 5900X 12-Core

97th

20 ^{+/- 1}

AMD EPYC 72F3 8-Core

94th

2 x AMD EPYC 7453 28-Core

86th

AMD Ryzen Threadripper 3960X 24-Core

84th

28 ^{+/- 1}

AMD Ryzen Threadripper 3970X 32-Core

84th

28 ^{+/- 1}

AMD Ryzen Threadripper 2950X 16-Core

84th

28 ^{+/- 1}

AMD Ryzen 7 2700X Eight-Core

83rd

28 ^{+/- 1}

AMD Ryzen Threadripper 2990WX 32-Core

81st

AMD Ryzen Threadripper 3990X 64-Core

81st

28 ^{+/- 1}

AMD Ryzen 9 3900X 12-Core

81st

28 ^{+/- 1}

Intel Core i9-10900K

80th

28 ^{+/- 2}

AMD Ryzen 7 3700X 8-Core

78th

Intel Core i9-9900K

77th

Mid-Tier

75th

> 29

Intel Core i9-10980XE

75th

29 ^{+/- 2}

Intel Pentium G3258

74th

AMD Ryzen 7 1800X Eight-Core

74th

29 ^{+/- 1}

Intel Core i7-1165G7

73rd

29 ^{+/- 1}

AMD Ryzen 7 2700 Eight-Core

71st

AMD Ryzen 5 3600 6-Core

71st

30 ^{+/- 1}

AMD Ryzen 5 2600 Six-Core

67th

Intel Xeon W-2295

62nd

Intel Xeon E5-2687W v3

61st

32 ^{+/- 2}

Intel Core i7-4960X

61st

32 ^{+/- 2}

Intel Core i9-7980XE

59th

32 ^{+/- 1}

Intel Core i7-10750H

58th

33 ^{+/- 2}

Intel Core i5-9500

58th

Intel Core i7-3770

56th

33 ^{+/- 1}

Intel Core i7-1065G7

55th

33 ^{+/- 1}

Intel Core i5-3470

53rd

34 ^{+/- 1}

Median

50th

Intel Core i5-10210U

50th

35 ^{+/- 1}

2 x AMD EPYC 7742 64-Core

49th

35 ^{+/- 2}

Intel Core i7-8750H

48th

Intel Core i7-4600U

46th

2 x Intel Xeon Platinum 8268

45th

AMD EPYC 7642 48-Core

45th

37 ^{+/- 2}

AMD EPYC 7601 32-Core

45th

37 ^{+/- 1}

2 x Intel Xeon Gold 6254

42nd

2 x AMD EPYC 7601 32-Core

41st

2 x Intel Xeon E5-2630 v3

40th

2 x Intel Xeon Gold 6138

32nd

Rockchip ARMv8 Cortex-A76 6-Core

29th

41 ^{+/- 3}

AMD EPYC 7351P 16-Core

26th

Low-Tier

25th

> 42

Intel Core i5-2430M

23rd

44 ^{+/- 1}

Intel Xeon D-1521

22nd

AMD FX-8370E Eight-Core

21st

45 ^{+/- 1}

Intel Xeon Silver 4108

20th

46 ^{+/- 2}

Intel Core i3-8100T

20th

AMD A10-7870K Radeon R7 12 Compute Cores 4C

16th

48 ^{+/- 2}

Intel Core i7-6820HQ

16th

48 ^{+/- 3}

2 x Intel Xeon Silver 4110

15th

2 x Intel Xeon Silver 4208

13th

54 ^{+/- 8}

2 x

13th

54 ^{+/- 8}

AMD A6-5400K APU

12th

POWER9 44-Core

12th

56 ^{+/- 3}

POWER9 4-Core

12th

56 ^{+/- 2}

2 x Intel Xeon E5-2450L 0

11th

57 ^{+/- 3}

Intel Pentium 4 3.46GHz

9th

63 ^{+/- 3}

Ampere eMAG ARMv8 32-Core

9th

65 ^{+/- 1}

rv64imafdcvsu

7th

69 ^{+/- 1}

Intel Pentium 4

6th

84 ^{+/- 3}

Rockchip ARMv8 Cortex-A55 4-Core

4th

91 ^{+/- 4}

Based on OpenBenchmarking.org data, the selected test / test configuration (CppPerformanceBenchmarks 9 - Test: Stepanov Abstraction) has an average run-time of 2 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, Spacemit X60, rv64imafdcvsu

IBM POWER (PowerPC) 64-bit

ppc64le

POWER9 4-Core, POWER9 44-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 Cortex-A72 4-Core, ARMv7 rev 3 4-Core

ARMv8 64-bit

arm64

Apple M1 Pro, Apple M2, Apple M2 Pro

DEC Alpha

alpha

Alpha

ARMv8 64-bit

aarch64

ARMv8, ARMv8 3-Core, ARMv8 8-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-A78 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

qubesos-4-2-debian-12-xfce-cpp-development-test 1 System - 10 Benchmark Results	Intel Core i7-4790 - 8GB - 50GB Debian 12 - 6.6.54-1.qubes.fc37.x86_64 - Xfce 4.18
CppPerformanceBenchmarks-241003 1 System - 7 Benchmark Results	AMD Ryzen 9 9900X 12-Core - Shenzhen Meigao Electronic Equipment MS-A1 A5WSR v1.1 - AMD Device 14d8 Ubuntu 22.04 - 6.8.0-45-generic - 1.3.255
OrangePi4 27 Systems - 30 Benchmark Results	ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.5 - Broadcom BCM2711 Debian 11 - 6.1.21-v8+ - LXDE
OrangePi4 26 Systems - 30 Benchmark Results	Rockchip ARMv8 Cortex-A55 - Rockchip RK3566 OPi 3B - 4096MB Ubuntu 22.04 - 5.10.160-rockchip-rk356x - Xfce 4.16
OrangePi4 26 Systems - 30 Benchmark Results	ARMv8 Cortex-A73 - HiKey970 - 6GB Ubuntu 16.04 - 4.9.78-147538-g244928755bbe - X Server 1.18.4
OrangePi4 25 Systems - 30 Benchmark Results	ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.5 - Broadcom BCM2711 Debian 11 - 6.1.21-v8+ - LXDE
OrangePi4 24 Systems - 30 Benchmark Results	ARMv8 Cortex-A73 - Khadas VIM3 - 2048MB Ubuntu 20.04 - 4.9.241 - X Server 1.20.13
OrangePi4 24 Systems - 30 Benchmark Results	Unknown - Orange Pi Ai Pro 20T - 24GB Ubuntu 22.04 - 5.10.0+ - Xfce
2 x Intel Xeon Gold 6354 Benchmarks 1 System - 6 Benchmark Results	2 x Intel Xeon Gold 6354 - Kraftway PLC KWBLDC - Intel Device 0998 Ubuntu 20.04 - 5.4.0-187-generic - GCC 9.4.0
i4g.16xlarge 1 System - 68 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.16xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - GCC 7.3.1 20180712
i4g.16xlarge 1 System - 62 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.16xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - GCC 7.3.1 20180712
i4g.16xlarge 1 System - 59 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.16xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - GCC 7.3.1 20180712
i4g.16xlarge 1 System - 58 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.16xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - GCC 7.3.1 20180712
i4g.4xlarge 1 System - 68 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.4xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - GCC 7.3.1 20180712
i4g.4xlarge 1 System - 62 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 i4g.4xlarge - Amazon Device 0200 Amazon Linux 2 - 5.10.218-208.862.amzn2.aarch64 - 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
GCC vs. LLVM Clang Compiler Benchmarks 2019 48 Systems - 62 Benchmark Results	Intel Xeon E5-2687W v3 - MSI X99S SLI PLUS - Intel Xeon E7 v3 Ubuntu 18.10 - 4.18.0-13-generic - GNOME Shell 3.30.1
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
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
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
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
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
Big Threadripper 2 Systems - 475 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1
POWER9 Talos II Compiler Benchmarks Featured Compiler Comparison	POWER9 - PowerNV T2P9D01 REV 1.01 - 65536MB Ubuntu 19.04 - 4.18.0-11-generic - Clang 7.0.1 + LLVM 7.0.1
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
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
Ubuntu 17.04 vs. Ubuntu 19.04 - AMD Ryzen 7 2 Systems - 51 Benchmark Results	AMD Ryzen 7 1800X Eight-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Family 17h Ubuntu 19.04 - 4.20.0-999-generic - GNOME Shell 3.30.1
AArch64 Compiler Benchmarks Feb 2018 Featured Compiler Comparison	Ampere eMAG ARMv8 - AmpereComputing OSPREY - Applied Micro Circuits X-Gene Fedora 29 - 4.20.6-200.fc29.aarch64 - GCC 8.2.0
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
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

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: Stepanov Abstraction

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results