Web Framework Benchmarks

Multiple implementations of a same website using various frameworks. Benchmarked with wrk.

Platform Information

CPU	RAM	OS
AMD Ryzen 7 5800X (8C16T, 2.2 GHz ~ 4.8 GHz)	16 GB DDR4	Arch Linux

Database

MySQL 8.2.0

Setup Notes

To provide isolation between different components, MySQL was run on core 0 to 3 and the wrk was run on core 14 using taskset. All projects also disabled the static file functionality during benchmarking.

Conclusion

Todo

Redo PHP benchmarks when PHP 8.3.0 is released, use TCP for php-fpm
Redo Ruby on Rails benchmark when ruby 3.2.0 is released

Sponsor

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Click here to donate	Wechat Pay	Alipay

PHP

Software Stack

PHP	Framework	Server	Template Engine	Database Driver
8.2.12	PHP	NGINX 1.25.3	PHP	PDO MySQL

Deployment Notes

NGINX are configured to use exactly four worker processes and was run on core 8 to 11.
PHP-FPM are configured to use exactly four child processes and was run on core 4 to 7.

WRK Statistics

[root@localhost]# systemctl restart mysqld nginx && echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM php-fpm
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     4.24ms   15.44ms 173.74ms   95.62%
    Req/Sec     7.52k     1.27k    9.01k    61.46%
  225226 requests in 30.10s, 3.80GB read
Requests/sec:   7482.71
Transfer/sec:    129.18MB

Perf Statistics

[root@localhost]# perf stat -e cycles taskset -c 4-7 php-fpm --nodaemonize
 Performance counter stats for 'taskset -c 4-7 php-fpm --nodaemonize':

      335907578771      cycles                                                                

      34.594002484 seconds time elapsed

      29.848465000 seconds user
      39.696707000 seconds sys

Swoole

Software Stack

PHP	Framework	Template Engine	Database Driver
8.2.12	Swoole 5.1.1	PHP	PDO MySQL

Deployment Notes

NGINX are configured to use exactly four worker processes and was run on core 8 to 11.
PHP-FPM are configured to use exactly four child processes and was run on core 4 to 7.

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM php
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     2.68ms  420.12us  26.01ms   97.99%
    Req/Sec     3.71k   138.73     3.98k    70.76%
  111217 requests in 30.10s, 1.86GB read
Requests/sec:   3694.97
Transfer/sec:     63.25MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 php ./server.php
 Performance counter stats for 'taskset -c 4-7 php ./server.php':

      180770614917      cycles                                                                

      32.231153355 seconds time elapsed

      19.572653000 seconds user
      19.320056000 seconds sys

Laravel

Software Stack

PHP	Framework	Server	Template Engine	Database Driver
8.2.12	Laravel 10.32.1	NGINX 1.25.3	Blade	Eloquent ORM

Deploy Steps

./deploy.sh

Deployment Notes

NGINX are configured to use exactly four worker processes and was run on core 8 to 11.
PHP-FPM are configured to use exactly four child processes and was run on core 4 to 7.

WRK Statistics

[root@localhost]# systemctl restart mysqld nginx && echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM php-fpm
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency   110.62ms   10.94ms 193.35ms   64.95%
    Req/Sec    90.44      9.29   121.00     40.13%
  2705 requests in 30.01s, 92.28MB read
Requests/sec:     90.13
Transfer/sec:      3.07MB

Perf Statistics

[root@localhost]# perf stat -e cycles taskset -c 4-7 php-fpm --nodaemonize
 Performance counter stats for 'taskset -c 4-7 php-fpm --nodaemonize':

      547552840985      cycles                                                                

      34.949713474 seconds time elapsed

     113.126389000 seconds user
       4.976391000 seconds sys

Ruby on Rails

Software Stack

Ruby	Framework	Server	Template Engine	Database Driver
3.0.6	Rails 7.1.2	Puma 6.4.0	ERB	Active Records with mysql2

Deployment Notes

Delete config/credentials.yml.enc and config/master.key and run EDITOR=vim rails credentials:edit. We need to terminate puma server manually.

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080
pid 1386's current affinity list: 12-15
pid 1386's new affinity list: 12-15
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    19.59ms   18.41ms 156.46ms   89.94%
    Req/Sec   594.57     82.78   787.00     71.00%
  17757 requests in 30.01s, 798.10MB read
Requests/sec:    591.70
Transfer/sec:     26.59MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 bin/rails server -e production -b 127.0.0.1 -p 8080
 Performance counter stats for 'taskset -c 4-7 bin/rails server -e production -b 127.0.0.1 -p 8080':

      555549893125      cycles                                                                

      36.856537051 seconds time elapsed

     115.892619000 seconds user
       4.037542000 seconds sys

Django

Software Stack

Python	Framework	Server	Template Engine	Database Driver
3.11.5	Django 4.2.7	gunicorn 20.1.0 + uvicorn 0.24.0	Django	ORM with mysqlclient

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM gunicorn
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency    32.39ms   28.90ms 161.50ms   81.02%
    Req/Sec   372.25     69.48   550.00     69.67%
  11122 requests in 30.01s, 250.77MB read
Requests/sec:    370.56
Transfer/sec:      8.36MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 gunicorn --worker-class uvicorn.workers.UvicornWorker --workers 4 --bind 127.0.0.1:8080 wbm.asgi:application
 Performance counter stats for 'taskset -c 4-7 gunicorn --worker-class uvicorn.workers.UvicornWorker --workers 4 --bind 127.0.0.1:8080 wbm.asgi:application':

      486712197895      cycles                                                                

      36.053177294 seconds time elapsed

      96.568699000 seconds user
       9.186791000 seconds sys

Node.js

Software Stack

Node.js	Framework	Template Engine	Database Driver
v17.6.0	express 4.18.2	eta 1.14.2	mysql2 2.3.3

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM node
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     4.42ms    1.27ms  53.03ms   92.45%
    Req/Sec     2.27k   187.89     2.46k    88.67%
  67738 requests in 30.00s, 2.06GB read
Requests/sec:   2257.90
Transfer/sec:     70.31MB

Perf Statistics

 Performance counter stats for 'taskset -c 4-7 node index.js':

      150410878773      cycles                                                                

      33.707049203 seconds time elapsed

      28.963500000 seconds user
       2.153001000 seconds sys

Go

Software Stack

Go	Template Engine	Database Driver
1.21.4	html/template	go-sql-driver 1.7.1

Build Steps

Build command: GOAMD64=v3 go build -v -trimpath -ldflags "-s -w -buildid="

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM wbm
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     1.69ms    0.90ms  11.93ms   71.16%
    Req/Sec     5.88k   405.92     6.99k    66.11%
  176156 requests in 30.10s, 4.85GB read
Requests/sec:   5852.43
Transfer/sec:    165.13MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 ./wbm
 Performance counter stats for 'taskset -c 4-7 ./wbm':

      482714017050      cycles                                                                

      34.191427487 seconds time elapsed

      89.587188000 seconds user
      11.533201000 seconds sys

Springboot

Software Stack

Java	Springboot	Template Engine	Database Driver
1.21.4	3.2.0	FreeMarker	Spring Data JPA with MySQL JDBC

Build Steps

Build command: ./gradlew build

Build Notes

The build did not use virtual threads as it have problem of utilizing all the CPU power.

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM java
Running 30s test @ http://localhost:8080
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     4.04ms   19.70ms 357.94ms   99.00%
    Req/Sec     4.93k     2.03k    6.85k    78.52%
  146384 requests in 30.10s, 6.18GB read
Requests/sec:   4863.28
Transfer/sec:    210.12MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 java -jar wbm-1.0.0.jar
 Performance counter stats for 'taskset -c 4-7 java -jar wbm-1.0.0.jar':

      560840412094      cycles                                                                

      35.382206615 seconds time elapsed

     100.508730000 seconds user
      18.028035000 seconds sys

ASP.NET Core

Software Stack

C#	ASP.NET	Template Engine	Database Driver
11	8.0	Razor	MySqlConnector 2.3.1

Build Steps

The project was built in "Framework-dependent executable" mode.
Build command: dotnet publish -c Release -r linux-x64

Deployment Notes

aspnet-runtime need to be installed.

WRK Statistics

[root@localhost]# echo 3 > /proc/sys/vm/drop_caches && echo 0 > parameters/index && taskset -cp 12-15 $$ && wrk -t 1 -d 30s -s request-query-parameters.lua http://localhost:8080 && killall -TERM wbm
Running 30s test @ http://localhost:5000
  1 threads and 10 connections
  Thread Stats   Avg      Stdev     Max   +/- Stdev
    Latency     4.28ms   28.36ms 583.51ms   98.82%
    Req/Sec     6.99k     2.23k    8.84k    81.14%
  206778 requests in 30.00s, 6.27GB read
Requests/sec:   6892.57
Transfer/sec:    213.96MB

Perf Statistics

[root@localhost]# systemctl restart mysqld && perf stat -e cycles taskset -c 4-7 ./wbm
 Performance counter stats for 'taskset -c 4-7 ./wbm':

      502995680739      cycles                                                                

      33.235992079 seconds time elapsed

      96.155133000 seconds user
      12.186199000 seconds sys

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
img		img
projects		projects
public		public
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
chart.py		chart.py
data.csv		data.csv
database.sql		database.sql
generate-request-parameters.php		generate-request-parameters.php
request-query-parameters.lua		request-query-parameters.lua

License

ttc0419/web-framework-benchmark

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Web Framework Benchmarks

Platform Information

Database

Setup Notes

Conclusion

Todo

Sponsor

PHP

Software Stack

Deployment Notes

WRK Statistics

Perf Statistics

Swoole

Software Stack

Deployment Notes

WRK Statistics

Perf Statistics

Laravel

Software Stack

Deploy Steps

Deployment Notes

WRK Statistics

Perf Statistics

Ruby on Rails

Software Stack

Deployment Notes

WRK Statistics

Perf Statistics

Django

Software Stack

WRK Statistics

Perf Statistics

Node.js

Software Stack

WRK Statistics

Perf Statistics

Go

Software Stack

Build Steps

WRK Statistics

Perf Statistics

Springboot

Software Stack

Build Steps

Build Notes

WRK Statistics

Perf Statistics

ASP.NET Core

Software Stack

Build Steps

Deployment Notes

WRK Statistics

Perf Statistics

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