In Linux runnervmejwal 6.17.0-1022-azure #22-Ubuntu SMP Mon Jul 27 17:24:03 UTC 2026 x86_64 x86_64 x86_64 GNU/Linux,
Memory Usage: 1440/15988MB (9.01%)
Disk Usage: 61/145GB (42%)
CPU Load: 1.06
CPU core count:4
CPUs
cpu MHz : 3600.734
cpu MHz : 3600.370
cpu MHz : 3560.678
cpu MHz : 3542.892
Below is total package generation times for separate modules,
[INFO] [INFO] Avaje Jex Example 3.6 .............................. SUCCESS [ 0.189 s]
[INFO] [INFO] Avaje Jex Robaho Example 3.6 ....................... SUCCESS [ 0.010 s]
[INFO] [INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 0.244 s]
[INFO] [INFO] ktor-demo 3.5.2-kotlin-2.4.10 ...................... SUCCESS [ 1.033 s]
[INFO] [INFO] micronaut-demo 5.1.3 ............................... SUCCESS [ 1.078 s]
[INFO] [INFO] quarkus-demo 3.39.2 ................................ SUCCESS [ 0.744 s]
[INFO] [INFO] springboot-webflux-demo 4.1.1 ...................... SUCCESS [ 0.111 s]
[INFO] [INFO] springboot-demo-web 4.1.1 .......................... SUCCESS [ 0.015 s]
[INFO] [INFO] vertx-demo 5.1.7 ................................... SUCCESS [ 0.052 s]
[INFO] Avaje Jex Example 3.6 .............................. SUCCESS [ 2.296 s]
[INFO] Avaje Jex Robaho Example 3.6 ....................... SUCCESS [ 2.341 s]
[INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 3.902 s]
[INFO] ktor-demo 3.5.2-kotlin-2.4.10 ...................... SUCCESS [ 8.833 s]
[INFO] micronaut-demo 5.1.3 ............................... SUCCESS [ 19.739 s]
[INFO] quarkus-demo 3.39.2 ................................ SUCCESS [ 10.735 s]
[INFO] springboot-webflux-demo 4.1.1 ...................... SUCCESS [ 1.767 s]
[INFO] springboot-demo-web 4.1.1 .......................... SUCCESS [ 1.766 s]
[INFO] vertx-demo 5.1.7 ................................... SUCCESS [ 3.746 s]
Size of created packages:
| Size in MB | Name |
|---|---|
| 2.6M | ./avaje-jex-jdk/target/avaje-jex-jdk-3.6.jar |
| 2.6M | ./avaje-jex-jdk/target/original-avaje-jex-jdk-3.6.jar |
| 2.8M | ./avaje-jex-robaho/target/avaje-jex-robaho-3.6.jar |
| 2.8M | ./avaje-jex-robaho/target/original-avaje-jex-robaho-3.6.jar |
| 22M | ./eclipse-microprofile-kumuluz-test/target/eclipse-microprofile-kumuluz-test-4.1.0.jar |
| 21M | ./ktor/target/ktor-demo-3.5.2-kotlin-2.4.10-jar-with-dependencies.jar |
| 15M | ./micronaut/target/micronaut-demo-5.1.3.jar |
| 20M | ./quarkus/target/quarkus-demo-runner.jar |
| 19M | ./spring-boot-web/target/springboot-demo-web-4.1.1.jar |
| 34M | ./spring-boot-webflux/target/springboot-webflux-demo-4.1.1.jar |
| 12M | ./vertx/target/vertx-demo-5.1.7-fat.jar |
Avaje Jex started class sun.net.httpserver.HttpServerImpl in 24ms on TCP http://0:0:0:0:0:0:0:0:8080
---- Global Information --------------------------------------------------------
> request count 291589
> min response time 50.22µs
> max response time 2.11s
> mean response time 10.3ms
> p(90) response time 21.43ms
> p(95) response time 27.67ms
> mean requests/sec 18164.677371
started class robaho.net.httpserver.HttpServerImpl in 44ms on TCP http://0.0.0.0:8080
---- Global Information --------------------------------------------------------
> request count 445138
> min response time 22.94µs
> max response time 110.76ms
> mean response time 9.43ms
> p(90) response time 22.27ms
> p(95) response time 28.82ms
> mean requests/sec 29631.458227
:: Spring Boot :: (v4.1.1) Started DemoWebFluxApplication in 1.333 seconds (process running for 1.732)
---- Global Information --------------------------------------------------------
> request count 221199
> min response time 68.96µs
> max response time 133.23ms
> mean response time 18.37ms
> p(90) response time 34.41ms
> p(95) response time 50.16ms
> mean requests/sec 14720.325407
:: Spring Boot :: (v4.1.1) Started DemoApplication in 1.313 seconds (process running for 1.692)
---- Global Information --------------------------------------------------------
> request count 249036
> min response time 91.63µs
> max response time 137.44ms
> mean response time 16.13ms
> p(90) response time 32.07ms
> p(95) response time 45.99ms
> mean requests/sec 16568.592867
powered by Quarkus 3.39.2) started in 0.877s. Listening on: http://0.0.0.0:8080
---- Global Information --------------------------------------------------------
> request count 197728
> min response time 99.87µs
> max response time 201.99ms
> mean response time 20.74ms
> p(90) response time 43.06ms
> p(95) response time 60.02ms
> mean requests/sec 13145.943785
micronaut version: unknown Startup completed in 582ms. Server Running: http://localhost:8080
---- Global Information --------------------------------------------------------
> request count 375645
> min response time 32.38µs
> max response time 114.98ms
> mean response time 10.92ms
> p(90) response time 23.35ms
> p(95) response time 32.39ms
> mean requests/sec 25004.730087
---- Global Information --------------------------------------------------------
> request count 521923
> min response time 20.24µs
> max response time 96.49ms
> mean response time 8.1ms
> p(90) response time 18.79ms
> p(95) response time 25.69ms
> mean requests/sec 34741.062965
kumuluz version:4.1.0 Server – Started Server@75ae4a1f{STARTING}[10.0.9,sto=0] @2066ms
---- Global Information --------------------------------------------------------
> request count 113892
> min response time 225.26µs
> max response time 424.43ms
> mean response time 40.59ms
> p(90) response time 102.11ms
> p(95) response time 128.57ms
> mean requests/sec 7545.407052
---- Global Information --------------------------------------------------------
> request count 328754
> min response time 38.18µs
> max response time 1.12s
> mean response time 8.41ms
> p(90) response time 19.58ms
> p(95) response time 25.11ms
> mean requests/sec 20456.099097
Rust rest services
rustc 1.98.0 (88d9e12ae 2026-08-18)
warp = { version = 0.4, features = [server] }
---- Global Information --------------------------------------------------------
> request count 582282
> min response time 17.08µs
> max response time 103.48ms
> mean response time 7.32ms
> p(90) response time 18.39ms
> p(95) response time 23.76ms
> mean requests/sec 38682.150658
---- Global Information --------------------------------------------------------
> request count 576896
> min response time 19.16µs
> max response time 103.97ms
> mean response time 7.42ms
> p(90) response time 19.35ms
> p(95) response time 24.28ms
> mean requests/sec 38396.173355
rocket = { version = 0.5.1, features = [json] }
---- Global Information --------------------------------------------------------
> request count 510023
> min response time 29.77µs
> max response time 109.41ms
> mean response time 8.28ms
> p(90) response time 21.1ms
> p(95) response time 26.72ms
> mean requests/sec 33945.745348
---- Global Information --------------------------------------------------------
> request count 568782
> min response time 18.77µs
> max response time 97.08ms
> mean response time 7.36ms
> p(90) response time 18.72ms
> p(95) response time 23.81ms
> mean requests/sec 37863.130246
Dotnet 7 rest service
---- Global Information --------------------------------------------------------
> request count 456975
> min response time 31.33µs
> max response time 113.06ms
> mean response time 9.28ms
> p(90) response time 23.35ms
> p(95) response time 30.17ms
> mean requests/sec 30373.421106
Dotnet 8 rest service
---- Global Information --------------------------------------------------------
> request count 482213
> min response time 30.24µs
> max response time 104.89ms
> mean response time 8.78ms
> p(90) response time 22.03ms
> p(95) response time 27.83ms
> mean requests/sec 32087.602678
Dotnet 9 rest service
---- Global Information --------------------------------------------------------
> request count 470193
> min response time 30.35µs
> max response time 123.16ms
> mean response time 9.38ms
> p(90) response time 23.58ms
> p(95) response time 31.13ms
> mean requests/sec 31167.564052
Golang rest service
go version go1.24.13 linux/amd64
Golang rest service
---- Global Information --------------------------------------------------------
> request count 503441
> min response time 27.58µs
> max response time 118.29ms
> mean response time 8.46ms
> p(90) response time 21.82ms
> p(95) response time 28.14ms
> mean requests/sec 33401.117495
Express.js rest service
Node.js v22.23.2
Express.js rest service
---- Global Information --------------------------------------------------------
> request count 334198
> min response time 35.43µs
> max response time 718.57ms
> mean response time 14.75ms
> p(90) response time 38.21ms
> p(95) response time 46.74ms
> mean requests/sec 22102.446498
Bun rest service
Bun 1.4.2
Bun rest service
---- Global Information --------------------------------------------------------
> request count 553945
> min response time 22.58µs
> max response time 112.5ms
> mean response time 7.66ms
> p(90) response time 19.66ms
> p(95) response time 25.55ms
> mean requests/sec 36707.689072
graalvm native avaje-jex-jdk
---- Global Information --------------------------------------------------------
> request count 367357
> min response time 46.51µs
> max response time 2.14s
> mean response time 7.63ms
> p(90) response time 17.83ms
> p(95) response time 22.98ms
> mean requests/sec 22861.672197
graalvm native avaje-jex-robaho
---- Global Information --------------------------------------------------------
> request count 450558
> min response time 32.96µs
> max response time 134.99ms
> mean response time 9.3ms
> p(90) response time 24.25ms
> p(95) response time 31.58ms
> mean requests/sec 29964.520634
graalvm native quarkus
---- Global Information --------------------------------------------------------
> request count 302618
> min response time 62.28µs
> max response time 141.06ms
> mean response time 13.74ms
> p(90) response time 34.79ms
> p(95) response time 44.4ms
> mean requests/sec 20038.731864
graalvm native micronaut
---- Global Information --------------------------------------------------------
> request count 390573
> min response time 40.56µs
> max response time 153.54ms
> mean response time 10.34ms
> p(90) response time 27.86ms
> p(95) response time 35.75ms
> mean requests/sec 25978.429177
graalvm native spring-boot-web
---- Global Information --------------------------------------------------------
> request count 279948
> min response time 55.47µs
> max response time 229.99ms
> mean response time 16.01ms
> p(90) response time 39.32ms
> p(95) response time 52.77ms
> mean requests/sec 18600.149904
graalvm native spring-boot-webflux
---- Global Information --------------------------------------------------------
> request count 286761
> min response time 67.65µs
> max response time 274.42ms
> mean response time 16.09ms
> p(90) response time 39.5ms
> p(95) response time 55.65ms
> mean requests/sec 19069.057519
graalvm native vertx
---- Global Information --------------------------------------------------------
> request count 490496
> min response time 29.53µs
> max response time 133.94ms
> mean response time 9.14ms
> p(90) response time 23.57ms
> p(95) response time 32.92ms
> mean requests/sec 32632.662422
graalvm native ktor rest service
---- Global Information --------------------------------------------------------
> request count 374291
> min response time 48.19µs
> max response time 2.91s
> mean response time 9.22ms
> p(90) response time 16.94ms
> p(95) response time 22.49ms
> mean requests/sec 21300.102808
GraalVM Native Binaries Sizes:
| Size in MB | Name |
|---|---|
| 49 | quarkus-demo-runner-bin |
| 63 | micronaut-demo-bin |
| 72 | springboot-demo-web-bin |
| 100 | springboot-webflux-demo-bin |
| 51 | vertx-demo-bin |
| 51 | ktor-demo-bin |
source code for the java and dotnet tests 👈 source code for the rust tests 👈 github action 👈
| Framework ⇅ | Requests ⇅ | Min ⇅ | Max ⇅ | Mean ⇅ | P90 ⇅ | P95 ⇅ | Req/Sec ⇅ |
|---|---|---|---|---|---|---|---|
| AVAJE | 291589 | 50.22µs | 2.11s | 10.3ms | 21.43ms | 27.67ms | 18164.677371 |
| ROBAHO | 445138 | 22.94µs | 110.76ms | 9.43ms | 22.27ms | 28.82ms | 29631.458227 |
| Started DemoWebFluxApplication | 221199 | 68.96µs | 133.23ms | 18.37ms | 34.41ms | 50.16ms | 14720.325407 |
| Started DemoApplication | 249036 | 91.63µs | 137.44ms | 16.13ms | 32.07ms | 45.99ms | 16568.592867 |
| QUARKUS | 197728 | 99.87µs | 201.99ms | 20.74ms | 43.06ms | 60.02ms | 13145.943785 |
| Startup completed in | 375645 | 32.38µs | 114.98ms | 10.92ms | 23.35ms | 32.39ms | 25004.730087 |
| VERTX | 521923 | 20.24µs | 96.49ms | 8.1ms | 18.79ms | 25.69ms | 34741.062965 |
| Server -- Started | 113892 | 225.26µs | 424.43ms | 40.59ms | 102.11ms | 128.57ms | 7545.407052 |
| KTOR | 328754 | 38.18µs | 1.12s | 8.41ms | 19.58ms | 25.11ms | 20456.099097 |
| WARP | 582282 | 17.08µs | 103.48ms | 7.32ms | 18.39ms | 23.76ms | 38682.150658 |
| ACTIX | 576896 | 19.16µs | 103.97ms | 7.42ms | 19.35ms | 24.28ms | 38396.173355 |
| ROCKET | 510023 | 29.77µs | 109.41ms | 8.28ms | 21.1ms | 26.72ms | 33945.745348 |
| AXUM | 568782 | 18.77µs | 97.08ms | 7.36ms | 18.72ms | 23.81ms | 37863.130246 |
| Dotnet 7 rest service | 456975 | 31.33µs | 113.06ms | 9.28ms | 23.35ms | 30.17ms | 30373.421106 |
| Dotnet 8 rest service | 482213 | 30.24µs | 104.89ms | 8.78ms | 22.03ms | 27.83ms | 32087.602678 |
| Dotnet 9 rest service | 470193 | 30.35µs | 123.16ms | 9.38ms | 23.58ms | 31.13ms | 31167.564052 |
| Golang rest service | 503441 | 27.58µs | 118.29ms | 8.46ms | 21.82ms | 28.14ms | 33401.117495 |
| Express.js rest service | 334198 | 35.43µs | 718.57ms | 14.75ms | 38.21ms | 46.74ms | 22102.446498 |
| Bun rest service | 553945 | 22.58µs | 112.5ms | 7.66ms | 19.66ms | 25.55ms | 36707.689072 |
| graalvm native avaje-jex-jdk | 367357 | 46.51µs | 2.14s | 7.63ms | 17.83ms | 22.98ms | 22861.672197 |
| graalvm native avaje-jex-robaho | 450558 | 32.96µs | 134.99ms | 9.3ms | 24.25ms | 31.58ms | 29964.520634 |
| graalvm native quarkus | 302618 | 62.28µs | 141.06ms | 13.74ms | 34.79ms | 44.4ms | 20038.731864 |
| graalvm native micronaut | 390573 | 40.56µs | 153.54ms | 10.34ms | 27.86ms | 35.75ms | 25978.429177 |
| graalvm native spring-boot-web | 279948 | 55.47µs | 229.99ms | 16.01ms | 39.32ms | 52.77ms | 18600.149904 |
| graalvm native spring-boot-webflux | 286761 | 67.65µs | 274.42ms | 16.09ms | 39.5ms | 55.65ms | 19069.057519 |
| graalvm native vertx | 490496 | 29.53µs | 133.94ms | 9.14ms | 23.57ms | 32.92ms | 32632.662422 |
| graalvm native ktor rest service | 374291 | 48.19µs | 2.91s | 9.22ms | 16.94ms | 22.49ms | 21300.102808 |