In Linux runnervm3jyl0 6.17.0-1015-azure #15~24.04.1-Ubuntu SMP Wed May 6 22:37:49 UTC 2026 x86_64 x86_64 x86_64 GNU/Linux,
Memory Usage: 1363/15989MB (8.52%)
Disk Usage: 58/145GB (41%)
CPU Load: 1.26
CPU core count:4
CPUs
cpu MHz : 3235.969
cpu MHz : 3240.930
cpu MHz : 3244.068
cpu MHz : 3241.704
Below is total package generation times for separate modules,
[INFO] [INFO] Avaje Jex Example 3.5 .............................. SUCCESS [ 0.219 s]
[INFO] [INFO] Avaje Jex Robaho Example 3.5 ....................... SUCCESS [ 0.014 s]
[INFO] [INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 0.273 s]
[INFO] [INFO] ktor-demo 3.4.3-kotlin-2.3.21 ...................... SUCCESS [ 1.281 s]
[INFO] [INFO] micronaut-demo 5.0.1 ............................... SUCCESS [ 1.423 s]
[INFO] [INFO] quarkus-demo 3.34.1 ................................ SUCCESS [ 0.833 s]
[INFO] [INFO] springboot-webflux-demo 4.0.6 ...................... SUCCESS [ 0.169 s]
[INFO] [INFO] springboot-demo-web 4.0.6 .......................... SUCCESS [ 0.041 s]
[INFO] [INFO] vertx-demo 5.0.10 .................................. SUCCESS [ 0.069 s]
[INFO] Avaje Jex Example 3.5 .............................. SUCCESS [ 2.668 s]
[INFO] Avaje Jex Robaho Example 3.5 ....................... SUCCESS [ 2.710 s]
[INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 4.596 s]
[INFO] ktor-demo 3.4.3-kotlin-2.3.21 ...................... SUCCESS [ 11.828 s]
[INFO] micronaut-demo 5.0.1 ............................... SUCCESS [ 24.328 s]
[INFO] quarkus-demo 3.34.1 ................................ SUCCESS [ 13.265 s]
[INFO] springboot-webflux-demo 4.0.6 ...................... SUCCESS [ 1.955 s]
[INFO] springboot-demo-web 4.0.6 .......................... SUCCESS [ 1.950 s]
[INFO] vertx-demo 5.0.10 .................................. SUCCESS [ 4.318 s]
Size of created packages:
| Size in MB | Name |
|---|---|
| 2.6M | ./avaje-jex-jdk/target/avaje-jex-jdk-3.5.jar |
| 2.6M | ./avaje-jex-jdk/target/original-avaje-jex-jdk-3.5.jar |
| 2.8M | ./avaje-jex-robaho/target/avaje-jex-robaho-3.5.jar |
| 2.8M | ./avaje-jex-robaho/target/original-avaje-jex-robaho-3.5.jar |
| 22M | ./eclipse-microprofile-kumuluz-test/target/eclipse-microprofile-kumuluz-test-4.1.0.jar |
| 20M | ./ktor/target/ktor-demo-3.4.3-kotlin-2.3.21-jar-with-dependencies.jar |
| 15M | ./micronaut/target/micronaut-demo-5.0.1.jar |
| 20M | ./quarkus/target/quarkus-demo-runner.jar |
| 19M | ./spring-boot-web/target/springboot-demo-web-4.0.6.jar |
| 34M | ./spring-boot-webflux/target/springboot-webflux-demo-4.0.6.jar |
| 8.3M | ./vertx/target/vertx-demo-5.0.10-fat.jar |
Avaje Jex started class sun.net.httpserver.HttpServerImpl in 26ms on TCP http://0:0:0:0:0:0:0:0:8080
---- Global Information --------------------------------------------------------
> request count 172074
> min response time 101.75µs
> max response time 2.3s
> mean response time 20.29ms
> p(90) response time 47.41ms
> p(95) response time 59.67ms
> mean requests/sec 10641.273475
started class robaho.net.httpserver.HttpServerImpl in 58ms on TCP http://0.0.0.0:8080
---- Global Information --------------------------------------------------------
> request count 250343
> min response time 55.92µs
> max response time 144.78ms
> mean response time 17.08ms
> p(90) response time 42.77ms
> p(95) response time 52.12ms
> mean requests/sec 16593.012649
:: Spring Boot :: (v4.0.6) Started DemoWebFluxApplication in 1.724 seconds (process running for 2.251)
---- Global Information --------------------------------------------------------
> request count 89397
> min response time 251.17µs
> max response time 2.06s
> mean response time 54.73ms
> p(90) response time 108.68ms
> p(95) response time 141.57ms
> mean requests/sec 5897.251008
:: Spring Boot :: (v4.0.6) Started DemoApplication in 1.561 seconds (process running for 2.032)
---- Global Information --------------------------------------------------------
> request count 122644
> min response time 252.65µs
> max response time 331.14ms
> mean response time 34.07ms
> p(90) response time 71.43ms
> p(95) response time 90.33ms
> mean requests/sec 8142.385706
powered by Quarkus 3.34.1) started in 1.214s. Listening on: http://0.0.0.0:8080
---- Global Information --------------------------------------------------------
> request count 105951
> min response time 298.43µs
> max response time 367.88ms
> mean response time 37.5ms
> p(90) response time 82.06ms
> p(95) response time 98ms
> mean requests/sec 7026.52357
micronaut version: 4.9.0 Startup completed in 764ms. Server Running: http://localhost:8080
---- Global Information --------------------------------------------------------
> request count 186344
> min response time 133.85µs
> max response time 184.26ms
> mean response time 23.43ms
> p(90) response time 48.35ms
> p(95) response time 59.76ms
> mean requests/sec 12379.400924
---- Global Information --------------------------------------------------------
> request count 282983
> min response time 44.1µs
> max response time 167.7ms
> mean response time 15.9ms
> p(90) response time 38.05ms
> p(95) response time 51.27ms
> mean requests/sec 18808.765273
kumuluz version:4.1.0 Server – Started Server@772861aa{STARTING}[10.0.9,sto=0] @2805ms
---- Global Information --------------------------------------------------------
> request count 76876
> min response time 351.13µs
> max response time 430.66ms
> mean response time 54ms
> p(90) response time 128.35ms
> p(95) response time 158.85ms
> mean requests/sec 5091.608068
---- Global Information --------------------------------------------------------
> request count 191481
> min response time 88.99µs
> max response time 1.85s
> mean response time 18.36ms
> p(90) response time 40.96ms
> p(95) response time 52.17ms
> mean requests/sec 11342.08077
Rust rest services
rustc 1.95.0 (59807616e 2026-04-14)
warp = { version = 0.4, features = [server] }
---- Global Information --------------------------------------------------------
> request count 332722
> min response time 46.45µs
> max response time 137.97ms
> mean response time 12.89ms
> p(90) response time 33.78ms
> p(95) response time 41.69ms
> mean requests/sec 22121.690857
---- Global Information --------------------------------------------------------
> request count 312801
> min response time 45.39µs
> max response time 166.05ms
> mean response time 13.83ms
> p(90) response time 37.88ms
> p(95) response time 46.59ms
> mean requests/sec 20740.587384
rocket = { version = 0.5.1, features = [json] }
---- Global Information --------------------------------------------------------
> request count 286798
> min response time 65.96µs
> max response time 207.31ms
> mean response time 14.98ms
> p(90) response time 39.82ms
> p(95) response time 48.15ms
> mean requests/sec 18936.746115
---- Global Information --------------------------------------------------------
> request count 327940
> min response time 46.42µs
> max response time 147.51ms
> mean response time 13.08ms
> p(90) response time 34.76ms
> p(95) response time 42.92ms
> mean requests/sec 21802.984595
Dotnet 7 rest service
---- Global Information --------------------------------------------------------
> request count 242414
> min response time 85.33µs
> max response time 174.8ms
> mean response time 17.67ms
> p(90) response time 44.52ms
> p(95) response time 53.11ms
> mean requests/sec 16106.168267
Dotnet 8 rest service
---- Global Information --------------------------------------------------------
> request count 266675
> min response time 77.07µs
> max response time 175.83ms
> mean response time 16.2ms
> p(90) response time 40.94ms
> p(95) response time 49.9ms
> mean requests/sec 17723.295751
Dotnet 9 rest service
---- Global Information --------------------------------------------------------
> request count 274205
> min response time 74.17µs
> max response time 167.74ms
> mean response time 15.74ms
> p(90) response time 41.2ms
> p(95) response time 50.55ms
> mean requests/sec 18208.933916
Golang rest service
go version go1.24.13 linux/amd64
Golang rest service
---- Global Information --------------------------------------------------------
> request count 276149
> min response time 59.07µs
> max response time 155.31ms
> mean response time 15.52ms
> p(90) response time 41.65ms
> p(95) response time 51.25ms
> mean requests/sec 18321.596591
Express.js rest service
Node.js v22.22.3
Express.js rest service
---- Global Information --------------------------------------------------------
> request count 71871
> min response time 177.1µs
> max response time 7.04s
> mean response time 69.63ms
> p(90) response time 58.74ms
> p(95) response time 63ms
> mean requests/sec 4489.541786
Bun rest service
Bun 1.3.14
Bun rest service
---- Global Information --------------------------------------------------------
> request count 349279
> min response time 46.32µs
> max response time 154.72ms
> mean response time 13.13ms
> p(90) response time 34.07ms
> p(95) response time 44.64ms
> mean requests/sec 23222.716529
graalvm native avaje-jex-jdk
---- Global Information --------------------------------------------------------
> request count 198191
> min response time 101.29µs
> max response time 1.25s
> mean response time 15.78ms
> p(90) response time 34.29ms
> p(95) response time 43.2ms
> mean requests/sec 12078.945331
graalvm native avaje-jex-robaho
---- Global Information --------------------------------------------------------
> request count 253427
> min response time 74.83µs
> max response time 184.62ms
> mean response time 16.83ms
> p(90) response time 44.32ms
> p(95) response time 57.21ms
> mean requests/sec 16830.537667
graalvm native quarkus
---- Global Information --------------------------------------------------------
> request count 165721
> min response time 161.76µs
> max response time 249.02ms
> mean response time 27.37ms
> p(90) response time 69.58ms
> p(95) response time 86.46ms
> mean requests/sec 10997.028584
graalvm native micronaut
---- Global Information --------------------------------------------------------
> request count 198863
> min response time 109.17µs
> max response time 278.92ms
> mean response time 22.64ms
> p(90) response time 61.66ms
> p(95) response time 81.44ms
> mean requests/sec 13206.851605
graalvm native spring-boot-web
---- Global Information --------------------------------------------------------
> request count 147707
> min response time 169.58µs
> max response time 481.06ms
> mean response time 31.7ms
> p(90) response time 80.73ms
> p(95) response time 115.03ms
> mean requests/sec 9763.558286
graalvm native spring-boot-webflux
---- Global Information --------------------------------------------------------
> request count 144241
> min response time 173.13µs
> max response time 1.07s
> mean response time 34.17ms
> p(90) response time 91.21ms
> p(95) response time 120.4ms
> mean requests/sec 9502.351788
graalvm native vertx
---- Global Information --------------------------------------------------------
> request count 216287
> min response time 67.38µs
> max response time 204.84ms
> mean response time 22.65ms
> p(90) response time 59.22ms
> p(95) response time 72.72ms
> mean requests/sec 14363.923434
graalvm native ktor rest service
---- Global Information --------------------------------------------------------
> request count 187092
> min response time 109.96µs
> max response time 2.31s
> mean response time 18.16ms
> p(90) response time 35.4ms
> p(95) response time 44.78ms
> mean requests/sec 11603.032935
GraalVM Native Binaries Sizes:
| Size in MB | Name |
|---|---|
| 55 | quarkus-demo-runner-bin |
| 78 | micronaut-demo-bin |
| 80 | springboot-demo-web-bin |
| 111 | springboot-webflux-demo-bin |
| 54 | vertx-demo-bin |
| 63 | 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 | 172074 | 101.75µs | 2.3s | 20.29ms | 47.41ms | 59.67ms | 10641.273475 |
| ROBAHO | 250343 | 55.92µs | 144.78ms | 17.08ms | 42.77ms | 52.12ms | 16593.012649 |
| Started DemoWebFluxApplication | 89397 | 251.17µs | 2.06s | 54.73ms | 108.68ms | 141.57ms | 5897.251008 |
| Started DemoApplication | 122644 | 252.65µs | 331.14ms | 34.07ms | 71.43ms | 90.33ms | 8142.385706 |
| QUARKUS | 105951 | 298.43µs | 367.88ms | 37.5ms | 82.06ms | 98ms | 7026.52357 |
| Startup completed in | 186344 | 133.85µs | 184.26ms | 23.43ms | 48.35ms | 59.76ms | 12379.400924 |
| VERTX | 282983 | 44.1µs | 167.7ms | 15.9ms | 38.05ms | 51.27ms | 18808.765273 |
| Server -- Started | 76876 | 351.13µs | 430.66ms | 54ms | 128.35ms | 158.85ms | 5091.608068 |
| KTOR | 191481 | 88.99µs | 1.85s | 18.36ms | 40.96ms | 52.17ms | 11342.08077 |
| WARP | 332722 | 46.45µs | 137.97ms | 12.89ms | 33.78ms | 41.69ms | 22121.690857 |
| ACTIX | 312801 | 45.39µs | 166.05ms | 13.83ms | 37.88ms | 46.59ms | 20740.587384 |
| ROCKET | 286798 | 65.96µs | 207.31ms | 14.98ms | 39.82ms | 48.15ms | 18936.746115 |
| AXUM | 327940 | 46.42µs | 147.51ms | 13.08ms | 34.76ms | 42.92ms | 21802.984595 |
| Dotnet 7 rest service | 242414 | 85.33µs | 174.8ms | 17.67ms | 44.52ms | 53.11ms | 16106.168267 |
| Dotnet 8 rest service | 266675 | 77.07µs | 175.83ms | 16.2ms | 40.94ms | 49.9ms | 17723.295751 |
| Dotnet 9 rest service | 274205 | 74.17µs | 167.74ms | 15.74ms | 41.2ms | 50.55ms | 18208.933916 |
| Golang rest service | 276149 | 59.07µs | 155.31ms | 15.52ms | 41.65ms | 51.25ms | 18321.596591 |
| Express.js rest service | 71871 | 177.1µs | 7.04s | 69.63ms | 58.74ms | 63ms | 4489.541786 |
| Bun rest service | 349279 | 46.32µs | 154.72ms | 13.13ms | 34.07ms | 44.64ms | 23222.716529 |
| graalvm native avaje-jex-jdk | 198191 | 101.29µs | 1.25s | 15.78ms | 34.29ms | 43.2ms | 12078.945331 |
| graalvm native avaje-jex-robaho | 253427 | 74.83µs | 184.62ms | 16.83ms | 44.32ms | 57.21ms | 16830.537667 |
| graalvm native quarkus | 165721 | 161.76µs | 249.02ms | 27.37ms | 69.58ms | 86.46ms | 10997.028584 |
| graalvm native micronaut | 198863 | 109.17µs | 278.92ms | 22.64ms | 61.66ms | 81.44ms | 13206.851605 |
| graalvm native spring-boot-web | 147707 | 169.58µs | 481.06ms | 31.7ms | 80.73ms | 115.03ms | 9763.558286 |
| graalvm native spring-boot-webflux | 144241 | 173.13µs | 1.07s | 34.17ms | 91.21ms | 120.4ms | 9502.351788 |
| graalvm native vertx | 216287 | 67.38µs | 204.84ms | 22.65ms | 59.22ms | 72.72ms | 14363.923434 |
| graalvm native ktor rest service | 187092 | 109.96µs | 2.31s | 18.16ms | 35.4ms | 44.78ms | 11603.032935 |