In Linux runnervmgx7h7 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: 1427/15989MB (8.92%)
Disk Usage: 61/145GB (43%)
CPU Load: 1.90
CPU core count:4
CPUs
cpu MHz : 2868.574
cpu MHz : 2869.259
cpu MHz : 2871.555
cpu MHz : 2870.023
Below is total package generation times for separate modules,
[INFO] [INFO] Avaje Jex Example 3.6 .............................. SUCCESS [ 0.225 s]
[INFO] [INFO] Avaje Jex Robaho Example 3.6 ....................... SUCCESS [ 0.015 s]
[INFO] [INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 0.289 s]
[INFO] [INFO] ktor-demo 3.5.2-kotlin-2.4.10 ...................... SUCCESS [ 1.228 s]
[INFO] [INFO] micronaut-demo 5.0.1 ............................... SUCCESS [ 1.407 s]
[INFO] [INFO] quarkus-demo 3.38.0 ................................ SUCCESS [ 0.909 s]
[INFO] [INFO] springboot-webflux-demo 4.1.0 ...................... SUCCESS [ 0.151 s]
[INFO] [INFO] springboot-demo-web 4.1.0 .......................... SUCCESS [ 0.017 s]
[INFO] [INFO] vertx-demo 5.1.5 ................................... SUCCESS [ 0.037 s]
[INFO] Avaje Jex Example 3.6 .............................. SUCCESS [ 2.672 s]
[INFO] Avaje Jex Robaho Example 3.6 ....................... SUCCESS [ 2.762 s]
[INFO] eclipse-microprofile-kumuluz-test 4.1.0 ............ SUCCESS [ 4.349 s]
[INFO] ktor-demo 3.5.2-kotlin-2.4.10 ...................... SUCCESS [ 12.422 s]
[INFO] micronaut-demo 5.0.1 ............................... SUCCESS [ 24.370 s]
[INFO] quarkus-demo 3.38.0 ................................ SUCCESS [ 13.289 s]
[INFO] springboot-webflux-demo 4.1.0 ...................... SUCCESS [ 1.978 s]
[INFO] springboot-demo-web 4.1.0 .......................... SUCCESS [ 1.985 s]
[INFO] vertx-demo 5.1.5 ................................... SUCCESS [ 4.762 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-5.0.1.jar |
| 20M | ./quarkus/target/quarkus-demo-runner.jar |
| 19M | ./spring-boot-web/target/springboot-demo-web-4.1.0.jar |
| 34M | ./spring-boot-webflux/target/springboot-webflux-demo-4.1.0.jar |
| 12M | ./vertx/target/vertx-demo-5.1.5-fat.jar |
Avaje Jex started class sun.net.httpserver.HttpServerImpl in 28ms on TCP http://0:0:0:0:0:0:0:0:8080
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 307,780 | 307,780 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 4,187 | 4,187 | -
> mean response time (ms) | 29 | 29 | -
> response time std deviation (ms) | 146 | 146 | -
> response time 50th percentile (ms) | 12 | 12 | -
> response time 75th percentile (ms) | 18 | 18 | -
> response time 95th percentile (ms) | 38 | 37 | -
> response time 99th percentile (ms) | 806 | 801 | -
> mean throughput (rps) | 12,311.2 | 12,311.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 304,259 (98.86%)
> OK: 800 ms <= t < 1200 ms 2,503 (0.81%)
> OK: t >= 1200 ms 1,018 (0.33%)
> KO 0 (0%)
started class robaho.net.httpserver.HttpServerImpl in 52ms on TCP http://0.0.0.0:8080
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 492,045 | 492,045 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 302 | 302 | -
> mean response time (ms) | 17 | 17 | -
> response time std deviation (ms) | 9 | 9 | -
> response time 50th percentile (ms) | 16 | 16 | -
> response time 75th percentile (ms) | 22 | 23 | -
> response time 95th percentile (ms) | 33 | 33 | -
> response time 99th percentile (ms) | 46 | 41 | -
> mean throughput (rps) | 19,681.8 | 19,681.8 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 492,045 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
:: Spring Boot :: (v4.1.0) Started DemoWebFluxApplication in 1.653 seconds (process running for 2.164)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 135,512 | 135,512 | -
> min response time (ms) | 1 | 1 | -
> max response time (ms) | 9,464 | 9,464 | -
> mean response time (ms) | 57 | 57 | -
> response time std deviation (ms) | 303 | 303 | -
> response time 50th percentile (ms) | 39 | 40 | -
> response time 75th percentile (ms) | 54 | 54 | -
> response time 95th percentile (ms) | 68 | 67 | -
> response time 99th percentile (ms) | 104 | 1,957 | -
> mean throughput (rps) | 5,420.48 | 5,420.48 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 135,127 (99.72%)
> OK: 800 ms <= t < 1200 ms 20 (0.01%)
> OK: t >= 1200 ms 365 (0.27%)
> KO 0 (0%)
:: Spring Boot :: (v4.1.0) Started DemoApplication in 1.513 seconds (process running for 1.975)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 135,324 | 135,324 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 774 | 774 | -
> mean response time (ms) | 65 | 65 | -
> response time std deviation (ms) | 42 | 42 | -
> response time 50th percentile (ms) | 59 | 59 | -
> response time 75th percentile (ms) | 89 | 89 | -
> response time 95th percentile (ms) | 135 | 137 | -
> response time 99th percentile (ms) | 214 | 171 | -
> mean throughput (rps) | 5,412.96 | 5,412.96 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 135,324 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
powered by Quarkus 3.38.0) started in 1.160s. Listening on: http://0.0.0.0:8080
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 153,846 | 153,846 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 260 | 260 | -
> mean response time (ms) | 60 | 60 | -
> response time std deviation (ms) | 34 | 34 | -
> response time 50th percentile (ms) | 55 | 56 | -
> response time 75th percentile (ms) | 77 | 78 | -
> response time 95th percentile (ms) | 126 | 132 | -
> response time 99th percentile (ms) | 151 | 155 | -
> mean throughput (rps) | 6,153.84 | 6,153.84 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 153,846 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
micronaut version: 4.9.0 Startup completed in 750ms. Server Running: http://localhost:8080
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 414,378 | 414,378 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 98 | 98 | -
> mean response time (ms) | 24 | 24 | -
> response time std deviation (ms) | 11 | 11 | -
> response time 50th percentile (ms) | 22 | 22 | -
> response time 75th percentile (ms) | 30 | 30 | -
> response time 95th percentile (ms) | 43 | 43 | -
> response time 99th percentile (ms) | 62 | 62 | -
> mean throughput (rps) | 15,937.62 | 15,937.62 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 414,378 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 674,130 | 674,130 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 48 | 48 | -
> mean response time (ms) | 15 | 15 | -
> response time std deviation (ms) | 4 | 4 | -
> response time 50th percentile (ms) | 14 | 15 | -
> response time 75th percentile (ms) | 18 | 18 | -
> response time 95th percentile (ms) | 21 | 23 | -
> response time 99th percentile (ms) | 29 | 29 | -
> mean throughput (rps) | 26,965.2 | 26,965.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 674,130 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
kumuluz version:4.1.0 Server – Started Server@587a1cfb{STARTING}[10.0.9,sto=0] @2620ms
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 98,323 | 98,323 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 494 | 494 | -
> mean response time (ms) | 97 | 97 | -
> response time std deviation (ms) | 83 | 83 | -
> response time 50th percentile (ms) | 68 | 68 | -
> response time 75th percentile (ms) | 178 | 180 | -
> response time 95th percentile (ms) | 235 | 234 | -
> response time 99th percentile (ms) | 289 | 286 | -
> mean throughput (rps) | 3,932.92 | 3,932.92 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 98,323 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 323,455 | 323,455 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 2,881 | 2,881 | -
> mean response time (ms) | 27 | 27 | -
> response time std deviation (ms) | 134 | 134 | -
> response time 50th percentile (ms) | 11 | 11 | -
> response time 75th percentile (ms) | 17 | 17 | -
> response time 95th percentile (ms) | 35 | 36 | -
> response time 99th percentile (ms) | 850 | 762 | -
> mean throughput (rps) | 12,938.2 | 12,938.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 319,647 (98.82%)
> OK: 800 ms <= t < 1200 ms 2,896 (0.9%)
> OK: t >= 1200 ms 912 (0.28%)
> KO 0 (0%)
Rust rest services
rustc 1.98.0 (88d9e12ae 2026-08-18)
warp = { version = 0.4, features = [server] }
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 870,402 | 870,402 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 48 | 48 | -
> mean response time (ms) | 10 | 10 | -
> response time std deviation (ms) | 5 | 5 | -
> response time 50th percentile (ms) | 10 | 9 | -
> response time 75th percentile (ms) | 13 | 13 | -
> response time 95th percentile (ms) | 23 | 21 | -
> response time 99th percentile (ms) | 43 | 39 | -
> mean throughput (rps) | 34,816.08 | 34,816.08 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 870,402 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 687,653 | 687,653 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 64 | 64 | -
> mean response time (ms) | 11 | 11 | -
> response time std deviation (ms) | 6 | 6 | -
> response time 50th percentile (ms) | 11 | 11 | -
> response time 75th percentile (ms) | 15 | 15 | -
> response time 95th percentile (ms) | 24 | 23 | -
> response time 99th percentile (ms) | 27 | 32 | -
> mean throughput (rps) | 27,506.12 | 27,506.12 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 687,653 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
rocket = { version = 0.5.1, features = [json] }
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 531,769 | 531,769 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 87 | 87 | -
> mean response time (ms) | 17 | 17 | -
> response time std deviation (ms) | 10 | 10 | -
> response time 50th percentile (ms) | 16 | 16 | -
> response time 75th percentile (ms) | 23 | 23 | -
> response time 95th percentile (ms) | 37 | 40 | -
> response time 99th percentile (ms) | 46 | 78 | -
> mean throughput (rps) | 21,270.76 | 21,270.76 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 531,769 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 718,355 | 718,355 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 51 | 51 | -
> mean response time (ms) | 12 | 12 | -
> response time std deviation (ms) | 6 | 6 | -
> response time 50th percentile (ms) | 11 | 11 | -
> response time 75th percentile (ms) | 15 | 15 | -
> response time 95th percentile (ms) | 27 | 23 | -
> response time 99th percentile (ms) | 46 | 31 | -
> mean throughput (rps) | 28,734.2 | 28,734.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 718,355 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
Dotnet 7 rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 469,713 | 469,713 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 132 | 132 | -
> mean response time (ms) | 17 | 17 | -
> response time std deviation (ms) | 10 | 10 | -
> response time 50th percentile (ms) | 16 | 16 | -
> response time 75th percentile (ms) | 24 | 23 | -
> response time 95th percentile (ms) | 37 | 33 | -
> response time 99th percentile (ms) | 104 | 51 | -
> mean throughput (rps) | 18,788.52 | 18,788.52 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 469,713 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
Dotnet 8 rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 517,915 | 517,915 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 90 | 90 | -
> mean response time (ms) | 16 | 16 | -
> response time std deviation (ms) | 8 | 8 | -
> response time 50th percentile (ms) | 15 | 15 | -
> response time 75th percentile (ms) | 21 | 22 | -
> response time 95th percentile (ms) | 31 | 32 | -
> response time 99th percentile (ms) | 51 | 70 | -
> mean throughput (rps) | 20,716.6 | 20,716.6 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 517,915 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
Dotnet 9 rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 574,379 | 574,379 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 70 | 70 | -
> mean response time (ms) | 14 | 14 | -
> response time std deviation (ms) | 7 | 7 | -
> response time 50th percentile (ms) | 14 | 14 | -
> response time 75th percentile (ms) | 19 | 19 | -
> response time 95th percentile (ms) | 27 | 27 | -
> response time 99th percentile (ms) | 42 | 35 | -
> mean throughput (rps) | 22,975.16 | 22,975.16 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 574,379 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
Golang rest service
go version go1.24.13 linux/amd64
Golang rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 545,427 | 545,427 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 171 | 171 | -
> mean response time (ms) | 17 | 17 | -
> response time std deviation (ms) | 15 | 15 | -
> response time 50th percentile (ms) | 13 | 13 | -
> response time 75th percentile (ms) | 22 | 22 | -
> response time 95th percentile (ms) | 53 | 52 | -
> response time 99th percentile (ms) | 139 | 145 | -
> mean throughput (rps) | 21,817.08 | 21,817.08 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 545,427 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
Express.js rest service
Node.js v22.23.2
Express.js rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 108,668 | 471 | 108,197
> min response time (ms) | 0 | 2 | 0
> max response time (ms) | 10,730 | 10,730 | 187
> mean response time (ms) | 65 | 2,879 | 53
> response time std deviation (ms) | 279 | 3,159 | 19
> response time 50th percentile (ms) | 53 | 1,564 | 53
> response time 75th percentile (ms) | 68 | 4,971 | 68
> response time 95th percentile (ms) | 79 | 9,370 | 80
> response time 99th percentile (ms) | 1,074 | 10,493 | 87
> mean throughput (rps) | 4,346.72 | 18.84 | 4,327.88
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 194 (0.18%)
> OK: 800 ms <= t < 1200 ms 23 (0.02%)
> OK: t >= 1200 ms 254 (0.23%)
> KO 108,197 (99.57%)
Bun rest service
Bun 1.4.0
Bun rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 794,061 | 794,061 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 42 | 42 | -
> mean response time (ms) | 12 | 12 | -
> response time std deviation (ms) | 4 | 4 | -
> response time 50th percentile (ms) | 12 | 12 | -
> response time 75th percentile (ms) | 15 | 15 | -
> response time 95th percentile (ms) | 20 | 20 | -
> response time 99th percentile (ms) | 34 | 33 | -
> mean throughput (rps) | 31,762.44 | 31,762.44 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 794,061 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
graalvm native avaje-jex-jdk
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 331,187 | 331,187 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 3,522 | 3,522 | -
> mean response time (ms) | 28 | 28 | -
> response time std deviation (ms) | 135 | 135 | -
> response time 50th percentile (ms) | 12 | 12 | -
> response time 75th percentile (ms) | 17 | 17 | -
> response time 95th percentile (ms) | 30 | 30 | -
> response time 99th percentile (ms) | 865 | 612 | -
> mean throughput (rps) | 13,247.48 | 13,247.48 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 327,418 (98.86%)
> OK: 800 ms <= t < 1200 ms 2,720 (0.82%)
> OK: t >= 1200 ms 1,049 (0.32%)
> KO 0 (0%)
graalvm native avaje-jex-robaho
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 492,019 | 492,019 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 1,763 | 1,763 | -
> mean response time (ms) | 19 | 19 | -
> response time std deviation (ms) | 19 | 19 | -
> response time 50th percentile (ms) | 18 | 18 | -
> response time 75th percentile (ms) | 26 | 26 | -
> response time 95th percentile (ms) | 40 | 38 | -
> response time 99th percentile (ms) | 873 | 426 | -
> mean throughput (rps) | 19,680.76 | 19,680.76 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 491,966 (99.99%)
> OK: 800 ms <= t < 1200 ms 24 (0%)
> OK: t >= 1200 ms 29 (0.01%)
> KO 0 (0%)
graalvm native quarkus
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 280,605 | 280,605 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 165 | 165 | -
> mean response time (ms) | 31 | 31 | -
> response time std deviation (ms) | 21 | 21 | -
> response time 50th percentile (ms) | 28 | 28 | -
> response time 75th percentile (ms) | 43 | 43 | -
> response time 95th percentile (ms) | 77 | 71 | -
> response time 99th percentile (ms) | 132 | 113 | -
> mean throughput (rps) | 11,224.2 | 11,224.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 280,605 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
graalvm native micronaut
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 332,180 | 332,180 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 145 | 145 | -
> mean response time (ms) | 29 | 29 | -
> response time std deviation (ms) | 17 | 17 | -
> response time 50th percentile (ms) | 26 | 27 | -
> response time 75th percentile (ms) | 39 | 39 | -
> response time 95th percentile (ms) | 59 | 64 | -
> response time 99th percentile (ms) | 89 | 118 | -
> mean throughput (rps) | 13,287.2 | 13,287.2 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 332,180 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
graalvm native spring-boot-web
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 235,575 | 235,575 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 351 | 351 | -
> mean response time (ms) | 38 | 38 | -
> response time std deviation (ms) | 24 | 24 | -
> response time 50th percentile (ms) | 34 | 34 | -
> response time 75th percentile (ms) | 52 | 54 | -
> response time 95th percentile (ms) | 82 | 88 | -
> response time 99th percentile (ms) | 101 | 95 | -
> mean throughput (rps) | 9,423 | 9,423 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 235,575 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
graalvm native spring-boot-webflux
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 209,310 | 209,310 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 7,053 | 7,053 | -
> mean response time (ms) | 43 | 43 | -
> response time std deviation (ms) | 175 | 175 | -
> response time 50th percentile (ms) | 35 | 34 | -
> response time 75th percentile (ms) | 46 | 46 | -
> response time 95th percentile (ms) | 66 | 69 | -
> response time 99th percentile (ms) | 87 | 486 | -
> mean throughput (rps) | 8,372.4 | 8,372.4 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 208,968 (99.84%)
> OK: 800 ms <= t < 1200 ms 31 (0.01%)
> OK: t >= 1200 ms 311 (0.15%)
> KO 0 (0%)
graalvm native vertx
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 409,487 | 409,487 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 121 | 121 | -
> mean response time (ms) | 24 | 24 | -
> response time std deviation (ms) | 11 | 11 | -
> response time 50th percentile (ms) | 24 | 23 | -
> response time 75th percentile (ms) | 32 | 32 | -
> response time 95th percentile (ms) | 42 | 43 | -
> response time 99th percentile (ms) | 54 | 45 | -
> mean throughput (rps) | 16,379.48 | 16,379.48 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 409,487 (100%)
> OK: 800 ms <= t < 1200 ms 0 (0%)
> OK: t >= 1200 ms 0 (0%)
> KO 0 (0%)
graalvm native ktor rest service
---- Global Information -------------------------------------------------------------|---Total---|-----OK----|----KO----
> request count | 370,495 | 370,495 | -
> min response time (ms) | 0 | 0 | -
> max response time (ms) | 4,362 | 4,362 | -
> mean response time (ms) | 25 | 25 | -
> response time std deviation (ms) | 129 | 129 | -
> response time 50th percentile (ms) | 10 | 10 | -
> response time 75th percentile (ms) | 15 | 15 | -
> response time 95th percentile (ms) | 134 | 45 | -
> response time 99th percentile (ms) | 2,204 | 2,107 | -
> mean throughput (rps) | 14,819.8 | 14,819.8 | -
---- Response Time Distribution ----------------------------------------------------------------------------------------
> OK: t < 800 ms 366,496 (98.92%)
> OK: 800 ms <= t < 1200 ms 3,079 (0.83%)
> OK: t >= 1200 ms 920 (0.25%)
> KO 0 (0%)
GraalVM Native Binaries Sizes:
| Size in MB | Name |
|---|---|
| 48 | quarkus-demo-runner-bin |
| 62 | micronaut-demo-bin |
| 67 | springboot-demo-web-bin |
| 98 | 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 (ms) ⇅ | Max (ms) ⇅ | Mean (ms) ⇅ | StdDev ⇅ | P50 (ms) ⇅ | P75 (ms) ⇅ | P95 (ms) ⇅ | P99 (ms) ⇅ | Req/Sec ⇅ |
|---|---|---|---|---|---|---|---|---|---|---|
| AVAJE | 307 | 780 | 0 | 4 | 187 | 29 | 146 | 12 | 18 | 38,806,12,311.2 |
| ROBAHO | 492 | 045 | 0 | 302 | 17 | 9 | 16 | 22 | 33 | 46,19,681.8 |
| Started DemoWebFluxApplication | 135 | 512 | 1 | 9 | 464 | 57 | 303 | 39 | 54 | 68,104,5,420.48 |
| Started DemoApplication | 135 | 324 | 0 | 774 | 65 | 42 | 59 | 89 | 135 | 214,5,412.96 |
| QUARKUS | 153 | 846 | 0 | 260 | 60 | 34 | 55 | 77 | 126 | 151,6,153.84 |
| Startup completed in | 414 | 378 | 0 | 98 | 24 | 11 | 22 | 30 | 43 | 62,15,937.62 |
| VERTX | 674 | 130 | 0 | 48 | 15 | 4 | 14 | 18 | 21 | 29,26,965.2 |
| Server -- Started | 98 | 323 | 0 | 494 | 97 | 83 | 68 | 178 | 235 | 289,3,932.92 |
| KTOR | 323 | 455 | 0 | 2 | 881 | 27 | 134 | 11 | 17 | 35,850,12,938.2 |
| WARP | 870 | 402 | 0 | 48 | 10 | 5 | 10 | 13 | 23 | 43,34,816.08 |
| ACTIX | 687 | 653 | 0 | 64 | 11 | 6 | 11 | 15 | 24 | 27,27,506.12 |
| ROCKET | 531 | 769 | 0 | 87 | 17 | 10 | 16 | 23 | 37 | 46,21,270.76 |
| AXUM | 718 | 355 | 0 | 51 | 12 | 6 | 11 | 15 | 27 | 46,28,734.2 |
| Dotnet 7 rest service | 469 | 713 | 0 | 132 | 17 | 10 | 16 | 24 | 37 | 104,18,788.52 |
| Dotnet 8 rest service | 517 | 915 | 0 | 90 | 16 | 8 | 15 | 21 | 31 | 51,20,716.6 |
| Dotnet 9 rest service | 574 | 379 | 0 | 70 | 14 | 7 | 14 | 19 | 27 | 42,22,975.16 |
| Golang rest service | 545 | 427 | 0 | 171 | 17 | 15 | 13 | 22 | 53 | 139,21,817.08 |
| Express.js rest service | 108 | 668 | 0 | 10 | 730 | 65 | 279 | 53 | 68 | 79,1,074,4,346.72 |
| Bun rest service | 794 | 061 | 0 | 42 | 12 | 4 | 12 | 15 | 20 | 34,31,762.44 |
| graalvm native avaje-jex-jdk | 331 | 187 | 0 | 3 | 522 | 28 | 135 | 12 | 17 | 30,865,13,247.48 |
| graalvm native avaje-jex-robaho | 492 | 019 | 0 | 1 | 763 | 19 | 19 | 18 | 26 | 40,873,19,680.76 |
| graalvm native quarkus | 280 | 605 | 0 | 165 | 31 | 21 | 28 | 43 | 77 | 132,11,224.2 |
| graalvm native micronaut | 332 | 180 | 0 | 145 | 29 | 17 | 26 | 39 | 59 | 89,13,287.2 |
| graalvm native spring-boot-web | 235 | 575 | 0 | 351 | 38 | 24 | 34 | 52 | 82 | 101,9,423 |
| graalvm native spring-boot-webflux | 209 | 310 | 0 | 7 | 053 | 43 | 175 | 35 | 46 | 66,87,8,372.4 |
| graalvm native vertx | 409 | 487 | 0 | 121 | 24 | 11 | 24 | 32 | 42 | 54,16,379.48 |
| graalvm native ktor rest service | 370 | 495 | 0 | 4 | 362 | 25 | 129 | 10 | 15 | 134,2,204,14,819.8 |