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2025-03-04 20:07:53 +01:00 · 2025-03-03 20:37:47 +01:00 · 2025-03-02 22:21:00 +01:00 · 2025-03-02 22:19:41 +01:00
2 changed files with 135 additions and 139 deletions
--- a/content/posts/22-web-api-benchmarks-2024/index.md
+++ b/content/posts/22-web-api-benchmarks-2024/index.md
@ -9,7 +9,7 @@ We'll be comparing the read performance of 6 Web APIs frameworks, sharing the sa
 {{< /lead >}}

 {{< alert >}}
-Update April 2024 for PHP: I replaced previous Apache results by new [FrankenPHP](https://frankenphp.dev/). Now PHP is back in the game, with huge performance increase thanks to worker mode.
+Outdated post, check the [lastest]({{< ref "/posts/23-web-api-benchmarks-2025" >}}) for updated benchs.
 {{< /alert >}}

 This is not a basic synthetic benchmark, but a real world benchmark with DB data tests, and multiple scenarios. This post may be updated when new versions of frameworks will be released or any suggestions for performance related improvement in below commentary section.
--- a/content/posts/23-web-api-benchmarks-2025/index.md
+++ b/content/posts/23-web-api-benchmarks-2025/index.md
@ -12,10 +12,10 @@ This is a 2025 update from previous [2024 benchmark]({{< ref "/posts/22-web-api-

 | Framework & Source code                                                                                                                                                                                                            | Runtime        | ORM            |
 | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------- | -------------- |
-| [Laravel 11](https://github.com/adr1enbe4udou1n/laravel-realworld-example-app) ([api](https://laravelrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/laravel/latest))                 | FrankenPHP 8.4 | Eloquent       |
+| [Laravel 12](https://github.com/adr1enbe4udou1n/laravel-realworld-example-app) ([api](https://laravelrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/laravel/latest))                 | FrankenPHP 8.4 | Eloquent       |
 | [Symfony 7.2](https://github.com/adr1enbe4udou1n/symfony-realworld-example-app) ([api](https://symfonyrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/symfony/latest))                | FrankenPHP 8.4 | Doctrine       |
-| [FastAPI](https://github.com/adr1enbe4udou1n/fastapi-realworld-example-app) ([api](https://fastapirealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/fastapi/latest))                    | Python 3.13    | SQLAlchemy 2.0 |
-| [NestJS 10](https://github.com/adr1enbe4udou1n/nestjs-realworld-example-app) ([api](https://nestjsrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/nestjs/latest))                     | Node 22        | Prisma 6       |
+| [FastAPI](https://github.com/adr1enbe4udou1n/fastapi-realworld-example-app) ([api](https://fastapirealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/fastapi/latest))                    | Python 3.13 (asyncio)    | SQLAlchemy 2.0 (asyncio) |
+| [NestJS 11](https://github.com/adr1enbe4udou1n/nestjs-realworld-example-app) ([api](https://nestjsrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/nestjs/latest))                     | Node 22        | Prisma 6       |
 | [Spring Boot 3.4](https://github.com/adr1enbe4udou1n/spring-boot-realworld-example-app) ([api](https://springbootrealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/spring-boot/latest)) | Java 21        | Hibernate 6    |
 | [ASP.NET Core 9](https://github.com/adr1enbe4udou1n/aspnetcore-realworld-example-app) ([api](https://aspnetcorerealworld.okami101.io/api/) / [image](https://gitea.okami101.io/conduit/-/packages/container/aspnet-core/latest))   | .NET 9.0       | EF Core 9      |

@ -147,6 +147,7 @@ services:
      - DB_PASSWORD=okami
      - DB_DATABASE=conduit_fastapi
      - JWT_PASSPHRASE=c2b344e1-1a20-47fc-9aef-55b0c0d568a7
+      - UVICORN_WORKERS=2
    networks:
      - postgres_db
      - traefik_public
@ -155,9 +156,9 @@ services:
        - traefik.enable=true
        - traefik.http.routers.fastapi.entrypoints=websecure
        - traefik.http.services.fastapi.loadbalancer.server.port=8000
-      replicas: 4
+      replicas: 2
      placement:
-        max_replicas_per_node: 2
+        max_replicas_per_node: 1
        constraints:
          - node.labels.run == true

@ -1029,30 +1030,28 @@ Huge gap in performance against Laravel Octane here, about twice better ! Withou

 ### FastAPI

-As a side note here, uvicorn is limited to 1 CPU core, so I use 2 replicas on each worker to use all CPU cores.
-
 #### FastAPI scenario 1

 Iteration creation rate =  **15/s**

 ```txt
-checks.........................: 100.00% 39678 out of 39678
-data_received..................: 321 MB  5.2 MB/s
-data_sent......................: 3.4 MB  55 kB/s
-dropped_iterations.............: 123     1.983368/s
-http_req_blocked...............: avg=23.83µs  min=213ns   med=799ns    max=113.17ms p(90)=1.41µs   p(95)=1.59µs
-http_req_connecting............: avg=1.42µs   min=0s      med=0s       max=6.53ms   p(90)=0s       p(95)=0s
-http_req_duration..............: avg=69.21ms  min=6.41ms  med=54.17ms  max=382.34ms p(90)=142.86ms p(95)=166.33ms
-  { expected_response:true }...: avg=69.21ms  min=6.41ms  med=54.17ms  max=382.34ms p(90)=142.86ms p(95)=166.33ms
-http_req_failed................: 0.00%   0 out of 39678
-http_req_receiving.............: avg=491.01µs min=23.44µs med=282.51µs max=20.46ms  p(90)=1.01ms   p(95)=1.6ms
-http_req_sending...............: avg=106.95µs min=17.61µs med=85.46µs  max=20.9ms   p(90)=155.94µs p(95)=189.16µs
-http_req_tls_handshaking.......: avg=18.91µs  min=0s      med=0s       max=34.33ms  p(90)=0s       p(95)=0s
-http_req_waiting...............: avg=68.62ms  min=6.23ms  med=53.56ms  max=381.34ms p(90)=142.08ms p(95)=165.56ms
-http_reqs......................: 39678   639.805458/s
-iteration_duration.............: avg=3.56s    min=1s      med=3.68s    max=5.11s    p(90)=4.22s    p(95)=4.38s
-iterations.....................: 778     12.545205/s
-vus............................: 3       min=3              max=50
+checks.........................: 100.00% 28764 out of 28764
+data_received..................: 234 MB  3.7 MB/s
+data_sent......................: 2.6 MB  41 kB/s
+dropped_iterations.............: 336     5.300365/s
+http_req_blocked...............: avg=39.99µs  min=242ns   med=669ns    max=68.16ms  p(90)=1.14µs   p(95)=1.32µs
+http_req_connecting............: avg=1.66µs   min=0s      med=0s       max=3.75ms   p(90)=0s       p(95)=0s
+http_req_duration..............: avg=103.18ms min=6.22ms  med=101.32ms max=452.09ms p(90)=139.92ms p(95)=157.15ms
+  { expected_response:true }...: avg=103.18ms min=6.22ms  med=101.32ms max=452.09ms p(90)=139.92ms p(95)=157.15ms
+http_req_failed................: 0.00%   0 out of 28764
+http_req_receiving.............: avg=460.02µs min=28.21µs med=334.44µs max=18.75ms  p(90)=862.97µs p(95)=1.19ms
+http_req_sending...............: avg=93.58µs  min=21.19µs med=79.76µs  max=3.26ms   p(90)=141.54µs p(95)=167.69µs
+http_req_tls_handshaking.......: avg=35.6µs   min=0s      med=0s       max=28.74ms  p(90)=0s       p(95)=0s
+http_req_waiting...............: avg=102.63ms min=5.98ms  med=100.76ms max=451.57ms p(90)=139.32ms p(95)=156.56ms
+http_reqs......................: 28764   453.749133/s
+iteration_duration.............: avg=5.28s    min=1.61s   med=5.38s    max=6.19s    p(90)=5.71s    p(95)=5.79s
+iterations.....................: 564     8.897042/s
+vus............................: 17      min=15             max=50
 vus_max........................: 50      min=50             max=50
 ```

@ -1064,13 +1063,13 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'Req/s',
    data: [
-      205, 686, 625, 657, 643, 684, 625, 652, 606,
-      656, 610, 662, 672, 687, 647, 650, 636, 663,
-      665, 617, 600, 621, 637, 655, 628, 681, 649,
-      637, 662, 568, 669, 667, 630, 625, 630, 685,
-      654, 647, 667, 631, 618, 656, 614, 695, 650,
-      659, 629, 638, 646, 609, 642, 661, 647, 677,
-      601, 662, 665, 608, 671, 628, 632, 629, 150
+       50, 371, 331, 391, 475, 450, 464, 464, 467, 450,
+      447, 467, 467, 455, 451, 458, 463, 485, 470, 476,
+      449, 481, 485, 461, 476, 442, 455, 474, 454, 456,
+      439, 478, 472, 436, 473, 453, 463, 471, 456, 455,
+      439, 470, 456, 473, 465, 459, 468, 471, 475, 474,
+      444, 484, 469, 466, 468, 448, 477, 449, 443, 482,
+      444, 452, 432, 374,   1
    ]
  }
 ]
@ -1085,12 +1084,12 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'VUs',
    data: [
-      15, 18, 22, 30, 31, 36, 37, 41, 49, 50, 49, 50,
-      47, 48, 47, 48, 49, 47, 49, 44, 47, 48, 48, 50,
-      46, 46, 45, 50, 48, 47, 45, 50, 45, 49, 45, 45,
-      50, 47, 48, 50, 47, 50, 46, 47, 49, 47, 50, 47,
-      50, 46, 49, 46, 47, 49, 48, 49, 47, 47, 48, 49,
-      38,  3
+      15, 27, 39, 50, 50, 50, 49, 48, 48, 50, 50, 50,
+      48, 46, 49, 50, 48, 49, 49, 50, 50, 50, 49, 48,
+      47, 48, 50, 47, 48, 50, 47, 50, 50, 48, 46, 49,
+      50, 50, 50, 49, 48, 50, 48, 49, 50, 50, 49, 44,
+      49, 49, 49, 48, 50, 48, 50, 50, 47, 50, 49, 50,
+      45, 37, 17
    ]
  }
 ]
@ -1101,12 +1100,13 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'Duration (ms)',
    data: [
-      19, 22, 29, 35, 44, 46, 57, 60, 71, 73, 80, 73,
-      73, 67, 76, 74, 73, 73, 70, 80, 76, 77, 76, 74,
-      77, 65, 70, 75, 73, 84, 68, 71, 80, 74, 79, 64,
-      74, 77, 69, 77, 79, 71, 78, 67, 75, 72, 77, 76,
-      74, 78, 71, 73, 74, 70, 78, 76, 71, 75, 71, 79,
-      71, 49, 17
+       21,  34,  77,  93, 102, 110, 107, 104, 105, 109,
+      112, 106, 105, 103, 106, 107, 106, 103, 103, 102,
+      108, 103, 102, 107, 103, 109, 106, 106, 107, 108,
+      112, 103, 103, 111, 105, 107, 105, 104, 107, 107,
+      115, 103, 108, 103, 107, 108, 105, 102, 101, 104,
+      112, 102, 105, 104, 105, 110, 104, 106, 108, 105,
+      111, 102,  85,  47,   8
    ]
  }
 ]
@ -1120,11 +1120,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'User',
    data: [
-      0.01, 0.48, 0.69,  0.7,
-      0.69,  0.7,  0.7, 0.69,
-      0.71, 0.69, 0.68, 0.69,
-      0.69, 0.41, 0.01, 0.02,
-      0.01, 0.01
+      0.02, 0.02,  0.1, 0.74,
+      0.78, 0.77, 0.79, 0.79,
+      0.78, 0.78, 0.78, 0.78,
+      0.78, 0.77, 0.78, 0.36,
+      0.02, 0.02, 0.02
    ],
    borderColor: '#4bc0c0',
    backgroundColor: '#4bc0c0',
@ -1133,11 +1133,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'System',
    data: [
-      0.01, 0.16, 0.26, 0.26,
-      0.24, 0.24, 0.25, 0.25,
-      0.26, 0.25, 0.24, 0.24,
-      0.24, 0.16, 0.01, 0.02,
-      0.01, 0.01
+      0.01, 0.01, 0.04,  0.2,
+      0.21, 0.21, 0.21,  0.2,
+      0.21, 0.21, 0.21, 0.21,
+      0.21, 0.22, 0.21,  0.1,
+      0.02, 0.01, 0.01
    ],
    borderColor: '#ff6384',
    backgroundColor: '#ff6384',
@ -1151,11 +1151,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'User',
    data: [
-      0.02, 0.11, 0.46, 0.49,
-      0.48,  0.5,  0.5, 0.49,
-      0.48, 0.48, 0.47, 0.49,
-      0.48, 0.49, 0.05, 0.02,
-      0.02, 0.02
+      0.02, 0.02, 0.37,  0.5,
+       0.5, 0.49, 0.48,  0.5,
+      0.49,  0.5, 0.49,  0.5,
+      0.49,  0.5, 0.41, 0.02,
+      0.03, 0.02, 0.02
    ],
    borderColor: '#4bc0c0',
    backgroundColor: '#4bc0c0',
@ -1164,11 +1164,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'System',
    data: [
-      0.02, 0.06, 0.24, 0.35,
-      0.28, 0.35, 0.33,  0.3,
-      0.28, 0.32, 0.27, 0.34,
-      0.29,  0.3, 0.04, 0.02,
-      0.02, 0.02
+      0.02, 0.02, 0.33, 0.34,
+      0.34, 0.33, 0.32, 0.35,
+      0.34, 0.35, 0.36, 0.33,
+      0.32, 0.36, 0.33, 0.02,
+      0.02, 0.02, 0.02
    ],
    borderColor: '#ff6384',
    backgroundColor: '#ff6384',
@ -1185,23 +1185,23 @@ vus_max........................: 50      min=50             max=50
 Iteration creation rate = **2/s**

 ```txt
-checks.........................: 100.00% 82414 out of 82414
-data_received..................: 164 MB  1.8 MB/s
-data_sent......................: 6.1 MB  68 kB/s
-dropped_iterations.............: 64      0.711058/s
-http_req_blocked...............: avg=13.71µs  min=208ns   med=783ns    max=143.23ms p(90)=1.39µs   p(95)=1.56µs
-http_req_connecting............: avg=1.28µs   min=0s      med=0s       max=25.89ms  p(90)=0s       p(95)=0s
-http_req_duration..............: avg=43.46ms  min=3.99ms  med=24.29ms  max=315.4ms  p(90)=108.49ms p(95)=129.33ms
-  { expected_response:true }...: avg=43.46ms  min=3.99ms  med=24.29ms  max=315.4ms  p(90)=108.49ms p(95)=129.33ms
-http_req_failed................: 0.00%   0 out of 82414
-http_req_receiving.............: avg=205.46µs min=16.8µs  med=103.34µs max=23.42ms  p(90)=394.08µs p(95)=591.95µs
-http_req_sending...............: avg=94.88µs  min=17.56µs med=78.81µs  max=14.63ms  p(90)=143.76µs p(95)=171.26µs
-http_req_tls_handshaking.......: avg=9.75µs   min=0s      med=0s       max=29.89ms  p(90)=0s       p(95)=0s
-http_req_waiting...............: avg=43.16ms  min=23.62µs med=23.97ms  max=315.14ms p(90)=108.17ms p(95)=129.04ms
-http_reqs......................: 82414   915.642582/s
-iteration_duration.............: avg=1m5s     min=44.88s  med=1m10s    max=1m14s    p(90)=1m13s    p(95)=1m13s
-iterations.....................: 36      0.39997/s
-vus............................: 21      min=2              max=50
+checks.........................: 100.00% 72770 out of 72770
+data_received..................: 145 MB  1.6 MB/s
+data_sent......................: 5.5 MB  61 kB/s
+dropped_iterations.............: 66      0.733176/s
+http_req_blocked...............: avg=14.03µs  min=198ns   med=645ns    max=144.52ms p(90)=1.11µs   p(95)=1.27µs
+http_req_connecting............: avg=629ns    min=0s      med=0s       max=5.17ms   p(90)=0s       p(95)=0s
+http_req_duration..............: avg=50.94ms  min=3.78ms  med=38.97ms  max=384.02ms p(90)=107.46ms p(95)=136.98ms
+  { expected_response:true }...: avg=50.94ms  min=3.78ms  med=38.97ms  max=384.02ms p(90)=107.46ms p(95)=136.98ms
+http_req_failed................: 0.00%   0 out of 72770
+http_req_receiving.............: avg=200.09µs min=18.28µs med=107.44µs max=18.54ms  p(90)=399.04µs p(95)=632µs
+http_req_sending...............: avg=86.57µs  min=16.71µs med=73.65µs  max=13.95ms  p(90)=132.89µs p(95)=158.51µs
+http_req_tls_handshaking.......: avg=10.86µs  min=0s      med=0s       max=28.74ms  p(90)=0s       p(95)=0s
+http_req_waiting...............: avg=50.66ms  min=3.64ms  med=38.7ms   max=383.81ms p(90)=107.11ms p(95)=136.61ms
+http_reqs......................: 72770   808.381614/s
+iteration_duration.............: avg=1m6s     min=49.42s  med=1m8s     max=1m19s    p(90)=1m18s    p(95)=1m18s
+iterations.....................: 18      0.199957/s
+vus............................: 37      min=2              max=50
 vus_max........................: 50      min=50             max=50
 ```

@ -1213,15 +1213,14 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'Req/s',
    data: [
-       12,  155, 362, 681, 799, 914, 973, 975, 984, 928, 959,
-      964,  934, 975, 874, 924, 883, 908, 931, 888, 983, 935,
-      967,  959, 898, 942, 939, 935, 933, 904, 926, 909, 911,
-      904,  945, 929, 990, 962, 973, 896, 998, 962, 930, 983,
-      891, 1007, 944, 925, 983, 952, 938, 984, 939, 936, 872,
-      959,  996, 983, 968, 945, 909, 964, 973, 897, 921, 996,
-      953,  986, 941, 929, 942, 966, 880, 943, 901, 956, 925,
-      944,  967, 899, 935, 937, 924, 960, 899, 999, 917, 891,
-      880,  884, 538
+      734, 921, 803, 822, 870, 809, 859, 751, 834, 825,
+      786, 779, 811, 928, 869, 802, 802, 802, 832, 802,
+      798, 824, 768, 845, 825, 762, 860, 758, 812, 813,
+      808, 783, 772, 797, 831, 835, 799, 781, 844, 824,
+      787, 801, 769, 819, 799, 774, 837, 776, 837, 826,
+      821, 776, 791, 816, 838, 792, 900, 795, 815, 807,
+      781, 819, 729, 848, 861, 839, 872, 762, 796, 902,
+      790, 791, 791, 830, 815, 835, 832, 583
    ]
  }
 ]
@ -1236,14 +1235,13 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'VUs',
    data: [
-       2,  4,  6,  8, 10, 12, 14, 16, 18, 20, 22, 24,
      26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48,
      50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
      50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
-      50, 50, 50, 50, 49, 49, 50, 50, 50, 50, 50, 50,
-      49, 49, 49, 49, 48, 47, 46, 46, 46, 45, 45, 44,
-      43, 43, 43, 42, 41, 40, 40, 40, 38, 36, 35, 34,
-      32, 30, 29, 26, 25, 21
+      50, 49, 50, 50, 50, 50, 50, 50, 50, 50, 50, 49,
+      50, 50, 50, 49, 49, 48, 48, 48, 48, 47, 47, 46,
+      46, 46, 45, 44, 44, 44, 44, 43, 43, 42, 42, 40,
+      40, 39, 38, 37, 37, 37
    ]
  }
 ]
@ -1254,14 +1252,13 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'Duration (ms)',
    data: [
-      20, 14, 12,  9, 10, 11, 12, 14, 16, 19, 21, 23,
-      26, 27, 32, 32, 36, 38, 38, 44, 41, 45, 46, 47,
-      54, 52, 51, 55, 54, 55, 54, 55, 54, 55, 53, 54,
-      49, 53, 51, 56, 50, 52, 53, 51, 55, 50, 53, 53,
-      49, 53, 53, 50, 53, 53, 57, 50, 52, 49, 52, 54,
-      54, 52, 50, 53, 54, 49, 49, 47, 49, 49, 47, 45,
-      50, 47, 47, 45, 44, 44, 41, 45, 42, 41, 39, 36,
-      38, 31, 33, 32, 31, 28, 24
+      29, 30, 37, 38, 39, 44, 43, 53, 49, 53, 58, 61,
+      61, 54, 57, 62, 62, 62, 61, 62, 61, 61, 65, 59,
+      60, 66, 59, 65, 61, 62, 62, 63, 65, 63, 60, 60,
+      61, 63, 59, 60, 62, 64, 65, 60, 63, 65, 59, 64,
+      59, 60, 61, 62, 62, 58, 59, 60, 53, 60, 57, 58,
+      57, 57, 61, 53, 50, 53, 51, 56, 54, 46, 54, 50,
+      51, 48, 47, 45, 45, 50
    ]
  }
 ]
@ -1275,11 +1272,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'User',
    data: [
-      0.01, 0.24, 0.65, 0.68,
-      0.66, 0.69, 0.68, 0.68,
-      0.68, 0.69, 0.69, 0.71,
-      0.69, 0.68,  0.7,  0.7,
-      0.69, 0.68, 0.65
+      0.51, 0.71, 0.76,  0.7,
+      0.72, 0.72, 0.74, 0.77,
+      0.72, 0.73, 0.75, 0.74,
+      0.73, 0.78, 0.77, 0.66,
+      0.76,  0.6, 0.02
    ],
    borderColor: '#4bc0c0',
    backgroundColor: '#4bc0c0',
@ -1288,11 +1285,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'System',
    data: [
-      0.01, 0.08, 0.23, 0.26,
-      0.25, 0.28, 0.27, 0.25,
-      0.25, 0.25, 0.25, 0.27,
-      0.28, 0.26, 0.27, 0.28,
-      0.27, 0.24, 0.24
+      0.15,  0.2,  0.2, 0.18,
+      0.19, 0.18, 0.19,  0.2,
+      0.19, 0.19, 0.19, 0.19,
+      0.19, 0.19, 0.18, 0.17,
+       0.2, 0.16, 0.01
    ],
    borderColor: '#ff6384',
    backgroundColor: '#ff6384',
@ -1306,11 +1303,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'User',
    data: [
-      0.02, 0.03, 0.24, 0.24,
-      0.25, 0.26, 0.28, 0.28,
-      0.29, 0.28, 0.29, 0.28,
-      0.27, 0.28, 0.29, 0.28,
-      0.28, 0.27, 0.28
+      0.42, 0.47, 0.48, 0.51,
+      0.51, 0.52, 0.49, 0.52,
+      0.52, 0.52, 0.51, 0.53,
+      0.51, 0.52, 0.49,  0.5,
+      0.52, 0.12, 0.03
    ],
    borderColor: '#4bc0c0',
    backgroundColor: '#4bc0c0',
@ -1319,11 +1316,11 @@ vus_max........................: 50      min=50             max=50
  {
    label: 'System',
    data: [
-      0.02, 0.02, 0.13, 0.16,
-       0.2, 0.23, 0.23, 0.24,
-      0.26, 0.26, 0.26, 0.23,
-      0.23, 0.25, 0.24, 0.25,
-      0.25, 0.23, 0.23
+      0.15, 0.29, 0.37, 0.44,
+      0.43, 0.46, 0.42, 0.47,
+      0.47, 0.45, 0.46, 0.46,
+      0.41, 0.46, 0.39, 0.39,
+      0.42, 0.11, 0.02
    ],
    borderColor: '#ff6384',
    backgroundColor: '#ff6384',
@ -2291,13 +2288,13 @@ Here are the final req/s results for each framework against PgSQL database.
    borderColor: "#0f766e",
    backgroundColor: "#0f766e",
    data: [
-      205, 686, 625, 657, 643, 684, 625, 652, 606,
-      656, 610, 662, 672, 687, 647, 650, 636, 663,
-      665, 617, 600, 621, 637, 655, 628, 681, 649,
-      637, 662, 568, 669, 667, 630, 625, 630, 685,
-      654, 647, 667, 631, 618, 656, 614, 695, 650,
-      659, 629, 638, 646, 609, 642, 661, 647, 677,
-      601, 662, 665, 608, 671, 628, 632, 629, 150
+       50, 371, 331, 391, 475, 450, 464, 464, 467, 450,
+      447, 467, 467, 455, 451, 458, 463, 485, 470, 476,
+      449, 481, 485, 461, 476, 442, 455, 474, 454, 456,
+      439, 478, 472, 436, 473, 453, 463, 471, 456, 455,
+      439, 470, 456, 473, 465, 459, 468, 471, 475, 474,
+      444, 484, 469, 466, 468, 448, 477, 449, 443, 482,
+      444, 452, 432, 374,   1
    ],
  },
  {
@ -2388,15 +2385,14 @@ Here are the final req/s results for each framework against PgSQL database.
    borderColor: "#0f766e",
    backgroundColor: "#0f766e",
    data: [
-      12,  155, 362, 681, 799, 914, 973, 975, 984, 928, 959,
-      964,  934, 975, 874, 924, 883, 908, 931, 888, 983, 935,
-      967,  959, 898, 942, 939, 935, 933, 904, 926, 909, 911,
-      904,  945, 929, 990, 962, 973, 896, 998, 962, 930, 983,
-      891, 1007, 944, 925, 983, 952, 938, 984, 939, 936, 872,
-      959,  996, 983, 968, 945, 909, 964, 973, 897, 921, 996,
-      953,  986, 941, 929, 942, 966, 880, 943, 901, 956, 925,
-      944,  967, 899, 935, 937, 924, 960, 899, 999, 917, 891,
-      880,  884, 538
+      734, 921, 803, 822, 870, 809, 859, 751, 834, 825,
+      786, 779, 811, 928, 869, 802, 802, 802, 832, 802,
+      798, 824, 768, 845, 825, 762, 860, 758, 812, 813,
+      808, 783, 772, 797, 831, 835, 799, 781, 844, 824,
+      787, 801, 769, 819, 799, 774, 837, 776, 837, 826,
+      821, 776, 791, 816, 838, 792, 900, 795, 815, 807,
+      781, 819, 729, 848, 861, 839, 872, 762, 796, 902,
+      790, 791, 791, 830, 815, 835, 832, 583
    ],
  },
  {
Author	SHA1	Message	Date
Adrien Beaudouin	21ff0825cc	up python All checks were successful / build (push) Successful in 37s Details	2025-03-04 20:07:53 +01:00
Adrien Beaudouin	c7cdd65f87	add link All checks were successful / build (push) Successful in 3m51s Details	2025-03-03 20:37:47 +01:00
Adrien Beaudouin	3b2adea40f	up ver All checks were successful / build (push) Successful in 34s Details	2025-03-02 22:21:00 +01:00
Adrien Beaudouin	8e82c90734	use python asyncio All checks were successful / build (push) Successful in 43s Details	2025-03-02 22:19:41 +01:00