fastjson_benchmark
更多测试数据看这里 https://github.com/alibaba/fastjson2/tree/main/docs/benchmark
- fastjson2 2.0.27
- fastjson1 1.1.83
- jackson 2.13.4
- gson 2.9.1
- kryo 5.3.0
- hessian 4.0.66
都是截止测试时间（2022-10-05）各个库的最新版本
测试的服务器基于阿里云最新代ECS，包括x64架构的Intel和AMD处理器，ARM架构的AltraMax和阿里云平头哥的倚天处理器。
cs.c7a.xlarge
ecs.g8m.xlarge
Orange Pi 5
AppleM1Pro
这个是阿里云当前代标准型ECS，处理器型号 Intel Xeon(Ice Lake) Platinum 8369B，4核，8G内存
这个是阿里云上售卖ARM处理器，处理器型号 Yitian 710，4核，16G内存。这个是阿里云平头哥的倚天710处理器，需要联系客服才能购买。
这个是国产的树莓派的高性能替代 http://www.orangepi.org/html/hardWare/computerAndMicrocontrollers/details/Orange-Pi-5.html
苹果M1 Pro笔记本电脑，这个是阿里员工的工作用笔记本
基于Oracle最新版本的Linux x64/aarch64的JDK版本，下载地址 https://www.oracle.com/java/technologies/
- oracle-jdk1.8.0_371
- oracle-jdk-11.0.18
- oracle-jdk-17.0.6
- graalvm-ce-11-22.3.1
- graalvm-ce-17-22.3.1
- graalvm-ee-11-22.3.1
- graalvm-ee-17-22.3.1
- zulu-8.68.0.21
- zulu-11.62.17
- zulu-17.40.19
-
运行方式测试代码方式 需要准备响应的JDK版本到Install目录下
git clone https://github.com/alibaba/fastjson2
cd fastjson2
git checkout 2.0.15
mvn clean install -Dmaven.test.skip
~/Install/jdk-1.8.0_361/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/jdk-11.0.18/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/jdk-17.0.6/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/graalvm-ce-java11-22.3.1/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/graalvm-ce-java17-22.3.1/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/graalvm-ee-java11-22.3.1/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay
~/Install/graalvm-ee-java17-22.3.1/bin/java -cp ~/git/fastjson2/benchmark/target/fastjson2-benchmarks.jar com.alibaba.fastjson2.benchmark.eishay.Eishay原始数据 https://github.com/alibaba/fastjson2/blob/2.0.15/docs/benchmark/benchmark_2.0.26_raw.md
这个是最常用的场景，将JSON格式字符串反序列化为Java对象，这个场景在fastjson中的代码如下：
String str = "...";
Bean bean = JSON.parseJSONObject(str, Bean.class);这个场景是fastjson1最强的场景；
在ecs.c7.xlarge-jdk1.8.0_361环境中，只相当于只相当于fastjson2的75.97% ;jackson则只相当于fastjson2的40.46%; gson是fastjson2的33.42%，也就是说这个最常见的反序列化场景，fastjson2的性能差不多是jackson/gson的三倍。
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361
fastjson2 > fastjson1 > jackson > gson
jdk8 100% 75.97% 40.46% 33.42%
jdk11 100% 77.97% 42.76% 35.41%
jdk17 100% 98.30% 38.41% 35.82%fastjson2在JDK11和JDK8的算法不同，导致这个场景下，fastjson2在JDK8的表现比JDK11下好，JDK17/18/19由于JDK自身性能优化，使得JDK17/18/19性能更好。JDK 18/19比JDK 17性能显著提升。
下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1275.975 | 969.297 (75.97%) | 516.21 (40.46%) | 426.44 (33.42%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1184.086 | 923.186 (77.97%) | 506.262 (42.76%) | 419.243 (35.41%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1289.502 | 1267.555 (98.3%) | 495.332 (38.41%) | 461.859 (35.82%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1187.719 | 1108.73 (93.35%) | 510.052 (42.94%) | 506.639 (42.66%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1237.734 | 1435.162 (115.95%) | 509.405 (41.16%) | 508.993 (41.12%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1498.304 | 1181.318 (78.84%) | 493.889 (32.96%) | 482.799 (32.22%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1360.456 | 1725.838 (126.86%) | 494.252 (36.33%) | 467.035 (34.33%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 877.338 | 741.597 (84.53%) | 362.676 (41.34%) | 346.236 (39.46%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1081.778 | 741.707 (68.56%) | 404.484 (37.39%) | 375.704 (34.73%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1093.084 | 1147.901 (105.01%) | 388.002 (35.5%) | 363.786 (33.28%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1052.952 | 812.372 (77.15%) | 403.785 (38.35%) | 401.184 (38.1%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1089.433 | 1045.039 (95.93%) | 420.843 (38.63%) | 395.316 (36.29%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1197.244 | 960.132 (80.2%) | 435.97 (36.41%) | 353.493 (29.53%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1151.483 | 1377.415 (119.62%) | 435.793 (37.85%) | 416.141 (36.14%) |
| OrangePi5 | jdk1.8.0_361 | 654.595 | 560.878 (85.68%) | 274.647 (41.96%) | 219.88 (33.59%) |
| OrangePi5 | jdk-11.0.18 | 676.719 | 577.243 (85.3%) | 263.619 (38.96%) | 227.293 (33.59%) |
| OrangePi5 | jdk-17.0.6 | 695.143 | 809.552 (116.46%) | 284.603 (40.94%) | 224.739 (32.33%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 665.015 | 567.59 (85.35%) | 277.226 (41.69%) | 222.99 (33.53%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 674.736 | 585.042 (86.71%) | 266.435 (39.49%) | 227.834 (33.77%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 695.457 | 806.739 (116%) | 281.711 (40.51%) | 219.122 (31.51%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 632.079 | 552.149 (87.35%) | 258.34 (40.87%) | 239.426 (37.88%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 690.514 | 715.484 (103.62%) | 279.878 (40.53%) | 229.838 (33.29%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 776.001 | 592.693 (76.38%) | 266.69 (34.37%) | 224.473 (28.93%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 774.152 | 920.545 (118.91%) | 294.38 (38.03%) | 243.223 (31.42%) |
| AppleM1Pro | zulu-8.jdk | 1800.005 | 1523.559 (84.64%) | 746.68 (41.48%) | 656.16 (36.45%) |
| AppleM1Pro | zulu-11.jdk | 1876.148 | 1402.328 (74.75%) | 728.383 (38.82%) | 734.055 (39.13%) |
| AppleM1Pro | zulu-17.jdk | 1943.998 | 2099.912 (108.02%) | 659.946 (33.95%) | 708.294 (36.43%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 1278.928 | 1174.487 (91.83%) | 574.269 (44.9%) | 767.595 (60.02%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 1394.572 | 1318.848 (94.57%) | 578.733 (41.5%) | 666.812 (47.81%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 1337.91 | 1861.872 (139.16%) | 731.325 (54.66%) | 718.436 (53.7%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 1733.339 | 1797.118 (103.68%) | 757.474 (43.7%) | 726.256 (41.9%) |
这个场景是将格式化过的JSON格式字符串反序列化为Java对象，这个场景fastjson1的parse算法不擅长的。这个场景fastjson2表现仍然非常好，性能是jackson/gson两倍以上。 这个场景在ecs.c7.xlarge-jdk1.8.0_361环境下，fastjson1的性能是fastjson2的27.83%，jackson的性能是fastjson2的50.51%，gson是fastjson2的42.48%%.
这个场景在fastjson中的代码如下：
// 这里输入的是格式化过后的json字符串
String str = "{\n" +
"\t\"id\":123\n" +
"}";
Bean bean = JSON.parseJSONObject(str, Bean.class);性能排序分别如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > jackson > gson > fastjson1
jdk8 100% 50.51% 42.48% 27.83%
jdk11 100% 51.71% 43.55% 27.66%
jdk17 100% 49.73% 47.17% 32.64%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 950.492 | 264.502 (27.83%) | 480.051 (50.51%) | 403.787 (42.48%) |
| ecs.c7.xlarge | jdk-11.0.18 | 882.294 | 244.005 (27.66%) | 456.278 (51.71%) | 384.278 (43.55%) |
| ecs.c7.xlarge | jdk-17.0.6 | 916.203 | 299.046 (32.64%) | 455.607 (49.73%) | 432.176 (47.17%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 860.291 | 307.326 (35.72%) | 458.983 (53.35%) | 451.798 (52.52%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 925.208 | 383.939 (41.5%) | 486.794 (52.61%) | 432.933 (46.79%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 984.215 | 319.552 (32.47%) | 440.014 (44.71%) | 446.381 (45.35%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 986.227 | 400.241 (40.58%) | 430.902 (43.69%) | 432.537 (43.86%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 692.936 | 213.283 (30.78%) | 334.575 (48.28%) | 320.859 (46.3%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 775.711 | 240.271 (30.97%) | 376.576 (48.55%) | 348.568 (44.94%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 800.644 | 261.491 (32.66%) | 358.895 (44.83%) | 335.13 (41.86%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 765.851 | 227.564 (29.71%) | 362.652 (47.35%) | 365.554 (47.73%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 773.397 | 293.269 (37.92%) | 389.924 (50.42%) | 355.595 (45.98%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 839.161 | 269.392 (32.1%) | 350.737 (41.8%) | 332.823 (39.66%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 843.844 | 336.42 (39.87%) | 397.203 (47.07%) | 389.916 (46.21%) |
| OrangePi5 | jdk1.8.0_361 | 526.29 | 157.851 (29.99%) | 244.421 (46.44%) | 202.658 (38.51%) |
| OrangePi5 | jdk-11.0.18 | 516.37 | 162.004 (31.37%) | 250.162 (48.45%) | 205.997 (39.89%) |
| OrangePi5 | jdk-17.0.6 | 519.434 | 186.118 (35.83%) | 255.614 (49.21%) | 210.992 (40.62%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 533.864 | 158.643 (29.72%) | 249.753 (46.78%) | 206.878 (38.75%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 518.258 | 162.592 (31.37%) | 249.892 (48.22%) | 212.44 (40.99%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 516.241 | 184.0 (35.64%) | 261.052 (50.57%) | 212.039 (41.07%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 494.209 | 156.47 (31.66%) | 235.566 (47.67%) | 201.378 (40.75%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 525.441 | 192.104 (36.56%) | 256.53 (48.82%) | 210.713 (40.1%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 590.046 | 178.705 (30.29%) | 260.788 (44.2%) | 207.462 (35.16%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 593.73 | 222.694 (37.51%) | 265.651 (44.74%) | 222.444 (37.47%) |
| AppleM1Pro | zulu-8.jdk | 1504.423 | 437.956 (29.11%) | 686.434 (45.63%) | 619.225 (41.16%) |
| AppleM1Pro | zulu-11.jdk | 1603.484 | 330.791 (20.63%) | 685.482 (42.75%) | 652.634 (40.7%) |
| AppleM1Pro | zulu-17.jdk | 1626.052 | 406.564 (25%) | 612.241 (37.65%) | 703.953 (43.29%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 1069.261 | 329.727 (30.84%) | 500.257 (46.79%) | 654.819 (61.24%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 1220.871 | 368.599 (30.19%) | 554.677 (45.43%) | 646.939 (52.99%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 1130.159 | 406.58 (35.98%) | 642.377 (56.84%) | 641.67 (56.78%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 1429.477 | 479.625 (33.55%) | 675.86 (47.28%) | 773.832 (54.13%) |
这个场景是将JSON格式字符串反序列化为JSONObject，这也是一个最常见的场景之一，这个场景在fastjson中的代码如下：
String str = "...";
JSONObject jsonObject = JSON.parseJSONObject(str);fastjson2在这个场景也表现了远超fastjson1/jackson/gson的性能。 在不同的环境中，fastjson1和jackson都只能相当于fastjson2性能的40%~60%，gson则更差一些。
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > fastjson1 > jackson > gson
jdk8 100% 53.74% 58.62% 35.10%
jdk11 100% 46.49% 56.86% 37.41%
jdk17 100% 53.27% 50.06% 31.39%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 937.001 | 503.555 (53.74%) | 549.272 (58.62%) | 328.918 (35.1%) |
| ecs.c7.xlarge | jdk-11.0.18 | 828.292 | 385.063 (46.49%) | 470.965 (56.86%) | 310.019 (37.43%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1051.942 | 560.349 (53.27%) | 526.592 (50.06%) | 330.198 (31.39%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 907.201 | 500.731 (55.2%) | 527.568 (58.15%) | 432.917 (47.72%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1008.033 | 663.72 (65.84%) | 514.445 (51.03%) | 443.003 (43.95%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1010.722 | 599.252 (59.29%) | 555.966 (55.01%) | 402.95 (39.87%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1093.144 | 689.876 (63.11%) | 550.792 (50.39%) | 411.828 (37.67%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 541.912 | 311.489 (57.48%) | 285.566 (52.7%) | 260.213 (48.02%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 784.292 | 358.608 (45.72%) | 356.512 (45.46%) | 253.098 (32.27%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 788.952 | 410.028 (51.97%) | 388.191 (49.2%) | 307.036 (38.92%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 753.186 | 408.072 (54.18%) | 434.595 (57.7%) | 389.662 (51.74%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 779.154 | 522.35 (67.04%) | 464.977 (59.68%) | 392.152 (50.33%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 850.952 | 487.95 (57.34%) | 395.934 (46.53%) | 336.719 (39.57%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 886.776 | 583.074 (65.75%) | 477.923 (53.89%) | 375.97 (42.4%) |
| OrangePi5 | jdk1.8.0_361 | 429.501 | 220.208 (51.27%) | 238.991 (55.64%) | 174.63 (40.66%) |
| OrangePi5 | jdk-11.0.18 | 477.027 | 239.215 (50.15%) | 250.949 (52.61%) | 184.971 (38.78%) |
| OrangePi5 | jdk-17.0.6 | 486.906 | 286.966 (58.94%) | 263.94 (54.21%) | 180.124 (36.99%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 444.139 | 216.911 (48.84%) | 242.465 (54.59%) | 181.385 (40.84%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 482.102 | 245.358 (50.89%) | 251.589 (52.19%) | 188.718 (39.14%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 480.617 | 276.605 (57.55%) | 265.28 (55.2%) | 178.217 (37.08%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 464.549 | 260.688 (56.12%) | 287.791 (61.95%) | 204.224 (43.96%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 463.534 | 335.267 (72.33%) | 298.068 (64.3%) | 202.707 (43.73%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 530.376 | 326.643 (61.59%) | 286.0 (53.92%) | 201.99 (38.08%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 544.288 | 383.122 (70.39%) | 300.762 (55.26%) | 201.14 (36.95%) |
| AppleM1Pro | zulu-8.jdk | 1383.601 | 682.974 (49.36%) | 745.159 (53.86%) | 543.104 (39.25%) |
| AppleM1Pro | zulu-11.jdk | 1249.748 | 518.881 (41.52%) | 711.815 (56.96%) | 571.768 (45.75%) |
| AppleM1Pro | zulu-17.jdk | 1500.9 | 773.547 (51.54%) | 778.36 (51.86%) | 551.099 (36.72%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 1329.152 | 704.437 (53%) | 769.372 (57.88%) | 627.962 (47.25%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 1306.475 | 845.879 (64.75%) | 817.492 (62.57%) | 604.223 (46.25%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 1605.859 | 1033.659 (64.37%) | 876.563 (54.59%) | 625.542 (38.95%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 1615.447 | 1152.589 (71.35%) | 893.775 (55.33%) | 621.6 (38.48%) |
这个是将UTF8格式的byte数组反序列化为Java对象，这个场景在缓存和RPC场景中常用。
这个场景在fastjson中的代码如下：
byte[] utf8Bytes = ...;
Bean bean = JSON.parseJSONObject(utf8Bytes, Bean.class);这个场景fastjson2同样表现出了卓越的性能；在JDK8下，fastjson1和jackson的性能分别之后fastjson2的70.64%和55.14%; gson不直接支持输入utf8Bytes，需要先构造字符串，性能只有fastjson2的28.89%。
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > fastjson1 > jackson > gson
jdk8 100% 70.64% 55.14% 28.89%
jdk11 100% 61.82% 43.93% 25.77%
jdk17 100% 72.54% 42.07% 24.12%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | dsljson | fastjson1 | jackson | gson |
|---|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1096.18 | 906.579 (82.7%) | 774.381 (70.64%) | 604.382 (55.14%) | 316.737 (28.89%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1210.481 | 869.425 (71.82%) | 748.264 (61.82%) | 531.783 (43.93%) | 311.924 (25.77%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1321.512 | 828.617 (62.7%) | 958.636 (72.54%) | 555.918 (42.07%) | 318.736 (24.12%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1108.37 | 908.666 (81.98%) | 789.996 (71.28%) | 561.613 (50.67%) | 406.713 (36.69%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1212.54 | 587.961 (48.49%) | 942.844 (77.76%) | 595.836 (49.14%) | 410.623 (33.86%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1390.966 | 954.264 (68.6%) | 849.153 (61.05%) | 527.476 (37.92%) | 405.754 (29.17%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1360.851 | 886.295 (65.13%) | 1112.657 (81.76%) | 560.24 (41.17%) | 423.122 (31.09%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 793.331 | 582.611 (73.44%) | 665.914 (83.94%) | 405.807 (51.15%) | 234.937 (29.61%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1086.999 | 658.185 (60.55%) | 598.385 (55.05%) | 456.233 (41.97%) | 296.384 (27.27%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1110.109 | 575.938 (51.88%) | 670.278 (60.38%) | 461.75 (41.6%) | 298.194 (26.86%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 857.433 | 655.337 (76.43%) | 548.097 (63.92%) | 417.743 (48.72%) | 304.206 (35.48%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 893.457 | 315.774 (35.34%) | 744.984 (83.38%) | 465.428 (52.09%) | 350.877 (39.27%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1037.866 | 716.506 (69.04%) | 474.25 (45.69%) | 415.033 (39.99%) | 346.433 (33.38%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1025.837 | 585.251 (57.05%) | 864.922 (84.31%) | 443.048 (43.19%) | 361.208 (35.21%) |
| OrangePi5 | jdk1.8.0_361 | 558.42 | 431.222 (77.22%) | 403.504 (72.26%) | 319.153 (57.15%) | 150.852 (27.01%) |
| OrangePi5 | jdk-11.0.18 | 688.989 | 442.887 (64.28%) | 454.815 (66.01%) | 305.389 (44.32%) | 177.047 (25.7%) |
| OrangePi5 | jdk-17.0.6 | 705.224 | 432.798 (61.37%) | 590.042 (83.67%) | 315.579 (44.75%) | 168.232 (23.86%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 545.892 | 467.42 (85.62%) | 410.986 (75.29%) | 327.339 (59.96%) | 156.605 (28.69%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 683.102 | 432.304 (63.29%) | 458.947 (67.19%) | 308.228 (45.12%) | 174.696 (25.57%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 694.599 | 433.148 (62.36%) | 583.093 (83.95%) | 308.434 (44.4%) | 168.247 (24.22%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 502.684 | 424.983 (84.54%) | 388.579 (77.3%) | 283.009 (56.3%) | 176.509 (35.11%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 539.197 | 304.26 (56.43%) | 477.918 (88.64%) | 296.896 (55.06%) | 177.988 (33.01%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 704.301 | 464.165 (65.9%) | 401.703 (57.04%) | 282.421 (40.1%) | 186.554 (26.49%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 695.452 | 450.626 (64.8%) | 518.567 (74.57%) | 298.25 (42.89%) | 187.919 (27.02%) |
| AppleM1Pro | zulu-8.jdk | 1359.371 | 1033.84 (76.05%) | 1467.446 (107.95%) | 1001.071 (73.64%) | 592.32 (43.57%) |
| AppleM1Pro | zulu-11.jdk | 1683.926 | 662.507 (39.34%) | 1288.777 (76.53%) | 860.343 (51.09%) | 563.696 (33.48%) |
| AppleM1Pro | zulu-17.jdk | 1725.803 | 684.458 (39.66%) | 1690.625 (97.96%) | 772.636 (44.77%) | 560.202 (32.46%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 900.795 | 678.463 (75.32%) | 840.785 (93.34%) | 712.219 (79.07%) | 531.893 (59.05%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 822.471 | 470.923 (57.26%) | 1064.558 (129.43%) | 739.915 (89.96%) | 543.342 (66.06%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 1216.992 | 767.458 (63.06%) | 1145.801 (94.15%) | 812.695 (66.78%) | 601.589 (49.43%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 1275.869 | 691.136 (54.17%) | 1446.879 (113.4%) | 781.229 (61.23%) | 587.987 (46.09%) |
这个是Java对象序列化成字符串， 这个是序列化最常用的场景之一。这个场景在fastjson中的代码如下：
Bean bean = ...;
String str = JSON.toJSONString(bean);在这个最常用的序列化场景，fastjson2表现出远超fastjson1/jackson/gson的性能；这个场景gson表现很差，只有fastjson2的20~30%。
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > jackson > fastjson1 > gson
jdk8 100% 69.80% 43.32% 30.74%
jdk11 100% 62.51% 39.23% 24.60%
jdk17 100% 62.10% 37.16% 14.65%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1425.406 | 617.465 (43.32%) | 994.869 (69.8%) | 438.237 (30.74%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1493.577 | 585.857 (39.23%) | 933.701 (62.51%) | 367.352 (24.6%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1665.65 | 618.883 (37.16%) | 1034.405 (62.1%) | 243.952 (14.65%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1606.809 | 747.114 (46.5%) | 939.963 (58.5%) | 382.962 (23.83%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1808.327 | 822.504 (45.48%) | 993.322 (54.93%) | 243.883 (13.49%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1869.074 | 765.314 (40.95%) | 964.817 (51.62%) | 348.469 (18.64%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1862.843 | 778.555 (41.79%) | 1014.458 (54.46%) | 245.77 (13.19%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 1228.957 | 527.376 (42.91%) | 638.52 (51.96%) | 367.988 (29.94%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1313.549 | 498.395 (37.94%) | 508.149 (38.69%) | 319.698 (24.34%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1299.443 | 500.116 (38.49%) | 735.252 (56.58%) | 225.756 (17.37%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1359.618 | 595.57 (43.8%) | 738.149 (54.29%) | 325.288 (23.92%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1452.891 | 682.347 (46.96%) | 733.532 (50.49%) | 202.412 (13.93%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1558.98 | 563.327 (36.13%) | 780.298 (50.05%) | 291.926 (18.73%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1589.79 | 637.783 (40.12%) | 839.328 (52.79%) | 194.536 (12.24%) |
| OrangePi5 | jdk1.8.0_361 | 697.023 | 283.573 (40.68%) | 388.961 (55.8%) | 200.77 (28.8%) |
| OrangePi5 | jdk-11.0.18 | 854.896 | 332.814 (38.93%) | 423.161 (49.5%) | 208.743 (24.42%) |
| OrangePi5 | jdk-17.0.6 | 845.826 | 340.099 (40.21%) | 460.896 (54.49%) | 169.121 (19.99%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 700.6 | 309.593 (44.19%) | 397.103 (56.68%) | 209.554 (29.91%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 834.15 | 297.573 (35.67%) | 411.863 (49.38%) | 209.395 (25.1%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 836.831 | 325.713 (38.92%) | 453.249 (54.16%) | 165.031 (19.72%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 902.48 | 345.487 (38.28%) | 422.514 (46.82%) | 190.203 (21.08%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 976.7 | 388.328 (39.76%) | 450.476 (46.12%) | 152.852 (15.65%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 1036.237 | 409.167 (39.49%) | 496.696 (47.93%) | 213.704 (20.62%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 1022.405 | 416.465 (40.73%) | 512.964 (50.17%) | 164.976 (16.14%) |
| AppleM1Pro | zulu-8.jdk | 2920.647 | 1231.183 (42.15%) | 1725.935 (59.09%) | 755.44 (25.87%) |
| AppleM1Pro | zulu-11.jdk | 2905.056 | 873.541 (30.07%) | 1667.165 (57.39%) | 660.575 (22.74%) |
| AppleM1Pro | zulu-17.jdk | 2903.157 | 1165.985 (40.16%) | 1701.044 (58.59%) | 563.059 (19.39%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 2850.243 | 1027.243 (36.04%) | 1542.75 (54.13%) | 618.574 (21.7%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 2940.466 | 1107.522 (37.66%) | 1582.944 (53.83%) | 425.238 (14.46%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 3378.575 | 1442.432 (42.69%) | 1818.591 (53.83%) | 720.659 (21.33%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 3377.665 | 1402.821 (41.53%) | 1842.14 (54.54%) | 436.091 (12.91%) |
这个是Java对象序列化成UTF格式的byte数组， 这个是最常用的场景之一，在缓存和RPC场景常用。gson不直接支持，需要先序列化为String再转换为UTF8格式的byte数组。
这个场景在fastjson中的代码如下：
Bean bean = ...;
byte[] utf8Bytes = JSON.toJSONBytes(bean);在这个最常用的序列化场景，fastjson2表现出远超fastjson1/jackson/gson的性能；这个场景gson表现很差，只有fastjson2的1/5不到，在JDK 17下差距更大。
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > jackson > fastjson1 > gson
jdk8 100% 61.12% 38.71% 25.33%
jdk11 100% 53.84% 33.78% 22.35%
jdk17 100% 51.49% 39.50% 12.57%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是fastjson1/fastjson2的百分数表示。
| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1514.597 | 586.257 (38.71%) | 925.776 (61.12%) | 383.59 (25.33%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1611.243 | 544.291 (33.78%) | 867.523 (53.84%) | 360.092 (22.35%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1933.337 | 570.384 (29.5%) | 995.436 (51.49%) | 242.848 (12.56%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1746.746 | 656.17 (37.57%) | 890.242 (50.97%) | 375.456 (21.49%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 2013.978 | 704.27 (34.97%) | 1027.116 (51%) | 235.18 (11.68%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1905.032 | 662.968 (34.8%) | 1019.631 (53.52%) | 346.769 (18.2%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1968.037 | 757.226 (38.48%) | 1077.563 (54.75%) | 241.234 (12.26%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 1327.63 | 474.679 (35.75%) | 684.044 (51.52%) | 316.015 (23.8%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1443.41 | 479.086 (33.19%) | 659.749 (45.71%) | 323.705 (22.43%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1422.573 | 484.949 (34.09%) | 676.498 (47.55%) | 216.899 (15.25%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1443.326 | 481.925 (33.39%) | 714.137 (49.48%) | 303.389 (21.02%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1459.487 | 438.033 (30.01%) | 621.988 (42.62%) | 197.419 (13.53%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1176.633 | 573.537 (48.74%) | 608.454 (51.71%) | 306.786 (26.07%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1630.648 | 681.073 (41.77%) | 909.14 (55.75%) | 226.497 (13.89%) |
| OrangePi5 | jdk1.8.0_361 | 829.612 | 283.21 (34.14%) | 394.135 (47.51%) | 166.997 (20.13%) |
| OrangePi5 | jdk-11.0.18 | 913.22 | 267.425 (29.28%) | 389.362 (42.64%) | 196.843 (21.55%) |
| OrangePi5 | jdk-17.0.6 | 937.373 | 302.058 (32.22%) | 427.692 (45.63%) | 159.198 (16.98%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 826.952 | 281.028 (33.98%) | 408.753 (49.43%) | 166.595 (20.15%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 899.63 | 274.218 (30.48%) | 380.068 (42.25%) | 192.954 (21.45%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 909.607 | 294.593 (32.39%) | 410.103 (45.09%) | 162.192 (17.83%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 957.745 | 280.481 (29.29%) | 394.493 (41.19%) | 169.404 (17.69%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 916.122 | 285.561 (31.17%) | 442.525 (48.3%) | 137.72 (15.03%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 1075.593 | 313.015 (29.1%) | 502.284 (46.7%) | 204.853 (19.05%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 1096.023 | 415.298 (37.89%) | 551.924 (50.36%) | 156.955 (14.32%) |
| AppleM1Pro | zulu-8.jdk | 2867.095 | 1073.02 (37.43%) | 1580.438 (55.12%) | 664.498 (23.18%) |
| AppleM1Pro | zulu-11.jdk | 3137.584 | 1050.521 (33.48%) | 1400.792 (44.65%) | 656.054 (20.91%) |
| AppleM1Pro | zulu-17.jdk | 3119.823 | 1053.009 (33.75%) | 1532.711 (49.13%) | 558.694 (17.91%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 3013.692 | 794.869 (26.38%) | 1408.752 (46.75%) | 519.76 (17.25%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 3099.143 | 832.224 (26.85%) | 1633.592 (52.71%) | 383.137 (12.36%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 3548.491 | 1003.143 (28.27%) | 1861.546 (52.46%) | 651.919 (18.37%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 3547.541 | 1249.904 (35.23%) | 1955.23 (55.12%) | 424.858 (11.98%) |
这个场景是JSONObject序列化成字符串， 这个是序列化最常用的场景之一。这个场景在fastjson中的代码如下：
JSONObject jsonObject = ...;
String str = jsonObject.toJSONString();在这个最常用的序列化场景，fastjson2表现出远超fastjson1/jackson/gson的性能；这个场景gson表现很差，只有fastjson2的1/3
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2 > jackson > fastjson1 > gson
jdk8 100% 78.39% 69.10% 39.00%
jdk11 100% 76.60% 62.46% 30.83%
jdk17 100% 72.75% 67.30% 20.93%| aliyun ecs spec | jdk version | fastjson2 | fastjson1 | jackson | gson |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1210.47 | 836.378 (69.1%) | 948.87 (78.39%) | 472.093 (39%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1245.471 | 777.902 (62.46%) | 953.973 (76.6%) | 384.021 (30.83%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1183.837 | 796.732 (67.3%) | 861.244 (72.75%) | 247.782 (20.93%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1453.595 | 769.232 (52.92%) | 1012.782 (69.67%) | 428.776 (29.5%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1426.993 | 850.943 (59.63%) | 993.654 (69.63%) | 247.528 (17.35%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1410.312 | 821.212 (58.23%) | 929.05 (65.88%) | 380.692 (26.99%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1468.635 | 923.037 (62.85%) | 955.151 (65.04%) | 248.857 (16.94%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 923.546 | 578.77 (62.67%) | 686.736 (74.36%) | 406.305 (43.99%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1077.641 | 565.756 (52.5%) | 719.522 (66.77%) | 353.722 (32.82%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1063.744 | 629.448 (59.17%) | 668.78 (62.87%) | 204.293 (19.21%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1288.057 | 399.494 (31.02%) | 765.545 (59.43%) | 351.411 (27.28%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1322.254 | 590.783 (44.68%) | 780.373 (59.02%) | 214.569 (16.23%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1230.258 | 596.169 (48.46%) | 831.389 (67.58%) | 271.493 (22.07%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1234.846 | 557.317 (45.13%) | 797.71 (64.6%) | 237.216 (19.21%) |
| OrangePi5 | jdk1.8.0_361 | 489.998 | 327.315 (66.8%) | 398.634 (81.35%) | 228.081 (46.55%) |
| OrangePi5 | jdk-11.0.18 | 605.653 | 366.04 (60.44%) | 449.373 (74.2%) | 219.655 (36.27%) |
| OrangePi5 | jdk-17.0.6 | 603.249 | 371.986 (61.66%) | 411.374 (68.19%) | 169.894 (28.16%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 486.045 | 334.141 (68.75%) | 392.898 (80.84%) | 222.099 (45.7%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 606.39 | 357.93 (59.03%) | 445.661 (73.49%) | 219.91 (36.27%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 596.849 | 378.95 (63.49%) | 409.102 (68.54%) | 165.595 (27.74%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 692.056 | 249.597 (36.07%) | 462.169 (66.78%) | 190.225 (27.49%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 701.439 | 400.559 (57.11%) | 471.477 (67.22%) | 161.006 (22.95%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 719.49 | 398.441 (55.38%) | 511.884 (71.15%) | 252.031 (35.03%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 723.293 | 406.072 (56.14%) | 516.136 (71.36%) | 181.882 (25.15%) |
| AppleM1Pro | zulu-8.jdk | 1880.707 | 1284.724 (68.31%) | 1582.641 (84.15%) | 836.171 (44.46%) |
| AppleM1Pro | zulu-11.jdk | 1948.896 | 1205.387 (61.85%) | 1538.286 (78.93%) | 698.374 (35.83%) |
| AppleM1Pro | zulu-17.jdk | 1922.846 | 1270.139 (66.06%) | 1428.381 (74.28%) | 567.825 (29.53%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 2128.637 | 415.942 (19.54%) | 1421.899 (66.8%) | 600.107 (28.19%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 2174.637 | 515.559 (23.71%) | 1436.395 (66.05%) | 434.806 (19.99%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 2308.892 | 1011.721 (43.82%) | 1553.488 (67.28%) | 804.692 (34.85%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 2296.148 | 1100.832 (47.94%) | 1575.639 (68.62%) | 442.203 (19.26%) |
这个场景是将JavaBean序列化成二进制格式并且带类型信息， 这个是代替Java/Hessian序列化的场景，代码如下：
JSONB.toBytes(
mc,
JSONWriter.Feature.WriteClassName,
JSONWriter.Feature.IgnoreNoneSerializable,
JSONWriter.Feature.FieldBased,
JSONWriter.Feature.ReferenceDetection,
JSONWriter.Feature.WriteNulls,
JSONWriter.Feature.NotWriteDefaultValue,
JSONWriter.Feature.NotWriteHashMapArrayListClassName,
JSONWriter.Feature.WriteNameAsSymbol
)这个场景下，fastjson_jsonb的性能是hessian的4~5倍
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2_jsonb > fastjson2UTF8Bytes > hessian > javaSerialize
jdk8 100% 114.53% 26.16% 18.38%
jdk11 100% 107.65% 23.20% 15.11%
jdk17 100% 107.24% 18.81% 13.12%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是hessian/fastjson2_jsonb的百分数表示。
| aliyun ecs spec | jdk version | fastjson2JSONB | fastjson2UTF8Bytes | hessian | javaSerialize |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1291.535 | 1479.158 (114.53%) | 337.889 (26.16%) | 237.405 (18.38%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1428.065 | 1537.336 (107.65%) | 331.241 (23.2%) | 215.735 (15.11%) |
| ecs.c7.xlarge | jdk-17.0.6 | 1693.082 | 1815.614 (107.24%) | 318.398 (18.81%) | 222.138 (13.12%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1396.239 | 1751.419 (125.44%) | 394.779 (28.27%) | 220.306 (15.78%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 1595.988 | 1937.926 (121.42%) | 403.981 (25.31%) | 230.418 (14.44%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 1835.485 | 1869.377 (101.85%) | 477.947 (26.04%) | 241.992 (13.18%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 1888.25 | 1935.391 (102.5%) | 484.813 (25.68%) | 239.056 (12.66%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 1104.415 | 1271.763 (115.15%) | 342.973 (31.05%) | 206.399 (18.69%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1333.008 | 1340.094 (100.53%) | 341.067 (25.59%) | 221.196 (16.59%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1345.119 | 1338.188 (99.48%) | 334.523 (24.87%) | 200.052 (14.87%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1438.112 | 1421.519 (98.85%) | 327.771 (22.79%) | 196.688 (13.68%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1462.628 | 1238.75 (84.69%) | 343.872 (23.51%) | 188.163 (12.86%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 1595.686 | 1586.706 (99.44%) | 376.571 (23.6%) | 225.757 (14.15%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1620.882 | 1407.184 (86.82%) | 388.458 (23.97%) | 220.251 (13.59%) |
| OrangePi5 | jdk1.8.0_361 | 670.145 | 787.483 (117.51%) | 182.971 (27.3%) | 121.381 (18.11%) |
| OrangePi5 | jdk-11.0.18 | 765.039 | 854.113 (111.64%) | 187.995 (24.57%) | 132.902 (17.37%) |
| OrangePi5 | jdk-17.0.6 | 784.785 | 857.41 (109.25%) | 200.916 (25.6%) | 130.687 (16.65%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 695.575 | 783.995 (112.71%) | 186.741 (26.85%) | 121.849 (17.52%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 786.712 | 908.625 (115.5%) | 198.441 (25.22%) | 133.281 (16.94%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 781.496 | 841.561 (107.69%) | 213.961 (27.38%) | 132.455 (16.95%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 785.729 | 911.11 (115.96%) | 115.633 (14.72%) | 113.07 (14.39%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 804.7 | 927.335 (115.24%) | 168.707 (20.97%) | 107.005 (13.3%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 873.84 | 1060.122 (121.32%) | 206.628 (23.65%) | 131.239 (15.02%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 899.851 | 1069.621 (118.87%) | 222.86 (24.77%) | 127.619 (14.18%) |
| AppleM1Pro | zulu-8.jdk | 2486.244 | 2808.383 (112.96%) | 616.722 (24.81%) | 437.507 (17.6%) |
| AppleM1Pro | zulu-11.jdk | 2911.123 | 3046.631 (104.65%) | 678.153 (23.3%) | 434.057 (14.91%) |
| AppleM1Pro | zulu-17.jdk | 2944.208 | 3062.764 (104.03%) | 690.683 (23.46%) | 445.123 (15.12%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 2408.305 | 2933.396 (121.8%) | 424.785 (17.64%) | 379.246 (15.75%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 3046.257 | 2990.2 (98.16%) | 691.908 (22.71%) | 384.065 (12.61%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 3553.814 | 3491.858 (98.26%) | 829.438 (23.34%) | 484.086 (13.62%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 3576.012 | 3498.38 (97.83%) | 836.026 (23.38%) | 477.541 (13.35%) |
这个场景是JavaBean二进制带类型信息反序列化的场景， 这个是代替Java/Hessian反序列化的场景，代码如下：
JSONB.parseObject(
fastjson2JSONBBytes,
Object.class,
JSONReader.Feature.SupportAutoType,
JSONReader.Feature.IgnoreNoneSerializable,
JSONReader.Feature.UseDefaultConstructorAsPossible,
JSONReader.Feature.UseNativeObject,
JSONReader.Feature.FieldBased)这个场景下，fastjson2二进制格式性能是hessian的58倍，是Java序列化的3040倍
性能排序如下：
// ecs.c7.xlarge-oracle-jdk1.8.0_361_x64
fastjson2_jsonb > fastjson2JSONB_autoTypeFilter > hessian > javaSerialize
jdk8 100% 95.97% 20.29% 3.29%
jdk11 100% 85.03% 13.21% 2.61%
jdk17 100% 81.94% 11.95% 2.47%下面是不同CPU不同JDK下的性能比较表格，第1列是阿里云机器规格，第2列是JDK的版本信息，第3列到第6列是不同库的JMH的Throughput数据，越大越好。 第4列到第6列中的百分比是Throughput相比fastjson2的比，比如第三列的百分比是hessian/fastjson2_jsonb的百分数表示。
| aliyun ecs spec | jdk version | fastjson2JSONB | fastjson2JSONB_autoTypeFilter | hessian | javaSerialize |
|---|---|---|---|---|---|
| ecs.c7.xlarge | jdk1.8.0_361 | 1422.034 | 1364.731 (95.97%) | 288.511 (20.29%) | 46.836 (3.29%) |
| ecs.c7.xlarge | jdk-11.0.18 | 1915.518 | 1628.745 (85.03%) | 252.958 (13.21%) | 49.918 (2.61%) |
| ecs.c7.xlarge | jdk-17.0.6 | 2182.57 | 1788.478 (81.94%) | 260.831 (11.95%) | 53.998 (2.47%) |
| ecs.c7.xlarge | graalvm-ce-java11-22.3.1 | 1946.455 | 1819.101 (93.46%) | 244.481 (12.56%) | 48.71 (2.5%) |
| ecs.c7.xlarge | graalvm-ce-java17-22.3.1 | 2163.645 | 1999.622 (92.42%) | 243.163 (11.24%) | 53.245 (2.46%) |
| ecs.c7.xlarge | graalvm-ee-java11-22.3.1 | 2497.174 | 2366.851 (94.78%) | 340.038 (13.62%) | 52.586 (2.11%) |
| ecs.c7.xlarge | graalvm-ee-java17-22.3.1 | 2173.272 | 2126.769 (97.86%) | 406.181 (18.69%) | 56.769 (2.61%) |
| ecs.g8m.xlarge | jdk1.8.0_341_aarch64 | 1197.997 | 1079.51 (90.11%) | 221.253 (18.47%) | 42.356 (3.54%) |
| ecs.g8m.xlarge | jdk-11.0.16_aarch64 | 1603.91 | 1565.631 (97.61%) | 213.897 (13.34%) | 41.488 (2.59%) |
| ecs.g8m.xlarge | jdk-17.0.4_aarch64 | 1668.87 | 1596.504 (95.66%) | 220.028 (13.18%) | 41.345 (2.48%) |
| ecs.g8m.xlarge | graalvm-ce-java11-22.3.1 | 1755.044 | 1595.831 (90.93%) | 178.006 (10.14%) | 40.116 (2.29%) |
| ecs.g8m.xlarge | graalvm-ce-java17-22.3.1 | 1830.315 | 1654.022 (90.37%) | 182.033 (9.95%) | 41.061 (2.24%) |
| ecs.g8m.xlarge | graalvm-ee-java11-22.3.1 | 2019.136 | 1792.204 (88.76%) | 308.212 (15.26%) | 44.665 (2.21%) |
| ecs.g8m.xlarge | graalvm-ee-java17-22.3.1 | 1851.247 | 1782.03 (96.26%) | 344.444 (18.61%) | 41.849 (2.26%) |
| OrangePi5 | jdk1.8.0_361 | 635.463 | 637.63 (100.34%) | 132.544 (20.86%) | 26.736 (4.21%) |
| OrangePi5 | jdk-11.0.18 | 808.881 | 792.967 (98.03%) | 135.712 (16.78%) | 26.256 (3.25%) |
| OrangePi5 | jdk-17.0.6 | 829.524 | 837.154 (100.92%) | 154.807 (18.66%) | 29.375 (3.54%) |
| OrangePi5 | zulu8.68.0.21-ca-jdk8.0.362-linux_aarch64 | 638.954 | 635.161 (99.41%) | 151.588 (23.72%) | 26.268 (4.11%) |
| OrangePi5 | zulu11.62.17-ca-jdk11.0.18-linux_aarch64 | 812.588 | 796.373 (98%) | 138.747 (17.07%) | 26.637 (3.28%) |
| OrangePi5 | zulu17.40.19-ca-jdk17.0.6-linux_aarch64 | 832.33 | 842.515 (101.22%) | 154.06 (18.51%) | 29.019 (3.49%) |
| OrangePi5 | graalvm-ce-java11-22.3.1 | 936.106 | 725.177 (77.47%) | 109.969 (11.75%) | 25.765 (2.75%) |
| OrangePi5 | graalvm-ce-java17-22.3.1 | 1003.736 | 903.315 (90%) | 120.538 (12.01%) | 27.393 (2.73%) |
| OrangePi5 | graalvm-ee-java11-22.3.1 | 1078.773 | 950.072 (88.07%) | 170.881 (15.84%) | 28.532 (2.64%) |
| OrangePi5 | graalvm-ee-java17-22.3.1 | 1246.679 | 1028.082 (82.47%) | 207.444 (16.64%) | 29.796 (2.39%) |
| AppleM1Pro | zulu-8.jdk | 2543.596 | 2400.162 (94.36%) | 382.938 (15.05%) | 58.475 (2.3%) |
| AppleM1Pro | zulu-11.jdk | 3104.45 | 2856.737 (92.02%) | 378.538 (12.19%) | 61.46 (1.98%) |
| AppleM1Pro | zulu-17.jdk | 3204.135 | 2958.608 (92.34%) | 328.21 (10.24%) | 67.91 (2.12%) |
| AppleM1Pro | graalvm-ce-java11-22.3.1 | 3282.771 | 2295.789 (69.93%) | 277.959 (8.47%) | 57.119 (1.74%) |
| AppleM1Pro | graalvm-ce-java17-22.3.1 | 3157.392 | 2938.32 (93.06%) | 277.677 (8.79%) | 63.104 (2%) |
| AppleM1Pro | graalvm-ee-java11-22.3.1 | 3316.959 | 3204.476 (96.61%) | 515.237 (15.53%) | 62.465 (1.88%) |
| AppleM1Pro | graalvm-ee-java17-22.3.1 | 3330.798 | 3331.443 (100.02%) | 671.593 (20.16%) | 69.338 (2.08%) |