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框架性能对比
| Language | Framework | Average | 50th percentile | 90th percentile | Standard deviation | Requests / s | Throughput |
|---|---|---|---|---|---|---|---|
| rust (1.38) | nickel (0.11) | 0.27 ms | 0.23 ms | 0.44 ms | 226.67 | 36908.67 | 4.87 Mb |
| ruby (2.6) | syro (3.1) | 2.65 ms | 0.54 ms | 8.02 ms | 4302.00 | 47663.67 | 1.83 Mb |
| ruby (2.6) | roda (3.25) | 2.78 ms | 0.65 ms | 8.07 ms | 3998.33 | 45522.00 | 2.88 Mb |
| ruby (2.6) | cuba (3.9) | 3.07 ms | 0.60 ms | 9.32 ms | 4912.00 | 41650.00 | 3.26 Mb |
| rust (1.38) | iron (0.6) | 3.19 ms | 3.05 ms | 4.66 ms | 1412.33 | 20548.67 | 1.69 Mb |
| ruby (2.6) | rack-routing (0.0) | 3.83 ms | 0.84 ms | 11.51 ms | 5804.00 | 33300.00 | 1.28 Mb |
| c (11) | agoo-c (0.7) | 4.70 ms | 4.29 ms | 9.44 ms | 3660.00 | 206384.33 | 7.91 Mb |
| ruby (2.6) | camping (2.1) | 4.75 ms | 0.69 ms | 15.78 ms | 8360.33 | 27031.67 | 1.71 Mb |
| python (3.7) | japronto (0.1) | 5.01 ms | 4.57 ms | 9.79 ms | 3724.67 | 192343.67 | 15.26 Mb |
| nim (1.0) | httpbeast (0.2) | 5.16 ms | 4.58 ms | 9.97 ms | 3953.00 | 189643.33 | 17.90 Mb |
| ruby (2.6) | flame (4.18) | 5.57 ms | 0.72 ms | 17.42 ms | 9116.67 | 22957.00 | 0.88 Mb |
| go (1.13) | fasthttp (1.5) | 5.67 ms | 4.90 ms | 8.96 ms | 4502.00 | 168189.67 | 18.00 Mb |
| cpp (11) | evhtp (1.2) | 5.86 ms | 5.27 ms | 9.42 ms | 2731.67 | 160410.33 | 10.32 Mb |
| go (1.13) | fasthttprouter (0.1) | 6.01 ms | 5.16 ms | 9.17 ms | 5865.00 | 162047.00 | 17.30 Mb |
| go (1.13) | atreugo (8.2) | 6.08 ms | 5.14 ms | 9.17 ms | 7324.67 | 161141.33 | 21.49 Mb |
| go (1.13) | gorouter-fasthttp (4.2) | 6.15 ms | 5.32 ms | 9.25 ms | 5847.33 | 157617.67 | 16.78 Mb |
| ruby (2.6) | hanami (1.3) | 6.28 ms | 0.56 ms | 21.91 ms | 11447.33 | 20418.00 | 10.26 Mb |
| crystal (0.31) | router.cr (0.2) | 6.50 ms | 5.70 ms | 10.55 ms | 3187.67 | 148264.00 | 9.24 Mb |
| crystal (0.31) | toro (0.4) | 6.54 ms | 5.72 ms | 10.58 ms | 3209.33 | 147411.00 | 9.19 Mb |
| java (8) | rapidoid (5.5) | 6.59 ms | 5.45 ms | 12.11 ms | 7150.67 | 155095.33 | 18.50 Mb |
| crystal (0.31) | spider-gazelle (2.0) | 6.69 ms | 5.91 ms | 10.77 ms | 3232.33 | 144360.33 | 10.19 Mb |
| crystal (0.31) | raze (0.3) | 6.76 ms | 5.97 ms | 10.86 ms | 3259.67 | 142889.67 | 8.90 Mb |
| c (11) | kore (3.3) | 6.88 ms | 6.01 ms | 12.76 ms | 5664.33 | 159235.33 | 28.69 Mb |
| crystal (0.31) | kemal (0.28) | 7.06 ms | 6.32 ms | 11.02 ms | 3212.67 | 136588.33 | 14.80 Mb |
| javascript (12.11) | sifrr (0.0) | 7.29 ms | 6.14 ms | 15.21 ms | 6279.00 | 138116.33 | 8.06 Mb |
| nim (1.0) | jester (0.4) | 7.39 ms | 6.69 ms | 11.89 ms | 4091.33 | 144448.33 | 19.24 Mb |
| crystal (0.31) | amber (0.3) | 7.63 ms | 7.06 ms | 11.89 ms | 3475.00 | 127020.33 | 15.41 Mb |
| ruby (2.6) | sinatra (2.0) | 7.81 ms | 0.66 ms | 26.34 ms | 13463.33 | 16386.33 | 2.82 Mb |
| crystal (0.31) | orion (1.7) | 8.65 ms | 8.15 ms | 13.59 ms | 4008.67 | 113037.33 | 12.24 Mb |
| java (8) | act (1.8) | 9.30 ms | 7.74 ms | 13.31 ms | 11992.00 | 122485.33 | 14.02 Mb |
| ruby (2.6) | grape (1.2) | 9.37 ms | 0.81 ms | 30.90 ms | 15171.33 | 13757.33 | 0.52 Mb |
| go (1.13) | rte (0.0) | 9.71 ms | 7.64 ms | 15.52 ms | 13366.33 | 108852.33 | 9.67 Mb |
| go (1.13) | gorouter (4.2) | 9.83 ms | 8.03 ms | 16.42 ms | 9273.33 | 105240.00 | 9.28 Mb |
| go (1.13) | chi (4.0) | 10.17 ms | 8.19 ms | 17.71 ms | 8550.67 | 101304.67 | 8.98 Mb |
| rust (1.38) | actix-web (1.0) | 10.24 ms | 9.76 ms | 13.63 ms | 2768.00 | 105907.00 | 10.15 Mb |
| go (1.13) | violetear (7.0) | 10.65 ms | 8.98 ms | 16.19 ms | 10324.00 | 97143.00 | 8.55 Mb |
| go (1.13) | goroute (0.0) | 10.72 ms | 8.42 ms | 18.67 ms | 10911.33 | 97987.33 | 11.40 Mb |
| swift (5.1) | swifter (1.4) | 10.80 ms | 3.98 ms | 21.86 ms | 91564.67 | 6968.67 | 0.59 Mb |
| go (1.13) | echo (4.1) | 10.83 ms | 8.55 ms | 18.85 ms | 10660.67 | 97394.00 | 11.33 Mb |
| go (1.13) | beego (1.12) | 11.02 ms | 8.66 ms | 18.90 ms | 11661.33 | 96024.00 | 8.56 Mb |
| go (1.13) | kami (2.2) | 11.29 ms | 8.56 ms | 17.60 ms | 18265.00 | 98597.33 | 8.68 Mb |
| go (1.13) | webgo (3.0) | 11.67 ms | 9.27 ms | 18.98 ms | 13272.67 | 91828.67 | 8.11 Mb |
| go (1.13) | gin (1.4) | 12.12 ms | 8.60 ms | 19.10 ms | 22670.67 | 96620.00 | 11.24 Mb |
| go (1.13) | gorilla-mux (1.7) | 12.13 ms | 8.79 ms | 20.44 ms | 18718.67 | 93560.00 | 8.28 Mb |
| python (3.7) | falcon (2.0) | 12.43 ms | 10.30 ms | 20.00 ms | 7735.00 | 81051.00 | 12.59 Mb |
| go (1.13) | air (0.13) | 12.89 ms | 9.54 ms | 23.53 ms | 15854.33 | 85193.00 | 11.78 Mb |
| ruby (2.6) | agoo (2.11) | 13.57 ms | 12.68 ms | 19.86 ms | 5718.67 | 72109.33 | 2.76 Mb |
| javascript (12.11) | 0http (1.2) | 13.70 ms | 9.42 ms | 19.04 ms | 30032.00 | 88709.67 | 8.81 Mb |
| php (7.3) | one (1.8) | 13.73 ms | 12.44 ms | 23.59 ms | 8042.00 | 73071.00 | 11.13 Mb |
| go (1.13) | gf (1.9) | 14.73 ms | 10.81 ms | 23.02 ms | 25846.33 | 77948.33 | 8.77 Mb |
| javascript (12.11) | polkadot (1.0) | 15.84 ms | 9.59 ms | 20.08 ms | 42925.33 | 87849.67 | 8.72 Mb |
| csharp (7.3) | aspnetcore (2.2) | 15.92 ms | 9.93 ms | 16.68 ms | 42463.00 | 86560.33 | 9.35 Mb |
| python (3.7) | bottle (0.12) | 16.30 ms | 14.06 ms | 24.83 ms | 8618.33 | 61312.67 | 10.01 Mb |
| ruby (2.6) | plezi (0.16) | 17.77 ms | 16.62 ms | 22.40 ms | 9890.33 | 55707.00 | 7.87 Mb |
| rust (1.38) | gotham (0.4) | 17.86 ms | 17.29 ms | 23.95 ms | 18728.67 | 58936.00 | 7.93 Mb |
| php (7.3) | hyperf (1.0) | 17.97 ms | 14.52 ms | 36.07 ms | 13878.00 | 60210.33 | 8.51 Mb |
| cpp (11) | drogon (1.0) | 18.26 ms | 15.47 ms | 20.83 ms | 30668.00 | 61898.67 | 3.98 Mb |
| php (7.3) | sw-fw-less (preview) | 18.37 ms | 17.23 ms | 28.52 ms | 8695.67 | 53371.00 | 8.13 Mb |
| go (1.13) | mars (1.0) | 18.42 ms | 12.58 ms | 41.96 ms | 17932.33 | 63027.67 | 9.41 Mb |
| python (3.7) | asgineer (0.7) | 19.70 ms | 18.48 ms | 30.44 ms | 8253.33 | 50178.00 | 5.94 Mb |
| javascript (12.11) | foxify (0.1) | 20.30 ms | 12.56 ms | 24.33 ms | 48659.33 | 66347.67 | 9.24 Mb |
| swift (5.1) | perfect (3.1) | 20.31 ms | 19.08 ms | 28.49 ms | 6097.33 | 51940.00 | 3.24 Mb |
| python (3.7) | hug (2.6) | 20.48 ms | 17.57 ms | 31.69 ms | 9992.67 | 48754.33 | 8.01 Mb |
| python (3.7) | blacksheep (0.2) | 21.46 ms | 19.73 ms | 34.35 ms | 10327.00 | 46548.00 | 6.21 Mb |
| python (3.7) | starlette (0.12) | 22.07 ms | 20.57 ms | 33.21 ms | 9007.67 | 44994.67 | 6.43 Mb |
| javascript (12.11) | rayo (1.3) | 22.62 ms | 10.99 ms | 22.32 ms | 72156.67 | 76270.67 | 7.57 Mb |
| javascript (12.11) | restana (3.3) | 23.25 ms | 11.32 ms | 26.19 ms | 69906.00 | 72863.00 | 7.24 Mb |
| php (7.3) | swoft (2.0) | 23.42 ms | 22.58 ms | 30.41 ms | 6379.67 | 41880.33 | 7.30 Mb |
| javascript (12.11) | polka (0.5) | 25.29 ms | 12.36 ms | 26.82 ms | 77831.67 | 67714.00 | 6.72 Mb |
| javascript (12.11) | fastify (2.8) | 25.33 ms | 16.00 ms | 31.31 ms | 56717.67 | 54601.67 | 9.62 Mb |
| kotlin (1.3) | ktor (1.2) | 26.22 ms | 12.76 ms | 31.03 ms | 81205.33 | 69460.67 | 7.18 Mb |
| php (7.3) | imi (1.0) | 26.39 ms | 25.42 ms | 33.54 ms | 6530.33 | 37082.00 | 5.65 Mb |
| javascript (12.11) | muneem (2.4) | 26.54 ms | 11.83 ms | 23.78 ms | 87076.00 | 70312.67 | 6.98 Mb |
| fsharp (7.3) | suave (2.5) | 27.94 ms | 20.07 ms | 44.13 ms | 31761.33 | 28487.00 | 3.83 Mb |
| javascript (12.11) | iotjs-express (0.0) | 29.14 ms | 16.11 ms | 33.42 ms | 75754.00 | 52282.00 | 14.08 Mb |
| javascript (12.11) | express (4.17) | 29.54 ms | 16.68 ms | 33.69 ms | 71598.67 | 49167.67 | 7.98 Mb |
| java (8) | spring-boot (2.1) | 30.59 ms | 15.77 ms | 36.94 ms | 83659.33 | 48895.33 | 2.55 Mb |
| ruby (2.6) | rails (6.0) | 33.05 ms | 2.40 ms | 109.34 ms | 62770.00 | 3874.33 | 1.62 Mb |
| javascript (12.11) | koa (2.11) | 34.33 ms | 15.62 ms | 33.29 ms | 102720.00 | 52232.00 | 7.33 Mb |
| python (3.7) | responder (2.0) | 36.48 ms | 31.57 ms | 63.57 ms | 20048.67 | 27865.00 | 4.03 Mb |
| python (3.7) | fastapi (0.42) | 37.13 ms | 34.14 ms | 58.08 ms | 16582.67 | 26880.33 | 3.85 Mb |
| swift (5.1) | kitura-nio (2.8) | 37.76 ms | 34.20 ms | 52.78 ms | 49350.33 | 30808.33 | 3.80 Mb |
| python (3.7) | clastic (19.9) | 38.56 ms | 33.78 ms | 57.41 ms | 16052.00 | 25498.33 | 4.19 Mb |
| python (3.7) | molten (0.27) | 39.80 ms | 34.41 ms | 62.12 ms | 17394.67 | 25374.33 | 3.13 Mb |
| swift (5.1) | kitura (2.8) | 41.03 ms | 35.43 ms | 60.80 ms | 34559.33 | 24086.67 | 2.97 Mb |
| python (3.7) | flask (1.1) | 41.65 ms | 37.40 ms | 55.98 ms | 22687.00 | 23792.00 | 3.89 Mb |
| python (3.7) | aiohttp (3.6) | 43.90 ms | 41.23 ms | 74.61 ms | 20896.33 | 22864.33 | 3.44 Mb |
| crystal (0.31) | lucky (0.18) | 45.53 ms | 44.02 ms | 53.34 ms | 27654.00 | 21964.00 | 1.79 Mb |
| javascript (12.11) | restify (8.4) | 51.51 ms | 29.12 ms | 61.13 ms | 114858.33 | 30255.00 | 3.52 Mb |
| php (7.3) | basicphp (0.9) | 53.01 ms | 17.93 ms | 108.15 ms | 110249.00 | 44682.33 | 14.75 Mb |
| python (3.7) | bocadillo (0.18) | 53.05 ms | 47.08 ms | 95.42 ms | 30522.33 | 19385.33 | 2.48 Mb |
| python (3.7) | sanic (19.9) | 53.50 ms | 46.27 ms | 98.23 ms | 30798.00 | 19255.67 | 2.28 Mb |
| php (7.3) | slim (4.3) | 54.13 ms | 18.36 ms | 115.14 ms | 113259.67 | 44071.33 | 14.51 Mb |
| php (7.3) | lumen (6.2) | 54.22 ms | 18.35 ms | 116.97 ms | 113648.33 | 43917.67 | 14.47 Mb |
| clojure (1.10) | coast (1.0) | 55.11 ms | 19.24 ms | 22.04 ms | 212267.33 | 46425.00 | 5.54 Mb |
| php (7.3) | zend-expressive (3.2) | 55.38 ms | 18.55 ms | 115.46 ms | 120499.67 | 43571.33 | 14.35 Mb |
| scala (2.12) | http4s (0.18) | 56.66 ms | 17.87 ms | 42.53 ms | 225166.67 | 45154.67 | 5.25 Mb |
| php (7.3) | spiral (2.3) | 56.82 ms | 57.28 ms | 63.87 ms | 8296.00 | 16943.67 | 1.95 Mb |
| php (7.3) | symfony (4.3) | 58.84 ms | 18.10 ms | 111.46 ms | 135337.00 | 43240.00 | 14.25 Mb |
| javascript (12.11) | turbo_polka (2.0) | 59.17 ms | 43.08 ms | 51.63 ms | 110422.67 | 21553.33 | 1.34 Mb |
| php (7.3) | zend-framework (3.1) | 60.80 ms | 18.92 ms | 123.52 ms | 133576.33 | 42105.00 | 13.87 Mb |
| swift (5.1) | vapor (3.3) | 63.41 ms | 25.13 ms | 59.71 ms | 211311.33 | 31386.33 | 3.49 Mb |
| java (8) | micronaut (1.2) | 64.35 ms | 24.33 ms | 98.90 ms | 186090.33 | 22066.33 | 3.09 Mb |
| javascript (12.11) | hapi (18.4) | 70.41 ms | 25.16 ms | 50.69 ms | 217225.67 | 33081.33 | 5.69 Mb |
| crystal (0.31) | athena (0.7) | 71.64 ms | 50.05 ms | 195.20 ms | 90464.67 | 23597.33 | 1.96 Mb |
| javascript (12.11) | moleculer (0.13) | 75.57 ms | 28.60 ms | 61.07 ms | 206514.00 | 28697.33 | 3.28 Mb |
| php (7.3) | laravel (6.4) | 81.26 ms | 22.23 ms | 149.23 ms | 193577.67 | 36388.33 | 12.04 Mb |
| java (8) | javalin (3.5) | 82.22 ms | 12.05 ms | 108.30 ms | 265977.33 | 64244.67 | 7.60 Mb |
| python (3.7) | cherrypy (18.3) | 86.37 ms | 72.49 ms | 76.98 ms | 212017.67 | 1402.67 | 0.22 Mb |
| go (1.13) | gramework (1.6) | 94.46 ms | 97.14 ms | 101.38 ms | 18074.67 | 10167.00 | 1.73 Mb |
| python (3.7) | quart (0.10) | 97.34 ms | 84.39 ms | 163.46 ms | 46698.67 | 10118.00 | 1.34 Mb |
| python (3.7) | tornado (5.1) | 101.84 ms | 99.12 ms | 123.90 ms | 30587.67 | 9398.00 | 1.84 Mb |
| python (3.7) | django (2.2) | 105.73 ms | 93.37 ms | 162.35 ms | 38551.33 | 9191.67 | 1.77 Mb |
| python (3.7) | masonite (2.2) | 135.92 ms | 121.45 ms | 211.70 ms | 53373.33 | 7086.33 | 1.16 Mb |
| crystal (0.31) | onyx (0.5) | 194.12 ms | 193.41 ms | 229.33 ms | 29723.67 | 5059.67 | 0.87 Mb |
| perl (5.3) | dancer2 (2.0) | 218.37 ms | 76.34 ms | 410.69 ms | 490077.67 | 1640.67 | 0.25 Mb |
| scala (2.12) | akkahttp (10.1) | 238.83 ms | 7.74 ms | 169.13 ms | 913264.00 | 66068.67 | 9.47 Mb |
| python (3.7) | cyclone (1.3) | 350.63 ms | 293.28 ms | 410.38 ms | 461340.00 | 2241.67 | 0.38 Mb |
| julia (1.3) | merly (0.2) | 416.71 ms | 130.56 ms | 901.15 ms | 1012070.33 | 3306.00 | 0.26 Mb |
| python (3.7) | klein (19.6) | 518.78 ms | 434.66 ms | 534.62 ms | 555188.33 | 1448.67 | 0.21 Mb |
| python (3.7) | nameko (2.12) | 577.99 ms | 505.82 ms | 559.04 ms | 655869.67 | 1331.67 | 0.19 Mb |
正文完
