the-benchmarker / web-frameworks

Which is the fastest web framework?
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Add Flame (Ruby) #190

Closed kalicki closed 6 years ago

kalicki commented 6 years ago

https://github.com/AlexWayfer/flame

ping to @AlexWayfer

AlexWayfer commented 6 years ago

Thank you. Can I use rc versions of gem?

kalicki commented 6 years ago

Yes, I tested it and it looks good. I think maybe it has to have rc in the README. e.g. https://github.com/tbrand/which_is_the_fastest/blame/master/README.md#L131

AlexWayfer commented 6 years ago

I think maybe it has to have rc in the README.

Why? Or we can wait release (I think I can make it soon).

kalicki commented 6 years ago

Let's wait for feedback from @OvermindDL1 and @waghanza

waghanza commented 6 years ago

Adding new frameworks are good ideas but we SHOULD priorize stabilization.

I'll let this issue open, to add flame later

Thanks anyway for proposal

AlexWayfer commented 6 years ago

but we SHOULD priorize stabilization

Flame 5 RC is very stable and it's using in production almost a half of year. I just want to add new features and automations before release, polish the documentation.

But as you wish.

waghanza commented 6 years ago

@AlexWayfer I mean this project stabilization, not flame 🤗

AlexWayfer commented 6 years ago

@AlexWayfer I mean this project stabilization, not flame hugs

Oh, okay! Sorry.

kalicki commented 6 years ago

@waghanza it does not make sense your thinking ... the basic idea is to test frameworks and their performance. The project is stable and able to scale more and more frameworks.

waghanza commented 6 years ago

@kalicki I mean that we have to stabilize the project, in term of results, before adding frameworks. More, we will open a chat (gitter) to discuss about that

OvermindDL1 commented 6 years ago

I tested #191 with a couple other random servers that I already had built and got this, this does not look right, is flame really this slow?

╰─➤ tools/stats.exs -w 1 -d 3 _ Total Cores: 16 Concurrent Connections: 1000 Threads: 10 Warmup: 1 seconds Duration: 3 seconds

Processing servers:

Processing: bin/server_cpp_evhtp Processing: bin/server_crystal_router_cr Processing: bin/server_go_fasthttprouter Processing: bin/server_ruby_flame Processing: bin/server_ruby_rails Processing: bin/server_rust_iron Processing: bin/server_rust_nickel

Path URL Errors Total Requests Count Total Requests/s Total Requests Throughput Total Throughput/s Req/s Avg Req/s Stdev Req/s Max Req/s +/- Latency Avg Latency Stdev Latency Max Latency +/- 50% 75% 90% 99%
bin/server_cpp_evhtp http://127.0.0.1:3000/ 0 1924946 624847.35 117.49MB 38.14MB 64.06k 15.96k 108.68k 70.67% 2.30ms 5.29ms 216.69ms 93.07% 653.00us 2.84ms 6.26ms 13.74ms
bin/server_cpp_evhtp http://127.0.0.1:3000/user 0 1860113 607361.23 113.53MB 37.07MB 61.90k 15.68k 103.54k 77.33% 2.61ms 7.62ms 217.55ms 96.17% 717.00us 2.96ms 6.74ms 14.91ms
bin/server_cpp_evhtp http://127.0.0.1:3000/user/0 0 1690966 550463.66 151.59MB 49.35MB 56.31k 12.97k 105.39k 81.33% 2.29ms 5.05ms 208.65ms 94.03% 840.00us 2.92ms 5.66ms 12.97ms
bin/server_crystal_router_cr http://127.0.0.1:3000/ 0 208045 68582.04 12.30MB 4.06MB 6.97k 375.88 8.01k 65.33% 14.39ms 3.29ms 31.70ms 74.40% 12.71ms 17.99ms 19.19ms 25.49ms
bin/server_crystal_router_cr http://127.0.0.1:3000/user 0 184275 60973.94 10.90MB 3.61MB 6.17k 641.74 7.34k 77.33% 15.77ms 4.07ms 220.76ms 75.89% 13.45ms 19.68ms 20.93ms 27.22ms
bin/server_crystal_router_cr http://127.0.0.1:3000/user/0 0 187307 61829.82 16.43MB 5.42MB 6.27k 535.55 7.07k 64.67% 15.24ms 3.78ms 221.84ms 84.12% 13.65ms 17.95ms 20.81ms 26.51ms
bin/server_go_fasthttprouter http://127.0.0.1:3000/ 0 1416603 457637.75 125.64MB 40.59MB 47.33k 9.31k 93.27k 78.93% 1.96ms 1.83ms 22.86ms 87.75% 1.30ms 2.36ms 4.19ms 9.18ms
bin/server_go_fasthttprouter http://127.0.0.1:3000/user 0 1317451 430578.24 116.85MB 38.19MB 43.87k 6.59k 75.69k 72.33% 2.10ms 1.97ms 206.20ms 89.95% 1.70ms 2.44ms 4.01ms 8.88ms
bin/server_go_fasthttprouter http://127.0.0.1:3000/user/0 0 1275431 413076.2 199.48MB 64.61MB 42.47k 7.86k 72.81k 74.33% 2.24ms 2.18ms 42.37ms 88.79% 1.60ms 2.66ms 4.66ms 10.87ms
bin/server_ruby_flame http://127.0.0.1:3000/ 0 8875 2917.49 329.35KB 108.27KB 330.02 140.30 1.01k 73.70% 5.40ms 6.44ms 54.79ms 87.55% 3.51ms 7.57ms 13.15ms 30.22ms
bin/server_ruby_flame http://127.0.0.1:3000/user 0 7557 2487.93 280.44KB 92.33KB 316.12 141.93 1.03k 73.75% 6.33ms 8.38ms 89.83ms 86.73% 2.73ms 9.15ms 16.89ms 38.00ms
bin/server_ruby_flame http://127.0.0.1:3000/user/0 0 6388 2079.89 424.20KB 138.12KB 213.69 90.10 525.00 66.33% 7.50ms 8.60ms 104.16ms 87.15% 5.07ms 10.53ms 18.23ms 38.91ms
bin/server_ruby_rails http://127.0.0.1:3000/ 0 1918 631.33 327.78KB 107.89KB 128.33 9.37 141.00 72.00% 7.81ms 1.19ms 30.41ms 90.35% 7.68ms 8.18ms 8.72ms 10.37ms
bin/server_ruby_rails http://127.0.0.1:3000/user 0 1915 630.34 327.27KB 107.72KB 160.13 56.07 277.00 74.17% 7.83ms 1.01ms 23.44ms 82.92% 7.78ms 8.23ms 8.73ms 9.97ms
bin/server_ruby_rails http://127.0.0.1:3000/user/0 0 1608 529.05 466.38KB 153.45KB 107.57 7.96 121.00 82.00% 9.32ms 1.20ms 28.02ms 87.00% 9.28ms 9.70ms 10.23ms 12.05ms
bin/server_rust_iron http://127.0.0.1:3000/ 0 1076468 349690.73 76.99MB 25.01MB 51.46k 31.43k 99.73k 46.67% 261.87us 534.72us 20.50ms 98.06% 198.00us 275.00us 423.00us 1.13ms
bin/server_rust_iron http://127.0.0.1:3000/user 0 1028626 338904.95 73.57MB 24.24MB 49.23k 28.38k 100.38k 61.43% 271.08us 485.81us 33.75ms 97.32% 195.00us 305.00us 441.00us 1.23ms
bin/server_rust_iron http://127.0.0.1:3000/user/0 0 939644 307082.64 117.39MB 38.36MB 39.32k 26.44k 101.47k 58.75% 312.61us 531.03us 52.51ms 95.82% 214.00us 343.00us 552.00us 1.82ms
bin/server_rust_nickel http://127.0.0.1:3000/ 0 985985 322166.47 122.24MB 39.94MB 110.26k 10.01k 144.77k 68.89% 47.67us 23.06us 5.76ms 82.79% 41.00us 52.00us 84.00us 102.00us
bin/server_rust_nickel http://127.0.0.1:3000/user 0 760562 245334.51 94.29MB 30.42MB 123.36k 13.53k 139.37k 70.97% 59.75us 40.45us 11.81ms 99.22% 61.00us 77.00us 85.00us 99.00us
bin/server_rust_nickel http://127.0.0.1:3000/user/0 0 781063 257566.94 122.91MB 40.53MB 130.89k 4.40k 139.48k 63.33% 57.72us 18.08us 1.29ms 60.75% 60.00us 71.00us 79.00us 93.00us

Rankings

Ranking by Average Requests per second:

  1. 594224 req/sec : bin/server_cpp_evhtp
  2. 433764 req/sec : bin/server_go_fasthttprouter
  3. 331892 req/sec : bin/server_rust_iron
  4. 275022 req/sec : bin/server_rust_nickel
  5. 63795 req/sec : bin/server_crystal_router_cr
  6. 2495 req/sec : bin/server_ruby_flame
  7. 596 req/sec : bin/server_ruby_rails
AlexWayfer commented 6 years ago

is flame really this slow?

It's slower than C++, Go, Rust and Crystal, of course. But faster than Rails in 4 times. :grin:

I think comparing with others Ruby frameworks is more relevant.

Reference: https://github.com/luislavena/bench-micro

kalicki commented 6 years ago

I agree with @AlexWayfer. The Ruby-based frameworks will only have a good performance from version 2.6, which uses JIT.

AlexWayfer commented 6 years ago

The Ruby-based frameworks will only have a good performance from version 2.6, which uses JIT.

It's not a fact. :grimacing:

For now, JIT compiler even makes Rails a little slower.

https://medium.com/@k0kubun/the-method-jit-compiler-for-ruby-2-6-388ee0989c13

OvermindDL1 commented 6 years ago

I think comparing with others Ruby frameworks is more relevant.

Not necessarily, because why would someone pick a slow language when a faster and often easier one is available (say elixir compared to ruby, similar syntax, entirely parallel and concurrent, keeps up even with the compiled languages, or crystal if you don't need parallel abilities, or even python, which as a language is around the speed of ruby, but it has libraries that run circles around ruby, any of which will give you far better use of your resources)?

It's slower than C++, Go, Rust and Crystal, of course. But faster than Rails in 4 times. grin

Those were just comparisons used, I was mostly pointing it out to rails, which was amazingly slowly as compared to anything. Just testing it to the ruby and python servers the results are:

╰─➤ tools/stats.exs -w 1 -d 3 python ruby 1 ↵ Total Cores: 16 Concurrent Connections: 1000 Threads: 10 Warmup: 1 seconds Duration: 3 seconds

Processing servers:

Processing: bin/server_python_django Processing: bin/server_python_flask Processing: bin/server_python_flask.py Processing: bin/server_python_japronto Processing: bin/server_python_sanic Processing: bin/server_python_tornado Processing: bin/server_ruby_flame Processing: bin/server_ruby_rack-routing Processing: bin/server_ruby_rails Processing: bin/server_ruby_roda Processing: bin/server_ruby_sinatra

Path URL Errors Total Requests Count Total Requests/s Total Requests Throughput Total Throughput/s Req/s Avg Req/s Stdev Req/s Max Req/s +/- Latency Avg Latency Stdev Latency Max Latency +/- 50% 75% 90% 99%
bin/server_python_django http://127.0.0.1:3000/ 1358 1358 448.75 323.59KB 106.93KB 62.68 57.42 252.00 79.51% 249.31ms 209.32ms 1.66s 80.71% 162.18ms 212.89ms 646.42ms 733.52ms
bin/server_python_django http://127.0.0.1:3000/user 629 629 204.0 149.88KB 48.61KB 68.57 54.18 191.00 55.56% 127.01ms 25.44ms 332.03ms 91.57% 123.70ms 124.79ms 142.29ms 323.19ms
bin/server_python_django http://127.0.0.1:3000/user/0 1741 1741 575.24 414.85KB 137.07KB 72.28 61.77 290.00 73.50% 196.29ms 147.86ms 1.67s 89.20% 167.64ms 169.25ms 348.74ms 647.11ms
bin/server_python_flask http://127.0.0.1:3000/ 1856 1856 610.82 442.25KB 145.55KB 73.24 57.50 240.00 72.87% 183.78ms 128.01ms 1.82s 92.03% 162.00ms 162.63ms 172.43ms 600.20ms
bin/server_python_flask http://127.0.0.1:3000/user 382 382 123.67 91.02KB 29.47KB 62.69 53.95 190.00 81.03% 132.57ms 63.38ms 511.12ms 91.88% 96.04ms 162.48ms 186.98ms 506.16ms
bin/server_python_flask http://127.0.0.1:3000/user/0 1858 1858 613.17 442.73KB 146.11KB 70.16 43.76 212.00 65.12% 188.57ms 144.60ms 1.83s 92.09% 168.84ms 169.41ms 290.13ms 731.76ms
bin/server_python_flask.py http://127.0.0.1:3000/ 0 4952 1634.71 739.92KB 244.25KB 346.09 233.53 757.00 52.52% 75.54ms 132.58ms 1.72s 94.65% 42.04ms 46.62ms 47.00ms 645.31ms
bin/server_python_flask.py http://127.0.0.1:3000/user 0 0 0.0 0.00B 0.00B 0.00 0.00 0.00 -nan% 0.00us 0.00us 0.00us -nan% 0.00us 0.00us 0.00us 0.00us
bin/server_python_flask.py http://127.0.0.1:3000/user/0 0 1249 411.57 223.21KB 73.55KB 231.84 219.12 800.00 70.59% 58.12ms 38.31ms 255.30ms 89.67% 44.64ms 48.87ms 75.21ms 199.01ms
bin/server_python_japronto http://127.0.0.1:3000/ 0 307733 101135.24 23.18MB 7.62MB 10.31k 392.68 11.20k 67.67% 9.56ms 578.41us 25.08ms 65.02% 9.52ms 10.05ms 10.14ms 10.23ms
bin/server_python_japronto http://127.0.0.1:3000/user 0 305022 98617.8 22.98MB 7.43MB 10.22k 0.92k 18.25k 97.00% 9.82ms 0.94ms 26.81ms 97.26% 9.95ms 10.18ms 10.30ms 10.44ms
bin/server_python_japronto http://127.0.0.1:3000/user/0 0 260557 85448.16 27.09MB 8.88MB 9.03k 646.01 15.27k 93.10% 11.11ms 0.99ms 28.77ms 96.94% 11.30ms 11.40ms 11.53ms 12.81ms
bin/server_python_sanic http://127.0.0.1:3000/ 0 525920 170569.66 59.69MB 19.36MB 18.52k 3.82k 48.88k 83.16% 6.73ms 8.16ms 140.57ms 92.93% 4.55ms 7.55ms 13.51ms 44.63ms
bin/server_python_sanic http://127.0.0.1:3000/user 0 474669 153348.02 53.87MB 17.40MB 16.91k 3.33k 53.43k 92.20% 6.00ms 3.36ms 33.10ms 65.86% 5.29ms 7.97ms 10.58ms 15.44ms
bin/server_python_sanic http://127.0.0.1:3000/user/0 0 546407 176344.46 77.64MB 25.06MB 18.85k 4.72k 48.71k 72.76% 5.73ms 4.51ms 56.12ms 84.84% 4.44ms 7.09ms 10.83ms 23.68ms
bin/server_python_tornado http://127.0.0.1:3000/ 0 6410 2105.58 1.19MB 398.91KB 253.50 160.14 710.00 63.89% 145.24ms 88.37ms 603.15ms 61.70% 192.93ms 197.20ms 206.39ms 377.62ms
bin/server_python_tornado http://127.0.0.1:3000/user 0 6319 2055.49 0.87MB 289.05KB 311.86 226.96 1.18k 76.50% 140.34ms 54.36ms 1.02s 71.07% 172.11ms 172.78ms 180.01ms 265.80ms
bin/server_python_tornado http://127.0.0.1:3000/user/0 0 6091 2008.28 1.30MB 439.31KB 245.79 146.39 676.00 65.57% 145.63ms 58.24ms 1.05s 68.48% 175.21ms 176.21ms 190.32ms 285.98ms
bin/server_ruby_flame http://127.0.0.1:3000/ 0 8766 2892.32 325.30KB 107.33KB 325.89 228.25 1.25k 66.30% 5.45ms 7.40ms 76.06ms 87.89% 2.39ms 7.69ms 14.36ms 35.01ms
bin/server_ruby_flame http://127.0.0.1:3000/user 0 7552 2484.94 280.25KB 92.21KB 280.72 113.67 626.00 70.00% 6.35ms 8.38ms 90.48ms 86.86% 2.78ms 9.27ms 17.07ms 38.16ms
bin/server_ruby_flame http://127.0.0.1:3000/user/0 0 6230 2050.59 413.71KB 136.17KB 231.60 84.55 530.00 66.30% 7.68ms 9.00ms 108.30ms 86.45% 4.77ms 11.14ms 19.15ms 39.47ms
bin/server_ruby_rack-routing http://127.0.0.1:3000/ 0 15026 4968.24 557.61KB 184.37KB 558.67 290.85 2.68k 82.22% 3.19ms 4.65ms 59.05ms 87.84% 1.25ms 4.32ms 8.75ms 21.43ms
bin/server_ruby_rack-routing http://127.0.0.1:3000/user 0 12765 4201.85 473.70KB 155.93KB 474.67 215.32 1.38k 69.26% 3.75ms 4.60ms 53.30ms 87.67% 2.38ms 5.35ms 9.26ms 21.80ms
bin/server_ruby_rack-routing http://127.0.0.1:3000/user/0 0 12049 3981.71 800.13KB 264.41KB 448.09 192.98 1.17k 60.74% 3.98ms 4.93ms 45.03ms 86.55% 2.18ms 5.83ms 10.45ms 22.12ms
bin/server_ruby_rails http://127.0.0.1:3000/ 0 1793 590.32 306.42KB 100.89KB 119.95 8.64 131.00 51.33% 8.35ms 1.34ms 32.00ms 93.98% 8.26ms 8.66ms 9.23ms 10.67ms
bin/server_ruby_rails http://127.0.0.1:3000/user 0 1834 606.05 313.43KB 103.57KB 153.34 53.45 260.00 75.00% 8.17ms 0.94ms 22.90ms 89.20% 8.17ms 8.36ms 8.77ms 10.99ms
bin/server_ruby_rails http://127.0.0.1:3000/user/0 0 1648 536.45 477.98KB 155.59KB 110.30 7.13 130.00 59.33% 9.09ms 1.22ms 29.12ms 85.07% 8.98ms 9.55ms 10.15ms 11.64ms
bin/server_ruby_roda http://127.0.0.1:3000/ 0 17792 5801.49 1.07MB 356.93KB 595.66 225.80 1.37k 63.33% 2.69ms 2.90ms 29.83ms 86.72% 1.85ms 3.86ms 6.42ms 13.23ms
bin/server_ruby_roda http://127.0.0.1:3000/user 0 17214 5676.05 1.03MB 349.21KB 640.47 367.90 1.64k 66.67% 2.78ms 3.37ms 52.26ms 88.31% 1.81ms 3.82ms 6.61ms 15.73ms
bin/server_ruby_roda http://127.0.0.1:3000/user/0 0 14883 4892.88 1.32MB 444.37KB 553.40 219.09 1.11k 60.00% 3.22ms 3.05ms 50.26ms 79.20% 2.43ms 4.59ms 7.17ms 13.49ms
bin/server_ruby_sinatra http://127.0.0.1:3000/ 0 6586 2172.74 1.08MB 364.95KB 244.84 146.01 727.00 69.26% 7.28ms 8.74ms 81.27ms 87.70% 4.68ms 10.15ms 17.74ms 41.34ms
bin/server_ruby_sinatra http://127.0.0.1:3000/user 0 6012 1979.59 0.99MB 332.51KB 223.37 120.07 730.00 67.41% 7.97ms 9.05ms 71.70ms 85.93% 5.18ms 11.67ms 19.98ms 40.72ms
bin/server_ruby_sinatra http://127.0.0.1:3000/user/0 0 5736 1873.92 1.10MB 369.66KB 191.85 102.85 505.00 72.33% 8.35ms 9.24ms 102.63ms 86.75% 5.64ms 11.88ms 20.11ms 42.28ms

Rankings

Ranking by Average Requests per second:

  1. 166754 req/sec : bin/server_python_sanic
  2. 95067 req/sec : bin/server_python_japronto
  3. 5456 req/sec : bin/server_ruby_roda
  4. 4383 req/sec : bin/server_ruby_rack-routing
  5. 2475 req/sec : bin/server_ruby_flame
  6. 2056 req/sec : bin/server_python_tornado
  7. 2008 req/sec : bin/server_ruby_sinatra
  8. 682 req/sec : bin/server_python_flask.py
  9. 577 req/sec : bin/server_ruby_rails
  10. 449 req/sec : bin/server_python_flask
  11. 409 req/sec : bin/server_python_django

Overall I'm curious if the ruby servers are parallel or are they single core? They should be made parallel if they are not.

kalicki commented 6 years ago

@OvermindDL1 try Hanamirb.org =) One factor I analyze is memory consumption and CPU usage, thinking about req/sec and performance I consider Sinatra and Hanami as the best (Ruby).

@AlexWayfer Yeah, but right now, there's still something to be done. Has the 3x3 as a future idea https://developers.redhat.com/blog/2018/03/22/ruby-3x3-performance-goal/ https://medium.com/@k0kubun/benchmark-driver-designed-for-ruby-3x3-6a5eeb1d1494

AlexWayfer commented 6 years ago

Not necessarily, because why would someone pick a slow language when a faster and often easier one is available (say elixir compared to ruby, similar syntax, entirely parallel and concurrent, keeps up even with the compiled languages, or crystal if you don't need parallel abilities, or even python, which as a language is around the speed of ruby, but it has libraries that run circles around ruby, any of which will give you far better use of your resources)?

Oh, good. Let's start holy war about programming languages, yeah? Are you sure that you want to discuss this?

Those were just comparisons used, I was mostly pointing it out to rails, which was amazingly slowly as compared to anything.

Let's compare speed of a new car with speed of rockets, because speed of other cars is amazingly slowly as compared to rockets, planes, etc.

Just testing it to the ruby and python servers the results are:

Good, Flame is faster than Rails, Sinatra, Flask, Django — it's my goal.

Overall I'm curious if the ruby servers are parallel or are they single core?

Depends on config. Ruby frameworks in this repo use Puma, which has 1 worker by default.

OvermindDL1 commented 6 years ago

Oh, good. Let's start holy war about programming languages, yeah? Are you sure that you want to discuss this?

Heh, nothing meant by the language, just that this is the whole point of this repo, to show the overhead of the network communication used by a given language_library combination (as that will be the ultimate throttle of how much data you can process, regardless of anything else in the language). :-)

Flask, Django

Actually these are buggy as heck, but they aren't running properly, they are reporting nothing but errors so I think something is wrong with their code but I haven't looked in to it yet to see why... I wouldn't expect them to be fast though as they are designed for little micro-setups (flask for micro-api's, django for micro-module-based sites), rails as a comparison is designed for significantly more. Sinatra I've never used so I don't know about it.

Depends on config. Ruby frameworks in this repo use Puma, which has 1 worker by default.

Ooo, could you fix that to have it use a thread count of num_of_cores or so? That would make them significantly more representative! :-)

Flame is faster than Rails

At this point it doesn't even count I'd say, if ruby is being limited to a single core then it is being artificially reduced in such a way that would not actually be done in 'real-life', once that is fixed then their numbers will be more accurate. :-)

kalicki commented 6 years ago

@AlexWayfer @OvermindDL1 We are leaving outside the focus of the topic, the idea is to analyze the framework and not the language, the framework makes sense to compare with some of the same language, it makes no sense to compare in that sense of conversation, each will meet a certain expectation according to the Problem, the developer will choose what more prefers according to their ideas (community, stability, plugins, performance, etc...)

AlexWayfer commented 6 years ago

Ooo, could you fix that to have it use a thread count of num_of_cores or so?

Yes, I can. Should we set num_of_cores - 1 and leave 1 core for process with requests?

And how many cores do other languages use in this repo?

OvermindDL1 commented 6 years ago

Yes, I can. Should we set num_of_cores - 1 and leave 1 core for process with requests?

I actually did testing in regards to that and it doesn't help. With a multi-core server and a multi-core benchmarker then the server using the core count and the benchmarker using 2/3'rds of the core count got the fastest speeds (I tested full on both, -1 on each one at a time, and a few other variations). I'd say just let it use num_of_cores directly. :-)

And what number of cores other languages are using?

Go, Rust, Nim, and C++ are using num_of_cores on the ones I checked, I'm unsure about the rest.

kalicki: Honestly I have no clue what you were saying in that last message, but my head is full of VOIP phone firmware and SQL right now... ^.^;

AlexWayfer commented 6 years ago

Topic about cores more relevant to #69 than this issue, I guess.

waghanza commented 6 years ago

Fell free to debate about your ideas on gitter => https://gitter.im/which_is_the_fastest/Lobby

AlexWayfer commented 6 years ago

waghanza closed this 4 hours ago

Why?

waghanza commented 6 years ago

@AlexWayer misclicking