[Bloat] Updated Bufferbloat Test

Thu Feb 25 20:06:17 EST 2021

On 2/25/21 12:14 PM, Sebastian Moeller wrote:
> Hi Sina,
>
> let me try to invite Daniel Lakeland (cc'd) into this discussion. He is doing tremendous work in the OpenWrt forum to single handedly help gamers getting the most out of their connections. I think he might have some opinion and data on latency requirements for modern gaming.
> 	@Daniel, this discussion is about a new and really nice speedtest (that I already plugging in the OpenWrt forum, as you probably recall) that has a strong focus on latency under load increases. We are currently discussion what latency increase limits to use to rate a connection for on-line gaming
>
> Now, as a non-gamer, I would assume that gaming has at least similarly strict latency requirements as VoIP, as in most games even a slight delay at the wrong time can direct;y translate into a "game-over". But as I said, I stopped reflex gaming pretty much when I realized how badly I was doing in doom/quake.
>
> Best Regards
> 	Sebastian
>
Thanks Sebastian,

I have used the waveform.com test myself, and found that it didn't do a 
good job of measuring latency in terms of having rather high outlying 
tails, which were not realistic for the actual traffic of interest.

Here's a test. I ran this test while doing a ping flood, with attached 
txt file

https://www.waveform.com/tools/bufferbloat?test-id=e2fb822d-458b-43c6-984a-92694333ae92

Now this is with a QFQ on my desktop, and a custom HFSC shaper on my WAN 
router. This is somewhat more relaxed than I used to run things (I used 
to HFSC shape my desktop too, but now I just reschedule with QFQ). Pings 
get highest priority along with interactive traffic in the QFQ system, 
and they get low-latency but not realtime treatment at the WAN boundary. 
Basically you can see this never went above 44ms ping time, whereas the 
waveform test had outliers up to 228/231 ms

Almost all latency sensitive traffic will be UDP. Specifically the voice 
in VOIP, and the control packets in games, those are all UDP. However it 
seems like the waveform test measures http connection open/close, and 
I'm thinking something about that is causing extreme outliers. From the 
test description:

"We are using HTTP requests instead of WebSockets for our latency and 
speed test. This has both advantages and disadvantages in terms of 
measuring bufferbloat. We hope to improve this test in the future to 
measure latency both via WebSockets, HTTP requests, and WebRTC Data 
Channels."

I think the ideal test would use webRTC connection using UDP.

A lot of the games I've seen packet captures from have a fixed clock 
tick in the vicinity of 60-65Hz with a UDP packet sent every tick. Even 
1 packet lost per second would generally feel not that good to a player, 
and it doesn't even need to be lost, just delayed by a large fraction of 
1/64 = 15.6ms... High performance games will use closer to 120Hz.

So to guarantee good network performance for a game, you really want to 
ensure less than say 10ms of increasing latency at the say 99.5%tile 
(that's 1 packet delayed 67% or more of the between-packet time every 
200 packets or so, or every ~3 seconds at 64Hz)

To measure this would really require WebRTC sending ~ 300 byte packets 
at say 64Hz to a reflector that would send them back, and then compare 
the send time to the receive time.

Rather than picking a strict percentile, I'd recommend trying to give a 
"probability of no noticeable lag in a 1 second interval" or something 
like that.

Supposing your test runs for say 10 seconds, you'll have 640 RTT 
samples. Resampling 64 of them randomly say 100 times and calculate how 
many of these resamples have less than 1/64 = 15ms of increased latency. 
Then express something like 97% chance of lag free each second, or 45% 
chance of lag free each second or whatever.

This is a quite stringent requirement. But you know what? The message 
boards are FLOODED with people unhappy with their gaming performance, so 
I think it's realistic. Honestly to tell a technically minded gamer "Hey 
5% of your packets will be delayed more than 400ms"  they'd say THAT"S 
HORRIBLE not "oh good".

If a gamer can keep their round trip time below 10ms of latency increase 
at the 99.5%tile level they'll probably be feeling good. If they get 
above 20ms of increase for more than 1% of the time, they'll be really 
irritated (this is more or less equivalent to 1% packet drop)

-------------- next part --------------
PING waveform.com (23.227.38.65) 56(84) bytes of data.
64 bytes from myshopify.com (23.227.38.65): icmp_seq=1 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=2 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=3 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=4 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=5 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=6 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=7 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=8 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=9 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=10 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=11 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=12 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=13 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=14 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=15 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=16 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=17 ttl=53 time=17.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=18 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=19 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=20 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=21 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=22 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=23 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=24 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=25 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=26 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=27 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=28 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=29 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=30 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=31 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=32 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=33 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=34 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=35 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=36 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=37 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=38 ttl=53 time=14.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=39 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=40 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=41 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=42 ttl=53 time=19.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=43 ttl=53 time=16.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=44 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=45 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=46 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=47 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=48 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=49 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=50 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=51 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=52 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=53 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=54 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=55 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=56 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=57 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=58 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=59 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=60 ttl=53 time=19.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=61 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=62 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=63 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=64 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=65 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=66 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=67 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=68 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=69 ttl=53 time=22.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=70 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=71 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=72 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=74 ttl=53 time=24.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=75 ttl=53 time=19.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=76 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=77 ttl=53 time=17.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=78 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=79 ttl=53 time=28.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=82 ttl=53 time=28.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=83 ttl=53 time=21.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=84 ttl=53 time=27.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=85 ttl=53 time=22.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=86 ttl=53 time=29.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=87 ttl=53 time=21.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=88 ttl=53 time=16.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=89 ttl=53 time=27.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=90 ttl=53 time=23.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=91 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=93 ttl=53 time=24.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=94 ttl=53 time=21.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=95 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=96 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=97 ttl=53 time=17.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=98 ttl=53 time=23.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=99 ttl=53 time=23.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=100 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=101 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=102 ttl=53 time=20.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=103 ttl=53 time=28.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=104 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=105 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=106 ttl=53 time=17.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=107 ttl=53 time=17.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=108 ttl=53 time=32.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=110 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=111 ttl=53 time=21.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=112 ttl=53 time=24.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=113 ttl=53 time=27.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=114 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=115 ttl=53 time=18.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=116 ttl=53 time=27.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=117 ttl=53 time=25.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=118 ttl=53 time=17.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=119 ttl=53 time=27.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=120 ttl=53 time=22.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=121 ttl=53 time=21.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=122 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=123 ttl=53 time=19.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=124 ttl=53 time=27.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=125 ttl=53 time=34.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=126 ttl=53 time=19.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=127 ttl=53 time=26.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=128 ttl=53 time=30.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=129 ttl=53 time=20.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=130 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=132 ttl=53 time=22.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=133 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=134 ttl=53 time=27.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=135 ttl=53 time=27.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=136 ttl=53 time=20.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=137 ttl=53 time=27.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=138 ttl=53 time=29.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=139 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=140 ttl=53 time=17.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=141 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=142 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=143 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=144 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=145 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=146 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=147 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=148 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=149 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=150 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=151 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=152 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=153 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=154 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=155 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=156 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=157 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=158 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=159 ttl=53 time=29.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=160 ttl=53 time=21.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=161 ttl=53 time=22.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=162 ttl=53 time=19.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=164 ttl=53 time=28.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=165 ttl=53 time=31.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=166 ttl=53 time=18.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=167 ttl=53 time=21.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=169 ttl=53 time=21.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=170 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=171 ttl=53 time=19.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=172 ttl=53 time=23.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=173 ttl=53 time=22.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=174 ttl=53 time=24.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=175 ttl=53 time=19.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=176 ttl=53 time=27.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=177 ttl=53 time=19.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=178 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=179 ttl=53 time=21.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=180 ttl=53 time=25.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=181 ttl=53 time=26.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=182 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=183 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=184 ttl=53 time=30.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=185 ttl=53 time=27.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=186 ttl=53 time=23.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=187 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=189 ttl=53 time=29.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=190 ttl=53 time=26.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=191 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=192 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=193 ttl=53 time=23.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=194 ttl=53 time=22.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=195 ttl=53 time=19.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=196 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=197 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=198 ttl=53 time=17.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=199 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=200 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=201 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=202 ttl=53 time=28.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=203 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=204 ttl=53 time=40.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=205 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=206 ttl=53 time=44.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=207 ttl=53 time=22.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=208 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=209 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=210 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=211 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=212 ttl=53 time=34.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=213 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=214 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=215 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=216 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=217 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=218 ttl=53 time=19.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=219 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=220 ttl=53 time=17.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=221 ttl=53 time=22.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=222 ttl=53 time=19.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=223 ttl=53 time=25.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=224 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=225 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=226 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=227 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=228 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=229 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=230 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=231 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=232 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=233 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=234 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=235 ttl=53 time=17.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=236 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=237 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=238 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=239 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=240 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=241 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=242 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=243 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=244 ttl=53 time=24.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=245 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=246 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=247 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=248 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=249 ttl=53 time=17.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=250 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=251 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=252 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=253 ttl=53 time=16.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=254 ttl=53 time=19.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=255 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=256 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=257 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=258 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=259 ttl=53 time=23.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=260 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=261 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=262 ttl=53 time=20.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=263 ttl=53 time=18.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=264 ttl=53 time=22.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=265 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=266 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=267 ttl=53 time=20.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=268 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=269 ttl=53 time=20.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=270 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=271 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=272 ttl=53 time=22.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=273 ttl=53 time=24.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=274 ttl=53 time=17.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=275 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=276 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=277 ttl=53 time=17.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=278 ttl=53 time=18.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=279 ttl=53 time=19.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=280 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=281 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=282 ttl=53 time=19.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=283 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=284 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=285 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=286 ttl=53 time=17.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=287 ttl=53 time=16.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=288 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=289 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=290 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=291 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=292 ttl=53 time=17.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=293 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=294 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=295 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=296 ttl=53 time=19.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=297 ttl=53 time=18.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=298 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=299 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=300 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=301 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=302 ttl=53 time=25.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=303 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=304 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=305 ttl=53 time=16.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=306 ttl=53 time=16.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=307 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=308 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=309 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=310 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=311 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=312 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=313 ttl=53 time=17.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=314 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=315 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=316 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=317 ttl=53 time=24.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=318 ttl=53 time=16.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=319 ttl=53 time=16.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=320 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=321 ttl=53 time=16.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=322 ttl=53 time=17.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=323 ttl=53 time=16.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=324 ttl=53 time=16.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=325 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=326 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=327 ttl=53 time=23.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=328 ttl=53 time=16.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=329 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=330 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=331 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=332 ttl=53 time=17.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=333 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=334 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=335 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=336 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=337 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=338 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=339 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=340 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=341 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=342 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=343 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=344 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=345 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=346 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=347 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=348 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=349 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=350 ttl=53 time=16.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=351 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=352 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=353 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=354 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=355 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=356 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=357 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=358 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=359 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=360 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=361 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=362 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=363 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=364 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=365 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=366 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=367 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=368 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=369 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=370 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=371 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=372 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=373 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=374 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=375 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=376 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=377 ttl=53 time=17.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=378 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=379 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=380 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=381 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=382 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=383 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=384 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=385 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=386 ttl=53 time=18.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=387 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=388 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=389 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=390 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=391 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=392 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=393 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=394 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=395 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=396 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=397 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=398 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=399 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=400 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=401 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=402 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=403 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=404 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=405 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=406 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=407 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=408 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=409 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=410 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=411 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=412 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=413 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=414 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=415 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=416 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=417 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=418 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=419 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=420 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=421 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=422 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=423 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=424 ttl=53 time=17.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=425 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=426 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=427 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=428 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=429 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=430 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=431 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=432 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=433 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=434 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=435 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=436 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=437 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=438 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=439 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=440 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=441 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=442 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=443 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=444 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=445 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=446 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=447 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=448 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=449 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=450 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=451 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=452 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=453 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=454 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=455 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=456 ttl=53 time=16.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=457 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=458 ttl=53 time=16.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=459 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=460 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=461 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=462 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=463 ttl=53 time=15.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=464 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=465 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=466 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=467 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=468 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=469 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=470 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=471 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=472 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=473 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=474 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=475 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=476 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=477 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=478 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=479 ttl=53 time=16.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=480 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=481 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=482 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=483 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=484 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=485 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=486 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=487 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=488 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=489 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=490 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=491 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=492 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=493 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=494 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=495 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=496 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=497 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=498 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=499 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=500 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=501 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=502 ttl=53 time=21.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=503 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=504 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=505 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=506 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=507 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=508 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=509 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=510 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=511 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=512 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=513 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=514 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=515 ttl=53 time=16.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=516 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=517 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=518 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=519 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=520 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=521 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=522 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=523 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=524 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=525 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=526 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=527 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=528 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=529 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=530 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=531 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=532 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=533 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=534 ttl=53 time=15.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=535 ttl=53 time=14.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=536 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=537 ttl=53 time=14.9 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=538 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=539 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=540 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=541 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=542 ttl=53 time=16.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=543 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=544 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=545 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=546 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=547 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=548 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=549 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=550 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=551 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=552 ttl=53 time=15.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=553 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=554 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=555 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=556 ttl=53 time=15.0 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=557 ttl=53 time=15.4 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=558 ttl=53 time=15.3 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=559 ttl=53 time=14.7 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=560 ttl=53 time=15.1 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=561 ttl=53 time=14.8 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=562 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=563 ttl=53 time=15.2 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=564 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=565 ttl=53 time=15.5 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=566 ttl=53 time=15.6 ms
64 bytes from myshopify.com (23.227.38.65): icmp_seq=567 ttl=53 time=15.0 ms

--- waveform.com ping statistics ---
567 packets transmitted, 558 received, 1.5873% packet loss, time 114141ms
rtt min/avg/max/mdev = 14.545/17.098/44.054/3.849 ms