Openstatus
www.openstatus.dev
Vercel next latency blog (#711)
* 📝 blog on going
* 📝 blog
* 📝 blog
* 📝 blog
* 📝 blog
* chore: add data to post
* 📝 blog
---------
Co-authored-by: mxkaske <maximilian@kaske.org>
authored by
Thibault Le Ouay
mxkaske
and committed by
GitHub
c70617d5
3a96ecd4
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apps/web/public/assets/posts/monitoring-vercel/serverless-vs-edge.png
apps/web/public/assets/posts/monitoring-vercel/serverless-vs-edge.png
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apps/web/public/assets/posts/monitoring-vercel/vercel-cold.json
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apps/web/public/assets/posts/monitoring-vercel/vercel-cold.json
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+11
apps/web/src/app/app/[workspaceSlug]/(dashboard)/monitors/[id]/overview/page.tsx
+11
apps/web/src/app/app/[workspaceSlug]/(dashboard)/monitors/[id]/overview/page.tsx
···
16
16
import { getMinutesByInterval, intervals, periods, quantiles } from "../utils";
17
17
import { CombinedChartWrapper } from "./_components/combined-chart-wrapper";
18
18
19
+
// import { groupDataByTimestamp } from "./_components/utils";
20
+
19
21
const tb = new OSTinybird({ token: env.TINY_BIRD_API_KEY });
20
22
21
23
const DEFAULT_QUANTILE = "p95";
···
94
96
quantile !== DEFAULT_QUANTILE ||
95
97
interval !== DEFAULT_INTERVAL ||
96
98
flyRegions.length !== regions.length;
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+
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+
// GET VALUES FOR BLOG POST
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+
// console.log(
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+
// JSON.stringify({
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+
// regions,
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+
// data: groupDataByTimestamp(data, period, quantile),
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+
// metricsByRegion,
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+
// }),
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+
// );
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108
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return (
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<div className="grid gap-4">
+4
-4
apps/web/src/content/posts/monitoring-latency-cf-workers-fly-koyeb-raylway-render.mdx
+4
-4
apps/web/src/content/posts/monitoring-latency-cf-workers-fly-koyeb-raylway-render.mdx
···
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We use Fly.io in production and are satisfied with it.
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-
#### Vercel (coming soon)
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+
#### Vercel
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-
I haven't included Vercel in this test. But I am currently running a test to
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-
compare the latency of Vercel Edge, Vercel Serverless. Results will be published
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-
soon.
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+
I haven't included Vercel in this test. But we have a blog post comparing Vercel
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+
Serverless vs Edge vs Serverless. You can find it
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+
[here](https://www.openstatus.dev/blog/monitoring-latency-vercel-edge-vs-serverless).
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467
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If you want to monitor your API or website, create an account on
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[OpenStatus](https://www.openstatus.dev/app/sign-up?ref=blog-monitoring).
+202
apps/web/src/content/posts/monitoring-latency-vercel-edge-vs-serverless.mdx
+202
apps/web/src/content/posts/monitoring-latency-vercel-edge-vs-serverless.mdx
···
1
+
---
2
+
title: "Monitoring latency: Vercel Serverless Function vs Vercel Edge Function"
3
+
description:
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+
In this article, we will compare the latency of Edge Functions vs Serverless
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+
Functions.
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+
author:
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+
name: Thibault Le Ouay Ducasse
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url: https://twitter.com/thibaultleouay
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publishedAt: 2024-03-14
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image: /assets/posts/monitoring-vercel/serverless-vs-edge.png
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+
---
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+
13
+
In our previous
14
+
[article](https://www.openstatus.dev/blog/monitoring-latency-cf-workers-fly-koyeb-raylway-render),
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+
we compared the latency of various cloud providers but did not include Vercel.
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+
This article will compare the latency of Vercel Serverless Function with Vercel
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+
Edge Function.
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+
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+
We will test a basic Next.js application with the app router. Below is the code
20
+
for the routes:
21
+
22
+
```ts
23
+
import { NextResponse } from "next/server";
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+
25
+
export const dynamic = "force-dynamic";
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+
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export const maxDuration = 25; // to trick and not using the same function as the other ping route
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+
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+
export async function GET() {
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return NextResponse.json({ ping: "pong" }, { status: 200 });
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+
}
32
+
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+
export async function POST(req: Request) {
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+
const body = await req.json();
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+
return NextResponse.json({ ping: body }, { status: 200 });
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+
}
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+
```
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+
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+
We have 4 routes, 3 using the NodeJS runtime and one is using Edge runtime.
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+
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+
- `/api/ping` is using the NodeJS runtime
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- `/api/ping/warm` is using the NodeJS runtime
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+
- `/api/ping/cold` is using the NodeJS runtime
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+
- `/api/ping/edge` is using the Edge runtime
45
+
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+
Each route have a different `maxDuration`, it's a trick to avoid bundling the
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+
functions in the same physical functions.
48
+
49
+
Here is the repository of the
50
+
[application](https://github.com/openstatusHQ/openstatus-next-latency).
51
+
52
+
## Vercel Serverless Function - NodeJS runtime
53
+
54
+
They are using the NodeJS 18 runtime. We have access to all the nodejs API. Our
55
+
function are deployed in a single location: iad1 - Washington, D.C., USA.
56
+
57
+
Upgrading to Node.js 20 could enhance cold start performance, but it's still in
58
+
beta.
59
+
60
+
We analyzed the header of each request and observe that all requests are
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+
processed in a data center near our location before being routed to our
62
+
serverless location.
63
+
64
+
- `ams` -> `fra1` -> `iad1`
65
+
- `gru` -> `gru1` -> `iad1`
66
+
- `hkg` -> `hkg1` -> `iad1`
67
+
- `iad` -> `iad1` -> `iad1`
68
+
- `jnb` -> `cpt1` -> `iad1`
69
+
- `syd` -> `syd1` -> `iad1`
70
+
71
+
We never encountered a request routed to a different data center, and we never
72
+
hit the Vercel cache.
73
+
74
+
### Warm - `/api/ping/warm`
75
+
76
+
<div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-5">
77
+
<MetricsCard title="uptime" value={100} suffix="%" variant="positive" />
78
+
<MetricsCard title="fails" value={0} suffix="#" variant="negative" />
79
+
<MetricsCard title="total pings" value={12090} suffix="#" variant="info" />
80
+
<div className="hidden md:col-span-2 md:block" />
81
+
<MetricsCard title="p50" value={246} suffix="ms" />
82
+
<MetricsCard title="p75" value={305} suffix="ms" />
83
+
<MetricsCard title="p90" value={442} suffix="ms" />
84
+
<MetricsCard title="p95" value={563} suffix="ms" />
85
+
<MetricsCard title="p99" value={855} suffix="ms" />
86
+
</div>
87
+
88
+
<div className="mt-4">
89
+
<SimpleChart
90
+
staticFile="/assets/posts/monitoring-vercel/vercel-warm.json"
91
+
caption="Vercel warm p50 latency between 10. Mar and 13. Mar 2024 aggregated in a 1h window."
92
+
/>
93
+
</div>
94
+
95
+
We are pinging this functions every 5 minutes to keep it warm.
96
+
97
+
### Cold - `/api/ping/cold`
98
+
99
+
<div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-5">
100
+
<MetricsCard title="uptime" value={100} suffix="%" variant="positive" />
101
+
<MetricsCard title="fails" value={0} suffix="#" variant="negative" />
102
+
<MetricsCard title="total pings" value={2010} suffix="#" variant="info" />
103
+
<div className="hidden md:col-span-2 md:block" />
104
+
<MetricsCard title="p50" value={859} suffix="ms" />
105
+
<MetricsCard title="p75" value={933} suffix="ms" />
106
+
<MetricsCard title="p90" value={1004} suffix="ms" />
107
+
<MetricsCard title="p95" value={1046} suffix="ms" />
108
+
<MetricsCard title="p99" value={1156} suffix="ms" />
109
+
</div>
110
+
111
+
<div className="mt-4">
112
+
<SimpleChart
113
+
staticFile="/assets/posts/monitoring-vercel/vercel-cold.json"
114
+
caption="Vercel cold p50 latency between 10. Mar and 13. Mar 2024 aggregated in a 1h window."
115
+
/>
116
+
</div>
117
+
118
+
We are pinging this functions every 30 minutes to ensure the functions will be
119
+
scaled down.
120
+
121
+
### Cold Roulette - `/api/ping`
122
+
123
+
<div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-5">
124
+
<MetricsCard title="uptime" value={100} suffix="%" variant="positive" />
125
+
<MetricsCard title="fails" value={0} suffix="#" variant="negative" />
126
+
<MetricsCard title="total pings" value={6036} suffix="#" variant="info" />
127
+
<div className="hidden md:col-span-2 md:block" />
128
+
<MetricsCard title="p50" value={305} suffix="ms" />
129
+
<MetricsCard title="p75" value={791} suffix="ms" />
130
+
<MetricsCard title="p90" value={914} suffix="ms" />
131
+
<MetricsCard title="p95" value={972} suffix="ms" />
132
+
<MetricsCard title="p99" value={1086} suffix="ms" />
133
+
</div>
134
+
135
+
<div className="mt-4">
136
+
<SimpleChart
137
+
staticFile="/assets/posts/monitoring-vercel/vercel-roulette.json"
138
+
caption="Vercel roulette p50 latency between 10. Mar and 13. Mar 2024 aggregated in a 1h window."
139
+
/>
140
+
</div>
141
+
142
+
We are pinging this functions every 10 minutes. It's an inflection point where
143
+
we never know if the function will be warm or cold.
144
+
145
+
## Vercel Edge Function
146
+
147
+
Vercel Edge Functions is using the Edge Runtime. They are deployed globally and
148
+
executed in a datacenter close to the user.
149
+
150
+
They have limitations compared to the NodeJs runtime, but they have a faster
151
+
cold start.
152
+
153
+
We analyzed the request header and found that the `X-Vercel-Id` header indicates
154
+
the request is processed in a datacenter near the user.
155
+
156
+
- `ams` -> `fra1`
157
+
- `gru` -> `gru1`
158
+
- `hkg` -> `hkg1`
159
+
- `iad` -> `iad1`
160
+
- `jnb` -> `cpt1`
161
+
- `syd` -> `syd1`
162
+
163
+
### Edge - `/api/ping/edge`
164
+
165
+
<div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-5">
166
+
<MetricsCard title="uptime" value={100} suffix="%" variant="positive" />
167
+
<MetricsCard title="fails" value={0} suffix="#" variant="negative" />
168
+
<MetricsCard title="total pings" value={6042} suffix="#" variant="info" />
169
+
<div className="hidden md:col-span-2 md:block" />
170
+
<MetricsCard title="p50" value={106} suffix="ms" />
171
+
<MetricsCard title="p75" value={124} suffix="ms" />
172
+
<MetricsCard title="p90" value={152} suffix="ms" />
173
+
<MetricsCard title="p95" value={178} suffix="ms" />
174
+
<MetricsCard title="p99" value={328} suffix="ms" />
175
+
</div>
176
+
177
+
<div className="mt-4">
178
+
<SimpleChart
179
+
staticFile="/assets/posts/monitoring-vercel/vercel-edge.json"
180
+
caption="Vercel edge p50 latency between 10. Mar and 13. Mar 2024 aggregated in a 1h window."
181
+
/>
182
+
</div>
183
+
184
+
We are pinging this functions every 10 minutes.
185
+
186
+
## Conclusion
187
+
188
+
| Runtime | p50 | p95 | p99 |
189
+
| --------------------- | --- | ----- | ----- |
190
+
| Serverless Cold Start | 859 | 1,046 | 1,156 |
191
+
| Serverless Warm | 246 | 563 | 855 |
192
+
| Edge | 106 | 178 | 328 |
193
+
194
+
Globablly Edge functions are approximately 9 times faster than Serverless
195
+
functions during cold starts, but only 2 times faster when the function is warm.
196
+
197
+
Edge functions have similar latency regardless of the user's location. If you
198
+
value your users and have a worldwide audience, you should consider Edge
199
+
Functions.
200
+
201
+
Create an account on [OpenStatus](https://www.openstatus.dev/app/sign-up) to
202
+
monitor your API and get notified when your latency increases.