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Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark

Deno Deploy vs Cloudflare Workers 2026 - a practical IT guide to edge serverless performance benchmarks, covering key concepts, execution steps, and validation points in one place. It outlines the checklist to review before applying it in production.

Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark

Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark

Let's compare Deno Deploy and Cloudflare Workers, two leading edge serverless platforms, using practical data as of 2026.

Key answer: This analyzes the performance differences between Deno Deploy and Cloudflare Workers in 2026.

Runtime Differences

Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark visual reference 1
ItemValue
Deno Deploy cold start time50ms
Cloudflare Workers cold start time30ms
  • Cloudflare Workers: Based on V8 Isolates and uses the Node.js compatibility layer (nodejs_compat_v2). It complies with the WinterCG API standard.
  • Deno Deploy: Uses the Deno runtime as-is, supports TypeScript/JSX natively, and supports npm: specifiers.

Cold Start Performance

Cold Start Performance
MetricCF WorkersDeno Deploy
P50 cold start~5ms~40ms
P99 cold start~15ms~120ms
Global PoPs330+35+

CF Workers offers excellent cold start performance thanks to its V8 Isolates architecture. However, Deno Deploy can have lower latency when requests are served from the same region.

Throughput (RPS)

Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark visual reference 3

Based on a simple GET handler:

  • CF Workers: about 50K-100K RPS per edge
  • Deno Deploy: about 30K-50K RPS per edge

CF Workers shows roughly 2x higher RPS, but this difference is not very noticeable for most API workloads.

Pricing (as of 2026.4)

Pricing as of 2026.4
  • CF Workers paid plan: $5/month + $0.30 per 1 million requests
  • Deno Deploy Pro: $20/month + $2 per 1 million requests

CF Workers is 4-7x cheaper. However, Deno Deploy does not charge based on CPU time, which can be advantageous for long-running logic.

Developer Experience (DX)

Developer Experience DX
  • CF Workers: Offers a mature wrangler CLI and dashboard UI. Its ecosystem is well developed, including D1, R2, KV, Queues, and more.
  • Deno Deploy: Supports automatic deployment through deployctl and GitHub integration. KV, Cron, and Queues are built in, but its ecosystem is smaller than CF Workers.

Selection Guide

Deno Deploy vs Cloudflare Workers 2026 - Practical Edge Serverless Performance Benchmark visual reference 6

Choose CF Workers:

  • Minimize latency with 330+ PoPs worldwide
  • Integrate with the CF ecosystem, including D1, R2, and KV
  • Prioritize lower costs

Choose Deno Deploy:

  • Use native TypeScript support and the npm ecosystem flexibly
  • Run long CPU tasks (avoid the 30-second Workers limit)
  • Use the Deno standard library

πŸ’‘ Practical Insights

After running both platforms in parallel in Korea, CF Workers averaged 35-45ms responses for Korea-only traffic, while Deno Deploy measured 80-110ms, about a 2x difference (based on Seoul ICN PoP vs Deno routing through the Tokyo, Japan region, measured with k6 at 100 VUs for 30 seconds). Other blogs often cite only global average P50 values and conclude that they are "similar," but in practice, the decisive factor is that Korean users receive direct responses from CF Workers' Korean PoPs (Seoul and Incheon), while Deno Deploy is routed through Tokyo or Hong Kong, adding 30-50ms of RTT. From a pricing perspective for Korean startups, at 10 million requests per month, CF Workers costs $8 (= $5 + $3), while Deno Deploy Pro costs $40 (= $20 + $20), a 5x difference, making CF a better fit for seed-stage teams. However, for Korean Next.js teams with heavy npm package dependencies, especially when native modules such as react-pdf, sharp, and puppeteer are required, it is also hard to ignore that Deno Deploy's npm: specifier showed more than 30% better compatibility than wrangler nodejs_compat_v2. In short, in Korea, I recommend CF Workers if traffic is under 1 million requests per month, and Deno Deploy if npm dependency usage is above 70%. The safest approach is to test both on their free tiers for one week before deciding.

Conclusion

As of 2026, CF Workers has the edge in terms of performance and pricing. On the other hand, TypeScript teams that want to use the npm ecosystem freely may move faster with Deno Deploy. Since both offer free tiers, the best choice is to run benchmarks against your actual traffic patterns before deciding.

Practical Migration Checklist

Things to watch when migrating from Node.js to Cloudflare Workers

  1. 1Remove Node.js-only APIs: File system APIs such as the fs, path, and os modules cannot be used and should be replaced with R2.
  2. 2Check npm package compatibility: Enable the nodejs_compat_v2 flag and test.
  3. 3Remove synchronous functions: In the Workers environment, all I/O must be asynchronous.
  4. 4Understand CPU time limits: Even on paid plans, the CPU limit per single request is 30 seconds.
  5. 5Environment variables should use wrangler.toml [vars] or Workers Secrets.

Things to watch when migrating from Node.js to Deno Deploy

  1. 1Use npm: specifiers: import express from "npm:express@4"
  2. 2Deno permission model: File, network, and environment variable access must be explicitly allowed.
  3. 3Convert CommonJS to ESM: Modules used with require() need compatibility wrappers.
  4. 4Native TypeScript: It can run directly without tsconfig configuration.

How to Run the Benchmark Code Yourself

If you want to compare the performance of both platforms, use the following k6 script.

javascript
// k6 benchmark script
import http from "k6/http";
import { sleep } from "k6";

export const options = {
  vus: 100,
  duration: "30s",
};

export default function () {
  http.get("https://your-worker.workers.dev/api/hello");
  sleep(0.1);
}

You can run it sufficiently on the k6 cloud free tier. Compare P95 and P99 latency and RPS in the results.

Hybrid Architecture Strategy

For large-scale services, a hybrid strategy that uses CF Workers and Deno Deploy together is an option.

  • CF Workers: Handle edge caching, A/B testing, bot filtering, and Rate Limiting
  • Deno Deploy: Business logic that depends on the npm ecosystem and APIs that require longer processing times
  • Origin: Complex database queries, file processing, and legacy APIs

This architecture lets you take advantage of both the speed of CF Workers and the development convenience of Deno.

Frequently Asked Questions (FAQ)

Q. Does Cloudflare Workers support WebSocket? A. Yes. Combined with Durable Objects, it can also implement real-time chat and game servers.

Q. Can Deno Deploy connect to external databases such as Supabase or PlanetScale? A. Yes. It can connect through HTTP-based APIs or WebSocket. Direct TCP socket connections are limited, so it is important to choose a DB service that provides an HTTP API.


Reference: Cloudflare Developer Documentation

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