TechBriefAI

Benchmarks: Fluid Compute Up to 5x Faster Than Cloudflare Workers for SSR

Executive Summary

Independent benchmarks published by developer Theo Browne demonstrate that Vercel's Fluid compute runtime significantly outperforms Cloudflare Workers in server-side rendering (SSR) performance and consistency. Across frameworks like Next.js and SvelteKit, Fluid compute was 1.2 to 5 times faster due to its in-region cloud architecture that minimizes database latency. The results highlight the trade-offs between edge computing and co-located cloud infrastructure, positioning Fluid compute as a superior choice for compute-intensive, data-driven web applications.

Key Takeaways

* Performance Advantage: In comprehensive tests, Fluid compute averaged 2.55 times faster than Cloudflare Workers across various SSR workloads, with speed advantages reaching up to 5x for specific frameworks.

* Superior Consistency: Fluid compute delivered more consistent response times with lower variability. Cloudflare Workers exhibited significant outliers, with some requests taking over 10 seconds on tasks that averaged under 2 seconds.

* In-Region Architecture: Fluid compute co-locates functions in the same cloud region as a user's database (e.g., AWS US-East-1), drastically reducing network latency for API calls and database queries, a key factor in SSR performance.

* Full Runtime Compatibility: It runs a standard Node.js runtime, ensuring complete compatibility with the entire npm ecosystem. This avoids potential issues from Cloudflare's custom runtime, which only approximates Node.js behavior.

* Configurable Resources: Developers can configure resources from 1-4 vCPUs and up to 4GB of RAM, allowing them to scale resources to match workload demands, from lightweight middleware to complex AI inference.

Strategic Importance

This announcement directly challenges the "edge-is-always-faster" narrative by providing quantitative evidence that an in-region compute model is superior for common, data-heavy web application workloads. It serves to differentiate Vercel's architecture from key competitors like Cloudflare by focusing on performance consistency and developer experience for full-stack applications.

Original article