Brotli & Gzip Benchmark

Brotli & Gzip Compression Benchmark & Bandwidth Savings Estimator

Analyze text, CSS, and JS payloads with browser-native CompressionStream, estimating Brotli/Gzip ratios and mobile 3G/4G load times.

Presets:
Network Profile:
Monthly Requests:
Ready14.6 KB initcwndCSS
Input Code / Text Payload2.39 KB
Algorithm & Compression LevelTarget Ratio & TCP Status
Uncompressed (Raw)Baseline
2.39 KB1x
Fastest (0 ms)
Fits 1st TCP Burst (≤ 14.6 KB)
Deflate (RFC 1951)Standard
839 B(-66%)2.92x
Native Stream
Fits 1st TCP Burst (≤ 14.6 KB)
Gzip (RFC 1952, Level 6)Universal
856 B(-65%)2.86x
Native Stream
Fits 1st TCP Burst (≤ 14.6 KB)
Brotli Dynamic (Level 5-6)Web Standard
668 B(-73%)3.66x
+18% vs Gzip(1.5ms)
Fits 1st TCP Burst (≤ 14.6 KB)
Brotli Static Pre-comp (Level 11)Maximum Density
608 B(-75%)4.02x
+26% vs Gzip
Fits 1st TCP Burst (≤ 14.6 KB)
Zstandard (Zstd Level 3)High Throughput
702 B(-71%)3.49x
Fastest Decompress(0.8ms)
Fits 1st TCP Burst (≤ 14.6 KB)
Brotli vs Gzip Advantage
+8%Denser Compression

Brotli static dictionary encodes HTML and CSS tokens in 1-2 bytes instead of full ASCII strings.

Mobile 3G Load Time Gain
36 msSaved onSlow 3G

Reduces initial TCP slow-start round trips, accelerating First Contentful Paint (FCP).

Cloud Egress Cost Savings
$0.18 / yr (AWS CDN)

Calculated at 1M req scale at standard $0.085/GB egress rate.

100% Browser-Native CompressionStream Engine

Zero server roundtrips or backend uploads. Leverages modern Web Streams API (CompressionStream) to measure exact byte sizes and execution times locally.

Empirical Brotli & Zstandard Statistical Models

Evaluates token redundancy against Brotli's 122KB pre-populated web dictionary and LZ77 sliding window, predicting Brotli Level 5 (dynamic) and Level 11 (static) ratios.

Realistic TCP Slow-Start & Network Physics Simulation

Accurately models initial congestion windows (initcwnd = 14.6 KB), round-trip packet bursts, and mobile radio latency across 3G, 4G, and fiber broadband.

Technical Reference & Architecture Guide

Brotli & Gzip Compression Benchmark & Bandwidth Savings Estimator — Reference Guide

Analyze text, CSS, and JS payloads with browser-native CompressionStream, estimating Brotli/Gzip ratios and mobile 3G/4G load times.

Key Parameters & Controls

Payload InputString | File Buffer

Source plaintext, JavaScript bundle, CSS stylesheet, JSON, or HTML content to compress and evaluate.

Default: Sample JavaScript / CSS bundle
Target Compression AlgorithmEnum (Brotli | Gzip | Both)

Compression algorithm evaluated. Brotli (RFC 7932) offers static context dictionaries and superior compression for text assets, while Gzip (RFC 1952 DEFLATE) provides universal legacy fallback.

Default: Both (Comparative)
Compression Quality LevelInteger (Gzip: 1-9 | Brotli: 0-11)

Trade-off knob between CPU execution cycle cost and output byte compression ratio. Lower levels suit dynamic on-the-fly streaming; maximum levels (Brotli 11, Gzip 9) are optimal for static CDN build artifacts.

Default: Brotli 6 / Gzip 6 (Dynamic) | Brotli 11 (Static)
Network Simulation ProfileEnum (Slow 3G | Fast 3G | 4G LTE | Broadband)

Simulated network throttling condition configured with distinct round-trip time (RTT) latency and throughput parameters to estimate Time to First Byte (TTFB) and total download duration.

Default: Fast 3G (1.6 Mbps, 150ms RTT)

Pro Tips & Best Practices

Pre-compress production JS

Pre-compress production JS, CSS, and SVG assets at build time using Brotli level 11 and Gzip level 9 (or Zopfli). Serve them via Nginx with brotli_static on; or CDN storage without incurring runtime CPU overhead.

Payloads under 1KB can actually

Payloads under 1KB can actually increase in total transfer size after compression due to gzip/brotli header and dictionary metadata overhead. Configure web servers with gzip_min_length 1024; and brotli_min_length 1024;.

Always ensure intermediate caches

Always ensure intermediate caches and reverse proxies inspect and forward the Vary: Accept-Encoding response header so that clients lacking Brotli support are not served cached Content-Encoding: br binary payloads.

Disable HTTP compression on endpoints

Disable HTTP compression on endpoints that reflect user input alongside secrets (such as CSRF tokens) or separate sensitive tokens into sub-requests or uncompressed cookies to defend against BREACH attacks.

Common Gotchas & Troubleshooting

Compressed file size is larger than raw uncompressed payload

Files smaller than ~150-1000 bytes or files already compressed (such as JPEG, PNG, WOFF2, or zip archives) lack repetitive entropy. The compression headers and Huffman tree tables exceed any byte savings. Set compression filters to skip pre-compressed MIME types and set a minimum length threshold (e.g., 1024 bytes).

Browser downloads raw binary or displays unreadable gibberish instead of executing code

The server sent compressed data without the corresponding Content-Encoding: br or Content-Encoding: gzip HTTP response header, causing the browser to interpret binary compressed streams as plaintext. Verify web server or CDN origin header passing configuration.

High server CPU utilization and latency spikes during peak traffic

On-the-fly compression at maximum levels (Brotli 10-11 or Gzip 9) causes heavy CPU saturation. For dynamic responses, cap dynamic compression at Brotli level 4-5 or Gzip level 5-6, and offload static asset compression entirely to the CI/CD build step.

Frequently Asked Questions

Why does Brotli compress web assets significantly better than Gzip?▼

Brotli uses a larger sliding window (up to 16MB compared to Gzip's 32KB DEFLATE window) and includes a built-in static dictionary of over 120,000 common words, phrases, HTML tags, and JavaScript idioms. This pre-populated context allows Brotli to achieve 15% to 25% higher compression density than Gzip for web text payloads.

Can Brotli be used without HTTPS in modern browsers?▼

No. Major web browsers (Chrome, Firefox, Safari, Edge) mandate HTTPS for Brotli (Content-Encoding: br) support due to legacy transparent proxy appliances corrupting binary Brotli streams when traversing unencrypted HTTP port 80.

What compression level should be used for dynamic vs static responses?▼

For static assets generated during CI/CD builds, always use Brotli quality 11 (--best) and Gzip level 9 or Zopfli, because the compression cost is paid once while bandwidth and latency savings persist for millions of requests. For dynamic API payloads generated per request, use Brotli level 4 or Gzip level 5 to balance compression ratio with minimal CPU latency.

How does payload compression directly impact Core Web Vitals (CWV)?▼

Compression shrinks the critical rendering path bundle sizes, directly accelerating First Contentful Paint (FCP) and Largest Contentful Paint (LCP) by reducing network packet counts and avoiding TCP slow-start window bottlenecks over cellular connections.

Should image and video formats like WebP, AVIF, or MP4 be compressed with Brotli or Gzip?▼

No. Modern media formats like WebP, AVIF, and MP4 are already entropy-encoded using specialized lossy/lossless algorithms. Attempting to compress them with Gzip or Brotli wastes CPU cycles, introduces server latency, and often increases the transfer file size.

Related Tools & Utilities

All Tools →