The Reality of Fresh Performance (What Actually Matters)

Fresh Lemon Logo

Fresh is fast by default, but that doesn't mean you can't screw it up. After optimizing Fresh apps in production for the past year, here's what actually moves the needle - and what's just performance theater that wastes your time.

Fresh 2.0's Speed Improvements (The Numbers That Matter)

Fresh 2.0 beta dropped last week with massive performance gains. These aren't synthetic benchmarks - they're production measurements:

  • Boot times: 9-12x faster - Deno.com went from 86ms to 8ms
  • Cold starts: 45-60x better than traditional serverless - measured by InfoWorld
  • Development HMR: Actually works now instead of full page reloads
  • Bundle optimization: Server code bundles for faster file resolution

JavaScript Goldilocks Zone

The catch: You need to migrate to Fresh 2.0 beta. If you're stuck on 1.x, you're missing serious performance gains.

Islands Architecture Performance (What You Need to Know)

Islands Architecture Visualization

Fresh's Islands Architecture is where the real performance magic happens. But only if you understand how to use it properly.

How Islands Actually Work

Unlike React frameworks that hydrate your entire page, Fresh only ships JavaScript for interactive components. Your static content stays HTML - no JavaScript bloat.

Production reality: My app with ~50 routes dropped from ~200ms average response time to 18ms after properly isolating interactive components. The key is understanding what should be an island vs. what should stay static.

Islands Dos and Don'ts

✅ Make These Islands:

  • Form components with validation
  • Interactive buttons, toggles, modals
  • Real-time data (chat, notifications)
  • Client-side routing within components

❌ Don't Make These Islands:

  • Static content that never changes
  • Navigation menus (unless they have dropdowns)
  • Footer links and contact info
  • Blog post content

Real example from production:

// ❌ BAD - This doesn't need to be an island
// islands/BlogPost.tsx
export default function BlogPost({ content }: { content: string }) {
  return <article dangerouslySetInnerHTML={{ __html: content }} />;
}

// ✅ GOOD - Static component in routes/
// components/BlogPost.tsx  
export default function BlogPost({ content }: { content: string }) {
  return <article dangerouslySetInnerHTML={{ __html: content }} />;
}

The performance impact: Every unnecessary island adds ~3-8KB of JavaScript. Multiply that by 10 pointless islands and you've added 80KB to your bundle. Fresh's whole point is zero JS by default - don't break that.

Fresh-Specific Performance Bottlenecks

Route Loading Performance

Fresh 2.0 introduced on-demand route loading, but you can still fuck it up:

Issue: Large route modules slow down first-page loads

// ❌ BAD - Heavy imports in route file
import { HugeLibrary } from \"npm:massive-library@latest\";
import { AnotherBigThing } from \"./components/huge-component.tsx\";

export default function Index() {
  // Route loads 500KB of unnecessary code
}

Fix: Lazy load heavy dependencies

// ✅ GOOD - Import only what you need
export default function Index() {
  return (
    <div>
      {/* Heavy component loads only when needed */}
      <LazyHeavyComponent />
    </div>
  );
}

Static Asset Optimization

Fresh serves static assets from the /static directory. Common fuckups:

Images: Serving massive unoptimized images

  • Problem: 2MB hero images that could be 200KB
  • Solution: Use WebP, proper sizing, compression

CSS: Loading entire CSS frameworks for 3 components

  • Problem: Importing all of Tailwind for a simple layout
  • Solution: Use Fresh's built-in Tailwind integration with proper purging

JavaScript: Client-side libraries that should be server-side

  • Problem: Loading moment.js client-side for date formatting
  • Solution: Use Deno's native date handling server-side

Database Query Performance

This is where most Fresh performance issues actually happen:

Connection pooling: Deno Deploy doesn't maintain persistent connections like traditional servers. Every request potentially creates a new database connection.

// ❌ BAD - Creates new connection per request
export const handler: Handlers = {
  async GET() {
    const db = new PostgresClient();
    await db.connect(); // Slow connection setup
    const data = await db.query(\"SELECT * FROM users\");
    return Response.json(data);
  }
};

// ✅ BETTER - Use connection pooling
import { Pool } from \"https://deno.land/x/postgres/mod.ts\";

const pool = new Pool({
  database: \"mydb\",
  hostname: \"localhost\", 
  port: 5432,
  user: \"user\",
  password: \"password\",
}, 3, true);

export const handler: Handlers = {
  async GET() {
    const client = await pool.connect();
    const data = await client.queryArray(\"SELECT * FROM users\");
    client.release();
    return Response.json(data);
  }
};

Real production gotcha: Edge functions lose database connections more often than traditional servers. Check your connection string. I spent 3 hours debugging "connection refused" errors that were actually timeout issues.

Memory and Bundle Optimization

npm Package Hell

Fresh 2.0's npm compatibility is great until you import the wrong package:

The problem: npm packages often include Node.js-specific code that bloats your bundle or breaks at runtime.

// ❌ BAD - Imports Node.js-specific code
import fs from \"node:fs\";
import { execSync } from \"node:child_process\";

// ✅ GOOD - Use Deno APIs instead
const content = await Deno.readTextFile(\"./data.txt\");

Bundle analyzer trick: Use deno info to check what your imports actually pull in:

deno info --json main.ts | grep \"size\"

Preact vs React Optimization

Fresh uses Preact under the hood, which is already optimized. But you can break that:

Issue: Accidentally importing React instead of Preact

// ❌ BAD - Imports full React (45KB)
import React from \"npm:react\";

// ✅ GOOD - Fresh aliases to Preact automatically
import { useState } from \"preact/hooks\";

Fresh 2.0 handles React aliasing automatically, but in 1.x you need proper import maps.

Deployment Platform Performance

Deno Deploy Optimization

Deno Deploy is where Fresh performs best, but there are gotchas:

Cold start performance:

  • Fresh 2.0: ~8ms boot time
  • Fresh 1.x: ~86ms boot time
  • Your takeaway: Upgrade to 2.0 beta for production

Memory limits:

  • Free tier: 128MB memory limit
  • Paid tier: Up to 512MB
  • Real impact: My production app with ~15k requests per day uses ~40MB average

Edge distribution: Deploy to multiple regions for better performance:

## Check your app's edge performance
curl -I https://yourapp.deno.dev/
## Look for x-deno-ray header to see which region served the request

Alternative Platform Performance

Cloudflare Workers: Fresh runs on CF Workers but with limitations:

  • 1MB bundle size limit (hits you fast with npm packages)
  • 128MB memory limit
  • Different cold start characteristics

AWS Lambda: Don't. Deno's Lambda cold starts are better than Node.js, but you lose the edge magic that makes Fresh compelling.

Docker/VPS: Works fine but defeats Fresh's edge-first architecture. You're basically running a Node.js app at that point.

Production Performance Monitoring

What to Actually Monitor

Response times by route: Track which routes are slow

// Add simple timing middleware
export const handler: Handlers = {
  async GET(req, ctx) {
    const start = performance.now();
    const response = await ctx.next();
    const duration = performance.now() - start;
    
    // Log slow requests
    if (duration > 100) {
      console.warn(`Slow request: ${req.url} took ${duration}ms`);
    }
    
    return response;
  }
};

Database query times: Most performance issues are database-related
Memory usage: Watch for memory leaks in long-running processes
Error rates: Performance problems often show up as errors first

Performance Debugging Tools

Deno's built-in tools:

## Profile memory usage
deno run --v8-flags=--prof app.ts

## Benchmark specific functions
deno bench benchmarks/

Third-party monitoring: Most Fresh apps don't need Sentry. Fix the obvious bugs first:

  1. Slow database queries (use EXPLAIN)
  2. Large image files (compress them)
  3. Too many islands (remove unnecessary ones)
  4. Memory leaks (check for unclosed connections)

The Bottom Line on Fresh Performance

Fresh is genuinely fast when you don't fight its architecture. The biggest performance wins come from:

  1. Upgrading to Fresh 2.0 beta - The boot time improvements are real
  2. Using islands properly - Static content stays static, interactive becomes islands
  3. Database optimization - Connection pooling and query optimization matter more than framework choice
  4. Proper deployment - Deno Deploy for edge performance, or accept traditional server trade-offs

Performance tip: Before optimizing, measure. Fresh's performance problems are usually database queries, not framework overhead. Profile first, then optimize the actual bottlenecks.

The framework is designed to be fast by default. If your Fresh app is slow, you're probably fighting the architecture instead of working with it. Usually that means too many islands or shitty database queries.

Fresh Performance Optimization Strategies (What Actually Works)

Platform

Cold Start

Memory Limit

Bundle Size Limit

Best For

Fresh Compatibility

Deno Deploy

8ms (Fresh 2.0)

128MB free / 512MB paid

No hard limit

Edge performance

Perfect

Cloudflare Workers

~10-30ms

128MB

1MB compressed

Global distribution

Good with caveats

Vercel

50-200ms

1GB

50MB

Next.js apps

Possible but why?

AWS Lambda

Better than Node.js

3GB max

50MB

Enterprise requirements

Works but loses edge magic

Self-hosted/Docker

Depends on hardware

Unlimited

Unlimited

Full control

Defeats the purpose

Frequently Asked Questions

Q

Why is my Fresh app slower than expected?

A

Check these first (in order of likelihood):

  1. Database queries - Run EXPLAIN ANALYZE on your queries. Most "framework" performance issues are actually database problems
  2. Too many islands - Each island component adds JavaScript. If your "static" page has 15 islands, you're doing it wrong
  3. Large npm packages - Run deno info --json main.ts and look for massive imports. That "lightweight" date library might be 200KB
  4. Unoptimized images - 2MB hero images will kill performance no matter how fast your framework is
  5. Still on Fresh 1.x - Upgrade to 2.0 beta for 9-12x better boot times
Q

My Fresh app takes forever to start in production. What's wrong?

A

Fresh 2.0 boot time: ~8ms
Fresh 1.x boot time: ~86ms
Your app boot time: ???

If you're seeing >500ms boot times, you're probably:

  • Loading huge npm packages at startup
  • Doing synchronous file system operations
  • Not using Deno Deploy (edge functions start faster)
  • Have a memory leak causing garbage collection pauses

Debug it: Add timing logs to see where the delay happens:

console.time("app-start");
// your app code
console.timeEnd("app-start");
Q

Fresh says it's "zero JavaScript" but my bundle is huge. Why?

A

"Zero JavaScript by default" means static content stays static. But every island adds JS:

  • Simple button: ~3KB
  • Form with validation: ~8KB
  • Complex component: ~15KB+
  • Accidentally importing React instead of Preact: +45KB

Audit your islands: Check /islands directory. Each file there becomes client-side JavaScript. Ask yourself: "Does this actually need interactivity?"

Q

Database queries are slow on Deno Deploy. How do I fix this?

A

Connection pooling is critical on edge platforms:

// ❌ BAD - New connection per request
const db = new Client(databaseUrl);
await db.connect();

// ✅ GOOD - Use connection pooling
const pool = new Pool(databaseUrl, 3, true);
const client = await pool.connect();

Real production gotcha: Environment variables take 30 seconds to sync after testing. I learned this the hard way. Check your connection string is actually updating.

Also check:

  • Database location (use edge databases like PlanetScale or Neon)
  • Query complexity (add indexes for common queries)
  • Connection timeout settings
Q

My Fresh 2.0 migration broke performance. What happened?

A

Common migration performance issues:

  1. Plugin conflicts - Fresh 2.0 changed the plugin API. Old performance optimizations might not work
  2. Import map changes - Different module resolution can import larger packages
  3. Vite integration - If you enabled Vite, it might bundle differently
  4. Route structure - On-demand loading works differently

Debug steps:

  1. Check bundle size: deno info --json main.ts
  2. Test boot time: time deno run main.ts
  3. Compare island JavaScript output
  4. Check for new runtime errors in production
Q

Images are loading slowly. How do I optimize them?

A

Fresh doesn't handle image optimization automatically (unlike Next.js). You need to:

Compress images:

  • Use WebP format (80% smaller than JPEG)
  • Resize to actual display size
  • Tools: squoosh.app, imagemagick, or sharp

Lazy loading:

<img src="/hero.webp" loading="lazy" alt="Hero image" />

CDN integration:
Store images in Cloudflare R2, AWS S3, or similar with automatic compression.

Q

Can I use React libraries with Fresh?

A

Yes, but with caveats:

Fresh 2.0 automatically aliases React to Preact, so many React libraries work. But:

  • Bundle size increases (React ecosystem is heavier)
  • Some React-specific features don't work in Preact
  • Performance benefits decrease with more complex libraries

Test first: Try the library in a simple component before building your app around it.

Q

My app uses too much memory on Deno Deploy. How do I debug this?

A

Deno Deploy free tier: 128MB limit
Common memory hogs:

  • Large data structures kept in memory
  • Database connections not properly closed
  • Image processing without cleanup
  • Caching implementations that grow infinitely

Debug memory usage:

// Check memory periodically
console.log(`Memory usage: ${Deno.memoryUsage().rss / 1024 / 1024}MB`);

Fix strategies:

  • Use streams for large data processing
  • Implement proper cache eviction
  • Close database connections explicitly
  • Process images server-side, not in-memory
Q

Fresh performance monitoring is confusing. What should I actually track?

A

Most Fresh apps don't need Sentry. Fix the obvious bugs first:

Essential metrics:

  1. Response time by route (aim for <100ms)
  2. Database query time (aim for <50ms average)
  3. Memory usage (stay under 64MB)
  4. Bundle size (JavaScript should be <50KB)

Simple monitoring:

// Log slow requests
const start = performance.now();
const response = await handler(request);
const duration = performance.now() - start;

if (duration > 100) {
  console.warn(`Slow: ${request.url} - ${duration}ms`);
}

Skip complex APM tools until you're handling >100k requests/day.

Q

How do I debug "Cannot resolve module" errors affecting performance?

A

These errors tank performance because Deno keeps retrying failed imports:

Common causes:

  1. Import map conflicts: Check deno.json for duplicate entries
  2. npm: prefix issues: Fresh 2.0 handles this better, but 1.x struggles
  3. esm.sh downtime: External CDN issues break builds
  4. Case sensitivity: Linux is case-sensitive, macOS isn't

Quick fixes:

## Clear Deno cache
rm -rf ~/.cache/deno
deno cache --reload main.ts

## Check what's actually being imported
deno info main.ts | grep -i error
Q

My Fresh app works locally but is slow in production. Why?

A

Local vs production differences:

  1. Deno cache - Local has cached modules, production downloads them
  2. Database location - Local database vs remote database latency
  3. Environment variables - Different config values
  4. Memory constraints - Local unlimited, production has limits

Debug production performance:

  • Check Deno Deploy logs for errors
  • Test database queries from production environment
  • Verify all environment variables are set correctly
  • Monitor memory usage over time

Pro tip: Deploy to a staging environment that matches production constraints for accurate testing.

Performance Analysis & Benchmarks

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