'Optimize Apify Actor performance: crawl speed, memory usage, concurrency,
Scanned 5/29/2026
Install to Claude Code
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---
name: apify-performance-tuning
description: 'Optimize Apify Actor performance: crawl speed, memory usage, concurrency,
and proxy rotation.
Use when Actors are slow, consuming too much memory, or being blocked by target
sites.
Trigger: "apify performance", "optimize apify actor", "apify slow",
"crawlee concurrency", "apify memory tuning", "scraper performance".
'
allowed-tools: Read, Write, Edit
version: 1.0.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- scraping
- automation
- apify
compatibility: Designed for Claude Code
---
# Apify Performance Tuning
## Overview
Optimize Apify Actors for speed, cost, and reliability. Covers Crawlee concurrency settings, memory profiling, proxy rotation strategies, request batching, and crawler selection for different workloads.
## Prerequisites
- Existing Actor with measurable baseline performance
- Understanding of `apify-sdk-patterns`
- Access to Actor run stats in Apify Console
## Performance Baseline
Measure before optimizing. Key metrics from run stats:
```typescript
const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.run('RUN_ID').get();
console.log({
totalDurationSecs: run.stats?.runTimeSecs,
pagesPerMinute: (run.stats?.requestsFinished ?? 0) / ((run.stats?.runTimeSecs ?? 1) / 60),
failedRequests: run.stats?.requestsFailed,
retryRequests: run.stats?.requestsRetries,
memoryAvgMb: run.stats?.memAvgBytes ? run.stats.memAvgBytes / 1e6 : null,
memoryMaxMb: run.stats?.memMaxBytes ? run.stats.memMaxBytes / 1e6 : null,
computeUnits: run.usage?.ACTOR_COMPUTE_UNITS,
costUsd: run.usageTotalUsd,
});
```
## Instructions
### Step 1: Choose the Right Crawler
| Crawler | Speed | JS Rendering | Memory | Use When |
|---------|-------|-------------|--------|----------|
| `CheerioCrawler` | Very fast | No | Low (~50MB) | Static HTML, SSR pages |
| `PlaywrightCrawler` | Moderate | Yes | High (~200MB/page) | SPAs, dynamic content |
| `PuppeteerCrawler` | Moderate | Yes | High (~200MB/page) | Chromium-specific needs |
| `HttpCrawler` | Fastest | No | Minimal | APIs, JSON endpoints |
```typescript
// Switch from Playwright to Cheerio for 5-10x speed improvement
// (if pages don't require JavaScript rendering)
import { CheerioCrawler } from 'crawlee';
const crawler = new CheerioCrawler({
// Cheerio parses HTML without launching a browser
requestHandler: async ({ $, request }) => {
const title = $('title').text();
await Actor.pushData({ url: request.url, title });
},
});
```
### Step 2: Tune Concurrency
```typescript
const crawler = new CheerioCrawler({
// --- Concurrency controls ---
minConcurrency: 1, // Start with 1 parallel request
maxConcurrency: 50, // Scale up to 50 (CheerioCrawler can handle more)
// For PlaywrightCrawler, use lower values (each page = ~200MB)
// maxConcurrency: 5,
// Auto-scaling pool adjusts between min and max based on system load
autoscaledPoolOptions: {
desiredConcurrency: 10,
scaleUpStepRatio: 0.05, // Increase concurrency 5% at a time
scaleDownStepRatio: 0.05,
maybeRunIntervalSecs: 5,
},
// Rate limiting (protect target site)
maxRequestsPerMinute: 300, // Hard cap
});
```
### Step 3: Optimize Memory
```typescript
// CheerioCrawler memory optimization
const crawler = new CheerioCrawler({
// Don't keep full HTML in memory
requestHandlerTimeoutSecs: 30,
// Process and discard — don't accumulate
requestHandler: async ({ $, request }) => {
// Extract only what you need
const data = {
url: request.url,
title: $('title').text().trim(),
price: parseFloat($('.price').text().replace(/[^0-9.]/g, '')),
};
// Push immediately (don't collect in array)
await Actor.pushData(data);
},
});
// PlaywrightCrawler memory optimization
const playwrightCrawler = new PlaywrightCrawler({
maxConcurrency: 3, // Key: fewer concurrent browsers
launchContext: {
launchOptions: {
headless: true,
args: [
'--disable-gpu',
'--disable-dev-shm-usage',
'--no-sandbox',
'--disable-extensions',
],
},
},
preNavigationHooks: [
async ({ page }) => {
// Block heavy resources to save memory and bandwidth
await page.route('**/*.{png,jpg,jpeg,gif,svg,webp,ico}', route => route.abort());
await page.route('**/*.{css,woff,woff2,ttf}', route => route.abort());
await page.route('**/analytics*', route => route.abort());
await page.route('**/tracking*', route => route.abort());
},
],
postNavigationHooks: [
async ({ page }) => {
// Close unnecessary page resources
await page.evaluate(() => {
window.stop(); // Stop loading remaining resources
});
},
],
});
```
### Step 4: Memory Allocation Strategy
Actor memory affects both performance and cost:
```
CU = (Memory in GB) x (Duration in hours)
CU cost = $0.25 - $0.30 per CU (plan-dependent)
```
| Actor Type | Recommended Memory | Reasoning |
|-----------|-------------------|-----------|
| CheerioCrawler (simple) | 256-512 MB | HTML parsing is lightweight |
| CheerioCrawler (complex) | 512-1024 MB | Large pages, many concurrent |
| PlaywrightCrawler | 2048-4096 MB | Each browser page ~200MB |
| Data processing | 1024-2048 MB | In-memory transforms |
```typescript
// Start low, let the platform auto-scale if needed
const run = await client.actor('user/actor').call(input, {
memory: 512, // Start here for Cheerio
timeout: 3600, // 1 hour max
});
```
### Step 5: Proxy Rotation for Speed and Reliability
```typescript
import { Actor } from 'apify';
// Datacenter proxy (fast, cheap, may be blocked)
const dcProxy = await Actor.createProxyConfiguration({
groups: ['BUYPROXIES94952'],
});
// Residential proxy (slower, expensive, higher success rate)
const resProxy = await Actor.createProxyConfiguration({
groups: ['RESIDENTIAL'],
countryCode: 'US',
});
// Smart rotation: try datacenter first, fall back to residential
const crawler = new CheerioCrawler({
proxyConfiguration: dcProxy, // Start with fast proxy
async failedRequestHandler({ request }, error) {
if (error.message.includes('403') || error.message.includes('blocked')) {
// Re-enqueue with residential proxy
request.userData.useResidential = true;
await crawler.requestQueue.addRequest(request, { forefront: true });
}
},
async requestHandler({ request, session, ...ctx }) {
if (request.userData.useResidential) {
// Switch proxy for this request
session?.retire(); // Force new IP
}
// ... extraction logic
},
});
```
### Step 6: Request-Level Optimizations
```typescript
const crawler = new CheerioCrawler({
// Retry configuration
maxRequestRetries: 3, // Default: 3
requestHandlerTimeoutSecs: 30, // Kill slow pages
// Navigation settings (CheerioCrawler-specific)
additionalMimeTypes: ['application/json'], // Accept JSON responses
suggestResponseEncoding: 'utf-8',
// Session pool (IP rotation and ban detection)
useSessionPool: true,
sessionPoolOptions: {
maxPoolSize: 100, // Sessions in pool
sessionOptions: {
maxUsageCount: 50, // Requests per session
maxErrorScore: 3, // Errors before retiring session
},
},
// Pre-navigation hooks for request modification
preNavigationHooks: [
async ({ request }) => {
// Add headers that help avoid blocks
request.headers = {
...request.headers,
'Accept-Language': 'en-US,en;q=0.9',
'Accept': 'text/html,application/xhtml+xml',
};
},
],
});
```
## Performance Monitoring in Actors
```typescript
import { Actor } from 'apify';
import { log } from 'crawlee';
// Log performance metrics during the crawl
let processedCount = 0;
const startTime = Date.now();
const crawler = new CheerioCrawler({
requestHandler: async ({ request, $ }) => {
processedCount++;
if (processedCount % 100 === 0) {
const elapsed = (Date.now() - startTime) / 1000;
const rate = processedCount / (elapsed / 60);
log.info(`Progress: ${processedCount} pages | ${rate.toFixed(1)} pages/min`);
}
await Actor.pushData({
url: request.url,
title: $('title').text().trim(),
});
},
});
```
## Performance Comparison
| Optimization | Before | After | Impact |
|-------------|--------|-------|--------|
| Cheerio instead of Playwright | 3 pages/min | 30 pages/min | 10x speed |
| Block images/CSS | 5 pages/min | 12 pages/min | 2.4x speed |
| Increase concurrency | 5 pages/min | 25 pages/min | 5x speed |
| Reduce memory 4GB to 512MB | $0.04/run | $0.005/run | 8x cost savings |
| Batch dataset pushes | 1000 API calls | 1 API call | Eliminates rate limits |
## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| Out of memory crash | Too many concurrent browsers | Reduce `maxConcurrency` |
| Slow crawl speed | Low concurrency | Increase `maxConcurrency` |
| High failure rate | Anti-bot blocking | Add proxy, reduce concurrency |
| Expensive runs | Over-provisioned memory | Profile and reduce allocation |
| Stalled crawl | Request handler timeout | Set `requestHandlerTimeoutSecs` |
## Resources
- [Crawlee Performance Guide](https://crawlee.dev/js/docs/guides/configuration)
- [Actor Memory & Performance](https://docs.apify.com/platform/actors/running/usage-and-resources)
- [Proxy Management](https://docs.apify.com/sdk/js/docs/guides/proxy-management)
## Next Steps
For cost optimization, see `apify-cost-tuning`.
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