Firecrawl cost tuning

Firecrawl Cost Tuning

Overview

Firecrawl charges credits per operation: 1 credit per scrape, 1 per crawled page, 1 per map call, and variable credits for extract (LLM usage). An unbounded crawl on a large site can consume thousands of credits in minutes. This skill covers concrete techniques to reduce credit consumption by 50-80%.

Credit Cost Table

Operation	Credits	Notes
scrapeUrl	1	Per page, any format
crawlUrl	1 per page	Each discovered page costs 1 credit
mapUrl	1	Regardless of URLs returned
batchScrapeUrls	1 per URL	Same as individual scrape
extract	5+	LLM processing adds cost

Instructions

Step 1: Always Set Crawl Limits

import FirecrawlApp from "@mendable/firecrawl-js";

const firecrawl = new FirecrawlApp({
  apiKey: process.env.FIRECRAWL_API_KEY!,
});

// BAD: no limit — could crawl 100K pages
await firecrawl.crawlUrl("https://docs.large-project.org");
// Cost: potentially 100,000+ credits

// GOOD: bounded crawl
await firecrawl.crawlUrl("https://docs.large-project.org", {
  limit: 50,               // max 50 pages
  maxDepth: 2,             // only 2 levels deep
  includePaths: ["/api/*"], // only API docs
  excludePaths: ["/blog/*", "/changelog/*"],
  scrapeOptions: { formats: ["markdown"] },
});
// Cost: max 50 credits

Step 2: Use Scrape for Known URLs Instead of Crawl

// If you know which pages you need, don't crawl — scrape them directly
const targetUrls = [
  "https://docs.example.com/api/auth",
  "https://docs.example.com/api/users",
  "https://docs.example.com/api/billing",
];

// Cost: 3 credits (one per page)
const results = await firecrawl.batchScrapeUrls(targetUrls, {
  formats: ["markdown"],
});

// vs crawling the whole docs site: potentially 500+ credits

Step 3: Map First, Then Selective Scrape

// Map costs 1 credit and returns up to 30K URLs
const map = await firecrawl.mapUrl("https://docs.example.com");
// Cost: 1 credit

// Filter to only what you need
const apiDocs = (map.links || []).filter(url => url.includes("/api/"));
console.log(`${map.links?.length} total URLs, only ${apiDocs.length} are API docs`);

// Scrape only relevant pages
const results = await firecrawl.batchScrapeUrls(apiDocs.slice(0, 20), {
  formats: ["markdown"],
});
// Cost: 1 (map) + 20 (scrape) = 21 credits
// vs blind crawl: could be 500+ credits

Step 4: Cache to Prevent Re-Scraping

import { createHash } from "crypto";

const cache = new Map<string, { content: string; timestamp: number }>();
const CACHE_TTL = 24 * 3600 * 1000; // 24 hours

async function cachedScrape(url: string): Promise<string> {
  const key = createHash("md5").update(url).digest("hex");
  const cached = cache.get(key);

  if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
    return cached.content; // Free — no API call
  }

  const result = await firecrawl.scrapeUrl(url, { formats: ["markdown"] });
  if (result.markdown) {
    cache.set(key, { content: result.markdown, timestamp: Date.now() });
  }
  return result.markdown || "";
}
// Typical savings: 50-80% credit reduction for recurring scrapes

Step 5: Monitor Credit Consumption

set -euo pipefail
# Check current credit balance
curl -s https://api.firecrawl.dev/v1/team/credits \
  -H "Authorization: Bearer $FIRECRAWL_API_KEY" | jq .

// Daily credit tracker
class CreditBudget {
  private dailyLimit: number;
  private usage = new Map<string, number>();

  constructor(dailyLimit = 1000) {
    this.dailyLimit = dailyLimit;
  }

  canAfford(estimatedCredits: number): boolean {
    const today = new Date().toISOString().split("T")[0];
    const used = this.usage.get(today) || 0;
    return used + estimatedCredits <= this.dailyLimit;
  }

  record(credits: number) {
    const today = new Date().toISOString().split("T")[0];
    this.usage.set(today, (this.usage.get(today) || 0) + credits);
  }

  remaining(): number {
    const today = new Date().toISOString().split("T")[0];
    return this.dailyLimit - (this.usage.get(today) || 0);
  }
}

const budget = new CreditBudget(1000);

// Before each crawl
if (!budget.canAfford(50)) {
  throw new Error(`Daily credit budget exceeded. ${budget.remaining()} credits left`);
}
await firecrawl.crawlUrl(url, { limit: 50 });
budget.record(50);

Step 6: Choose Minimal Formats

set -euo pipefail
# Cheapest: markdown only (1 credit, fastest)
curl -X POST https://api.firecrawl.dev/v1/scrape \
  -H "Authorization: Bearer $FIRECRAWL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url":"https://example.com","formats":["markdown"]}'

# Avoid requesting screenshots, rawHtml, or extract unless needed
# Extract uses LLM calls — significantly more credits

Error Handling

Issue	Cause	Solution
402 Payment Required	Credits exhausted	Check balance, upgrade plan, or wait for reset
Credits drained by one crawl	No limit set	Always set limit and maxDepth
Duplicate scraping costs	Same URLs scraped daily	Implement URL-keyed caching
High per-page cost	Requesting all formats + extract	Use formats: ["markdown"] only
Budget overrun	No daily cap	Implement credit budget tracker

Cost Optimization Summary

Technique	Credit Savings
Set crawl limit	Prevents 100x overages
Map + selective scrape	50-90% vs blind crawl
Cache repeated scrapes	50-80% reduction
Markdown-only format	Fastest, no extras
Batch scrape vs individual	Same cost, less overhead

Resources

• Firecrawl Pricing
• Firecrawl Dashboard
• Rate Limits

Next Steps

For reference architecture, see firecrawl-reference-architecture.