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Comparison

Last Crawler vs Firecrawl

Compare Last Crawler and Firecrawl for web scraping and AI data extraction. See how edge-native browser rendering beats proxy-based crawling on speed, reliability, and cost.

Last updated 2026-03-27

Verdict

Firecrawl failed 5 out of 6 protected sites in independent testing. Its 5x credit multiplier on JS-heavy pages inflates costs far beyond advertised rates. Last Crawler runs on a trusted edge network with zero blocks and transparent pricing.

Category Scores

LastCrawler
Firecrawl

Anti-Bot Bypass

10
4

Speed

9
6

Structured Output

9
7

Pricing Transparency

9
4

Self-Hosting

7
3

Developer Experience

8
7

Feature Comparison

Feature

LastCrawler

Firecrawl

JSON extraction

Schema-based, AI-powered

LLM-based extraction

Markdown export

Clean content, no boilerplate

Markdown output available

Screenshot capture

Full page + viewport

Screenshot endpoint

Batch crawling

Parallel by default, 1K+ pages

Crawl endpoint available

Anti-bot bypass

Edge-native, zero config

Failed 5/6 protected sites

Credit multiplier

None. 1 page = 1 credit

5x for JS-heavy pages

Self-hosting

Not required

Broken docs, AGPL license

Endpoints

9 (json, markdown, screenshot, pdf, scrape, links, crawl, content, snapshot)

5 main endpoints

MCP Server

Secure MCP server, no API key in URL

MCP available but API key exposed in URL (issue #2900)

Pricing

LastCrawler

~$5 per 10,000 pages. Free during early access. No credit multipliers.

Firecrawl

$16/mo for 500 credits (Starter). Effective cost ~$83/10K pages with JS multiplier. Enterprise pricing opaque.

Best For

LastCrawler

Teams that need reliable extraction from protected sites, transparent pricing, and schema-based JSON output. Ideal for AI agents and RAG pipelines.

Firecrawl

Simple markdown scraping of unprotected pages where cost unpredictability is acceptable.

Ready to switch?

Free during early access. No credit card required.

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