Staxly

Anthropic API vs Firecrawl

API for Claude — frontier models for chat, tool use, agents, and long-context reasoning
vs. AI-native web scraping + crawling API — LLM-ready data extraction

Anthropic website ↗Firecrawl website ↗

Pricing tiers

Anthropic API

Opus 4.7 — usage
Input $5 / output $25 / cache-write $6.25 / cache-read $0.50 per 1M tokens. Batch = 50% off.
Custom
Sonnet 4.6 — usage
Input $3 / output $15 / cache-write $3.75 / cache-read $0.30 per 1M tokens. Batch = 50% off.
Custom
Haiku 4.5 — usage
Input $1 / output $5 / cache-write $1.25 / cache-read $0.10 per 1M tokens. Batch = 50% off.
Custom
Anthropic website ↗

Firecrawl

Free
500 credits one-time. 2 concurrent requests. For exploration.
Free
Self-Hosted (OSS)
AGPL-3.0 licensed. Run on your own infra.
$0 base (usage-based)
Hobby
$19/month ($16 annual). 3,000 credits/month. 5 concurrent.
$19/mo
Standard
$99/month ($83 annual). 100,000 credits. 50 concurrent. Most popular.
$99/mo
Growth
$399/month ($333 annual). 500,000 credits. 100 concurrent.
$399/mo
Enterprise
Custom. Dedicated support + SLA, bulk discounts, zero-data retention, SSO, advanced security.
Custom
Firecrawl website ↗

Free-tier quotas head-to-head

Comparing opus-4-7 on Anthropic API vs free on Firecrawl.

MetricAnthropic APIFirecrawl
discount batch50 % off—

Features

Anthropic API · 0 features

    Firecrawl · 16 features

    • Batch Scrape — Scrape many URLs in parallel.
    • Crawl — Crawl an entire site following links. Returns all pages.
    • Custom Headers/Cookies — Scrape behind login via headers.
    • Deep Research (beta) — AI agent that autonomously researches a query across many sites.
    • Extract (AI) — Structured extraction with a JSON schema → Firecrawl runs LLM for you.
    • JavaScript Rendering — Headless browser handles SPAs, React/Vue sites.
    • LLM-Ready Markdown — Cleaned + normalized Markdown optimized for LLM ingestion.
    • Map — Fast — returns all URLs on a site without fetching content.
    • MCP Server — Official MCP for Claude / Cursor / Agents.
    • Open Source (AGPL) — Self-host the entire stack via Docker.
    • PDF Parsing — Extract text from PDFs.
    • Residential Proxies — Bypass anti-bot + geoblocks (paid).
    • Scrape — Single URL → clean markdown/JSON/HTML.
    • Screenshots — Visual screenshot alongside content.
    • Search (beta) — Google-like search API returning results + content.
    • Structured Output — Extract to JSON schema via LLM.

    Developer interfaces

    KindAnthropic APIFirecrawl
    CLIClaude Code CLIFirecrawl CLI
    SDKGo SDK, Java SDK, Python SDK, Ruby SDK, TypeScript SDK (@anthropic-ai/sdk)firecrawl-go, firecrawl-js, firecrawl-py
    RESTAWS Bedrock, Google Vertex AI, Microsoft Azure AI, REST API (Messages + Agents)Firecrawl REST API
    MCP—Firecrawl MCP Server
    Staxly is an independent catalog of developer platforms. Outbound links to Anthropic API and Firecrawl are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.

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