Firecrawl Alternatives for AI Web Scraping — 7 Cheaper Options in 2026

Firecrawl made a name for itself by turning any URL into clean markdown for LLM consumption. But at $83/month for 100K pages (Standard) and $333/month for 500K (Growth), the pricing gets expensive fast when you're building an AI pipeline. Here are 7 Firecrawl alternatives that deliver the same core functionality — web scraping with markdown output, JS rendering, and proxy rotation — at lower cost.

Key Takeaways

• Firecrawl charges $16/month for 3K pages and scales to $333/month for 500K — steep at volume
• SearchHive ScrapeForge delivers scraping at under $0.50/1K pages with search and research bundled in
• ScrapingBee offers 1M base requests for $99/month, but JS rendering costs 5x extra
• Jina AI Reader provides free single-page extraction (1M tokens/day) — no API key needed
• ScrapeGraphAI does AI-powered extraction without selectors, but at $0.34/page for SmartScraper
• Free tiers exist across most alternatives — always test before committing

1. SearchHive ScrapeForge

SearchHive's ScrapeForge handles web scraping with JavaScript rendering, proxy rotation, and clean markdown output — the same core features as Firecrawl. The difference is pricing and what else is included.

Pricing:

• Free: 500 credits (scrape, search, and research)
• Starter: $9/month for 5,000 credits
• Builder: $49/month for 100,000 credits
• Unicorn: $199/month for 500,000 credits
• 1 credit = $0.0001 base rate

At the Builder tier, 100K pages for $49 is 40% cheaper than Firecrawl Standard at $83 for the same volume. And ScrapeForge credits also cover SwiftSearch (search API) and DeepDive (deep research) — three products for less than one Firecrawl plan.

from searchhive import ScrapeForge

client = ScrapeForge(api_key="your-api-key")
result = client.scrape(
    url="https://example.com/blog/post",
    format="markdown",
    js_render=True,
    extract={"title": "h1", "content": "article"}
)
print(result["markdown"][:500])
print("Extracted:", result["extracted"])

ScrapeForge supports batch scraping, custom headers, cookies, webhooks, and output formats optimized for LLM pipelines.

2. ScrapingBee

ScrapingBee has been around since 2019 and focuses on headless Chrome scraping with proxy rotation.

Pricing:

• Freelance: $49/month for 250K credits
• Startup: $99/month for 1M credits
• Business: $249/month for 3M credits
• JS rendering: 5 credits per request
• Premium proxies: 10-25 credits per request
• 1,000 free credits to start

At $99 for 1M base credits, ScrapingBee looks cheap. But JavaScript rendering multiplies cost 5x: a JS-heavy page at Startup tier costs the equivalent of $495/1K actual scraped pages. Firecrawl includes JS rendering in its base price.

import requests

response = requests.get(
    "https://app.scrapingbee.com/api/v1/",
    params={
        "api_key": "your-key",
        "url": "https://example.com/product-page",
        "render_js": "true",
        "extract_rules": '{"title": "h1", "price": ".price-value"}'
    }
)
print(response.json()["body"][:500])

3. ScrapeGraphAI

ScrapeGraphAI uses AI to extract structured data — describe what you want in natural language, get free JSON formatter back. No CSS selectors.

Pricing:

• Free: 50 credits (one-time)
• Starter: $17/month for 60K credits/year (5K/month)
• Growth: $85/month for 480K credits/year
• Pro: $425/month for 3M credits/year
• SmartScraper: 10 credits/page, Markdownify: 2 credits/page, Raw scrape: 2 credits/page

The per-page cost is high. At Starter, 60K credits/year means 6,000 SmartScraper pages/year at $17/month = $0.34/page. Firecrawl is $0.83/1K for basic scraping — ScrapeGraphAI costs 400x more per page for AI extraction.

import requests

response = requests.post(
    "https://api.scrapegraphai.com/v1/smartscraper",
    headers={"Authorization": "Bearer your-key"},
    json={
        "website_url": "https://news.ycombinator.com",
        "user_prompt": "Extract the top 10 stories with title, points, and URL"
    }
)
print(response.json()["extracted_data"])

4. Jina AI Reader

Jina AI Reader converts any URL to clean markdown. It's free for up to 1M tokens/day.

Pricing: Free (1M tokens/day), Pro $0.60/1M tokens. Single-page extraction only.

import requests

response = requests.get(
    "https://r.jina.ai/https://example.com/long-article",
    headers={"Accept": "text/markdown"}
)
print(response.text[:500])

Simplest possible API — append a URL to r.jina.ai/. No crawling, no batch processing, no proxy rotation. Ideal for one-off extractions.

5. Apify

Apify provides a marketplace of pre-built scraping actors for specific platforms — Amazon, Google Maps, Instagram, and hundreds more.

Pricing:

• Free: $5 usage credit
• Starter: $49/month
• Team: $149/month
• Pay-per-use with compute unit billing

from apify_client import ApifyClient

client = ApifyClient("your-token")
run = client.actor("apify/web-scraper").call(run_input={
    "startUrls": [{"url": "https://example.com"}],
    "pageFunction": "async function(page) { return {title: page.title}; }"
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Apify's strength is breadth. If you need a scraper for a specific platform, there's likely a pre-built actor. Weakness: pricing is opaque due to variable compute units.

6. ZenRows

ZenRows focuses on anti-bot bypass — Cloudflare, Datadome, PerimeterX, and similar protections.

Pricing:

• Starter: $49/month for 250K requests
• Professional: $99/month for 750K requests
• Advanced Anti-Bot: 10x credit multiplier
• Premium Proxies: additional cost

import requests

response = requests.get(
    "https://api.zenrows.com/v1/",
    params={
        "apikey": "your-key",
        "url": "https://example.com/protected-page",
        "js_render": "true",
        "antibot": "true"
    }
)
print(response.text[:500])

7. ScrapingFish

ScrapingFish offers transparent per-request pricing for basic and JS-rendered scraping.

Pricing:

• Basic: $0.001/request
• JS rendering: $0.005/request
• Premium proxies: $0.01/request
• $1/month base fee

import requests

response = requests.get(
    "https://api.scrapingfish.com/v1/scrape",
    params={
        "api_key": "your-key",
        "url": "https://example.com",
        "render_js": "true",
        "as_json": "true"
    }
)
print(response.json()["content"][:500])

Comparison Table

Which Alternative Should You Pick?

For AI/LLM pipelines: SearchHive ScrapeForge. Markdown output at 40% less than Firecrawl, with search and research bundled. $49/month covers most production workloads.

For AI-powered extraction without selectors: ScrapeGraphAI. Natural language extraction is powerful for dynamic sites where CSS selectors break.

For raw volume at lowest cost: ScrapingBee at $99/1M base credits (without JS rendering). With JS factored in, SearchHive is cheaper.

For quick single-page extraction: Jina AI Reader. Free, zero setup, works from day one.

For anti-bot heavy targets: ZenRows with its anti-bot bypass capabilities.

Start with SearchHive's free tier — 500 credits, no credit card, full API access. Evaluate the markdown quality and API speed before committing to a paid plan. See pricing and docs.