#1 Crawl4AI Alternative

• Key difference

  One price per page, however hard the site

  Crawl4AI Cloud prices each page by the effort it took and sets the level after the call: 0.5 credits for a plain fetch, 1 for a real browser, and 2 when the site fights back, 4x the plain rate. Asking for residential proxies prices a page at 4x. On the $99 Builder plan, 1,000 hard pages cost $1.58. Context.dev Pro is $90 for 100,000 credits and bills every page at 1 credit, $0.90 per 1,000.

• Independent benchmark

  Usable Markdown on 92.1% of pages, against Crawl4AI Cloud’s 88.0%

  In WebCrawlerAPI’s October 2026 test of 806 URLs, Context.dev returned usable content on 92.1% of pages and Crawl4AI Cloud on 88.0%, about 33 more usable pages. With mainContentOnly on, Context.dev led on both measures: 89.7% usable pages and 0.567 extraction F1, against 88.0% and 0.562. See the dated results and source links on our benchmarks page.

• Self-hosting

  Free software, paid proxy bandwidth

  The open-source library ships no proxies, and protected sites often block the datacenter IP your server runs on. At 1 to 2 MB per page plus 20% for retries, residential bandwidth at $2 to $4 per GB comes to $2.40 to $9.60 per 1,000 protected pages, and block pages still use about 1.1 to 1.3 MB each. Servers, CAPTCHA solving, and upkeep come on top; on Context.dev, proxies and anti-bot handling are part of the 1 credit.

• Concurrency

  5x the concurrent requests for $9 less

  Crawl4AI Cloud Builder runs 20 requests at a time and 600 a minute for $99, and Scale runs 50 at $499. Context.dev Pro runs 100 concurrent requests for $90 and Scale runs 500 for $500, with no per-minute cap on paid plans. A request over the limit returns 429 with a Retry-After header.

• Operations

  No crawler server to patch

  Crawl4AI’s GitHub security advisories page lists 25 advisories published in 2026, 6 rated critical, and the project shipped security releases on August 31, September 23, and October 14. Almost all concern the self-hosted Docker server, so patching is on you when you self-host. Context.dev is a managed API with a public OpenAPI document and at least 90 days of notice before a deprecation.

• Toolkit

  Screenshots, actions, JSON, and page-reading search in one API

  Context.dev Scrape returns Markdown, HTML, screenshots, images, and JSON against your schema from one request, and runs up to five browser actions before capture; Crawl4AI Cloud’s scrape returns Markdown and HTML, and screenshots and scripted actions need the self-hosted library. Context.dev Web Search returns ten results with the passages that answer your query for 2 credits, $1.80 per 1,000 searches on Pro, where Crawl4AI Cloud’s search returns titles, URLs, and snippets. Batches take up to 100,000 URLs, against 10,000 for Cloud jobs.

• Privacy

  Zero data retention, and prices out of soft launch

  Crawl4AI Cloud keeps each request’s parameters and a result summary for 90 days, caches fetched pages in a shared archive, and does not offer zero data retention. Context.dev enables zero data retention on request at no extra credits. Crawl4AI Cloud is also in a soft launch: its plans changed between October 10 and October 18, 2026, and it says prices can change.

Cloud rows compare Context.dev Pro ($90 for 100,000 credits) and Crawl4AI Cloud Builder ($99 for 125,000 credits) at monthly billing. Self-hosted rows assume 1 to 2 MB per page plus 20% for retries through residential proxies at $2 to $4 per GB; the all-in row adds a $126 server, prices bandwidth at $2.50 per GB, and solves a CAPTCHA on 10% of pages. Engineering time is not included.

Full comparison

1. Crawl4AI Cloud figures use its live price table (api.crawl4ai.com/v1/prices): 2 credits for a hard page, where the site fought back, and 0.5 for a plain fetch, at each plan’s price per credit. Crawl4AI sets the level after the call. Context.dev bills 1 credit per page with rendering, managed proxies, and anti-bot handling always on. Each range runs from yearly to monthly billing.
2. Self-hosting the open-source library replaces credits with your own costs. For protected pages, residential proxies alone come to $2.40 to $9.60 per 1,000 (1 to 2 MB per page plus 20% for retries, at $2 to $4 per GB). A full budget at 125,000 pages a month, with a $126 DigitalOcean server, 300 GB at $2.50 per GB, and CAPTCHA solving on 10% of pages at $1.45 per 1,000, is about $894, or $7.15 per 1,000, before engineering time.
3. Crawl4AI Cloud is in a soft launch, and its plans changed between October 10 and October 18, 2026. Plan credits do not roll over, extra credits never expire, each plan caps total monthly credits (500,000 on Builder), and residential proxies price a page at 4x. Pages served from its archive cost 0.25 credits, and Starter at $10 costs the same per hard page as Context.dev Developer and less per plain or browser page.
4. Sources: crawl4ai.com, api.crawl4ai.com/v1/prices, api.crawl4ai.com/docs, decodo.com, 2captcha.com, and digitalocean.com, accessed October 18, 2026. Context.dev brand lookups, if you use them, cost 10 credits each.

Prices and plans checked on October 18, 2026.

• Context.dev vs Browse AIAny URL through one API, at 1 credit per page, instead of recorded robots and premium-site credit multipliers.
• Context.dev vs Jina AIJina bills by output tokens, so long pages cost more. One price per page here, and 38 of 40 agent scrape tasks finished on Scrapingbench against Jina Reader’s 6.
• Context.dev vs TinyFish38 of 40 agent scrape tasks finished in an independent benchmark, against TinyFish’s 31. Crawl, batches, and JSON extraction on one key.