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Focused comparison

Olostep
alternatives.

LLM-ready crawling: crawl or scrape pages straight into Markdown/JSON for LLMs and RAG.

OptionModelStarts atFreeFormats / proxy
Olostep referenceSubscription$9 / mo500 requests (trial, no credit card)
mdhtmljsonscreenshotproxy
WebCrawlerAPIPay per page$2 / 1k pagesFree credits on signup
mdhtmljsonproxy
FirecrawlCredits$16 / mo500 one-time credits
mdhtmljsonscreenshotproxy · tiered
Jina ReaderPrepaid tokens$50 / 1B tokens10M tokens with a new API key (non-commercial use only, CC-BY-NC)
mdjsonno proxy
ScrapeGraphAICredits$0 / mo500 API credits, one-time (paid plans from $20 / mo)
mdhtmljsonscreenshotno proxy
Spider CloudPay-as-you-go$350 / moRun requests before you buy (amount not stated on pages visited)
mdscreenshotproxy
01
WebCrawlerAPI

Crawl a whole site and get clean Markdown, HTML or text for LLMs.

Why compare

Crawl-first design and per-page pricing with no seat or monthly minimum.

Watch for

Smaller ecosystem than Firecrawl.

View WebCrawlerAPI →
02
Firecrawl

Turn websites into LLM-ready Markdown and structured data.

Why compare

The reference product in this category; widest integrations.

Watch for

Credits per action vary (extract and stealth cost more). Price a real workload.

View Firecrawl →
03
Jina Reader

Convert any URL to LLM-friendly text by prepending r.jina.ai

Why compare

Jina Reader is a URL-to-LLM-text endpoint with a free API key tier and a companion search endpoint, which makes it a lightweight option for grounding LLMs.

Watch for

Billed in tokens, not pages: $50 buys 1B tokens ($0.05 per 1M), and tokens per page vary with content length, so cost per page is not estimated here. The free 10M tokens are non-commercial only (CC-BY-NC). Published rate limits are 20 RPM without a key, 500 RPM with a key and 5000 RPM on premium.

View Jina Reader →
04
ScrapeGraphAI

AI scraping API: Markdown, screenshots and JSON extraction via prompts

Why compare

Useful to compare against providers that sell Markdown or HTML output, because ScrapeGraphAI bills per credit and charges a flat +5 for stealth rather than a multiplier.

Watch for

Plan 'pages' values are monthly credits, not pages; a scrape costs 1 credit for Markdown, 2 for a screenshot, and extract costs 5 plus any stealth modifier, so credits per page vary by endpoint.

View ScrapeGraphAI →
05
Spider Cloud

Scrape, crawl and search the web on one API, with its own browser and proxies

Why compare

Spider combines crawling, scraping, search, a browser API and residential proxies under one key, so it can be compared against both scraping APIs and proxy/browser providers.

Watch for

Per-endpoint costs, JS and proxy multipliers, page counts per plan and HTML/JSON output support are not stated on the pages visited, so the plans and multipliers are left null until the Scrape and Crawl API docs are checked.

View Spider Cloud →