Ranking the Top 4 Firecrawl Alternatives for AI Agents
Firecrawl Alternatives
The best Firecrawl alternative in 2026 is Scavio (From $30/mo, 50 free signup credits) — one API for 50+ platforms, including Google, YouTube, Amazon, Reddit, TikTok, Instagram and LinkedIn. Below, we compare 4 alternatives on pricing, platform coverage, output quality, and developer experience.
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Pricing and features here are checked against each vendor's public docs. See our methodology.
TLDR: Firecrawl Alternatives
| # | Tool | Price | Best For |
|---|---|---|---|
| 1 | Scavio | From $30/mo, 50 free signup credits | Agents that need search, platform data and site crawls on one key |
| 2 | Jina AI | Token-based; 10M free tokens per new key | RAG pipelines that read one URL or a few search results at a time |
| 3 | Scrapfly | $30/mo, 1,000 free credits | Scraping sites with aggressive bot protection at high volume |
| 4 | Diffbot | Free 10,000 credits/mo; paid from $299/mo | Enterprise teams needing entity recognition and knowledge graph lookups |
This comparison draws on each vendor's public pricing and documentation plus feedback from developer communities. Figures were last checked in 2026 -- verify current pricing on each vendor's site.
Top Firecrawl alternatives in 2026 for AI agents and data pipelines. Firecrawl built a loyal following by turning URLs into clean Markdown for RAG, and it now covers scrape, crawl, map and web search on one credit balance. Teams compare alternatives when they need structured data a web page does not give them, such as Google SERP fields, YouTube transcripts or Amazon and Reddit data, when they want failed pages to cost nothing, or when they need a different price curve. These four tools cover everything from multi-platform data APIs to enterprise knowledge graphs.
Why do teams switch from Firecrawl to Scavio?
These are common themes in Firecrawl user feedback across developer communities.
1. Large crawls can stall or return partial results
Firecrawl's crawl works well on small and mid-sized sites, but users have reported in GitHub issues that jobs on large sites with deep link graphs can hang after discovering thousands of URLs, or finish with partial results. For teams ingesting whole documentation sites or knowledge bases, the usual workaround is to map the site first and scrape it in chunks, which adds the orchestration the crawl endpoint was meant to remove.
2. Credit cost per page depends on format and response
Firecrawl's pricing page (checked 11 October 2026) says 1 credit covers one page on a basic scrape, crawl or map, but the JSON, Question and Highlight formats add 4 credits per page, so a structured-extraction page costs 5 credits. A page that responds with an error status such as 403 or 404 is still returned and costs 1 credit; only a scrape that returns no result is free. Credits do not roll over on the Hobby, Standard or Growth plans, so an unused balance resets each month. Budgeting a large crawl means estimating how many pages will error and which format you need before you start.
3. Search returns web pages, not structured platform data
Firecrawl has a search endpoint: it returns web, news and image results for 2 credits per 10 results and can scrape each result to Markdown in the same call. What it returns is pages. Its docs do not describe structured Google SERP fields such as a knowledge graph, People Also Ask or AI Overview, and there are no dedicated endpoints for YouTube transcripts, Amazon products, Reddit threads or TikTok profiles. Agents that need those as typed JSON still end up parsing those sites themselves or adding a second vendor.
Looking for a Firecrawl alternative?
50 free credits on signup. No credit card required.
Try Scavio FreeWhat are the best Firecrawl alternatives in 2026?
#1
Scavio
Google SERP data, 50+ platform APIs, and crawl, map and batch to Markdown
Scavio works as a Firecrawl alternative for teams that need more than page content. For crawling it covers the same ground: map lists a site's URLs from its sitemaps for 1 credit, crawl extracts same-site pages to Markdown, text or HTML as a job with a status URL or signed webhook, and batch extracts up to 1,000 URLs you already have. Each successful page costs 1 credit, and failed, 404 and robots-skipped pages cost nothing, where Firecrawl bills a 403 or 404 page.
Beyond pages, the same key returns Google SERP data with knowledge graph, People Also Ask and AI Overview as structured fields, plus 50+ platform APIs such as YouTube transcripts, Amazon products, Reddit threads and TikTok profiles. The MCP server exposes 250+ tools and the langchain-scavio package slots into an existing LangChain pipeline. Paid plans start at $30 a month for 7,000 credits ($24 a month billed yearly). The trade-offs are a smaller free tier (50 credits once), no JSON extraction formats on crawl results, and a 3-day window to collect results.
What we liked
- Crawl, map and batch at 1 credit per successful page; failed, 404 and robots-skipped pages are free
- Structured Google SERP fields (knowledge graph, People Also Ask, AI Overview) as typed JSON
- 50+ platform APIs on the same key: YouTube, Amazon, Walmart, Reddit, TikTok, Instagram, LinkedIn and more
- MCP server with 250+ tools and a native langchain-scavio package for agent frameworks
What could be better
- Crawl, map and batch returned as Markdown, text or HTML only; no JSON or LLM extraction formats on crawl results
- Results are kept for 3 days after a crawl or batch finishes, so pages must be copied out within that window
- Robots.txt is always obeyed on crawl and map with no override, and pages per crawl are capped by plan (10 on Free up to 10,000 on Growth)
- Free tier is 50 credits once, where Firecrawl's free plan refreshes 1,000 credits every month
- Smaller community and fewer third-party tutorials compared to Firecrawl's ecosystem
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free | $0 | 50 credits, one-time | No credit card required, 1 request/s, Up to 10 pages per crawl |
| Pay As You Go | $0.01 per credit | Buy as needed | 1 request/s, Up to 100 pages per crawl |
| Project | $30/mo ($24/mo billed yearly) | 7,000 credits/mo | 5 requests/s, Email support, Up to 500 pages per crawl |
| Bootstrap | $100/mo ($79/mo billed yearly) | 28,000 credits/mo | 10 requests/s, Email support, Up to 2,000 pages per crawl |
| Startup | $250/mo ($199/mo billed yearly) | 85,000 credits/mo | 15 requests/s, Priority support, Up to 5,000 pages per crawl |
| Growth | $500/mo ($399/mo billed yearly) | 200,000 credits/mo | 50 requests/s, Priority support, Up to 10,000 pages per crawl |
| Enterprise | Custom | Custom | Custom credits and rate limits, Dedicated account manager |
Our verdict
Scavio is the strongest Firecrawl alternative for teams whose agents need structured data next to page content. It matches Firecrawl's crawl, map and batch flows at about the same 1 credit per page, bills only pages that come back, and adds Google SERP fields and 50+ platform APIs that Firecrawl does not offer. Stay with Firecrawl if you need JSON extraction on crawled pages or a free plan that refreshes monthly; choose Scavio if one key for search, platform data and crawling matters more.
#2
Jina AI
URL-to-Markdown reader plus a web search endpoint, billed by tokens
Jina AI's Reader is the simplest Firecrawl alternative to try: prepend r.jina.ai to a URL and get the page back as LLM-friendly Markdown, with no API key needed at 20 requests per minute. Its default engine executes client-side JavaScript before extraction, and a direct engine skips that for speed. s.jina.ai searches the web and returns the top five results with their URLs and contents.
Pricing is token-based: every new API key comes with 10M free tokens, Reader requests are counted by output tokens, and each search request costs a fixed amount starting at 10,000 tokens. What it lacks next to Firecrawl is crawling: Reader takes one URL per request, so mapping or crawling a whole site is left to your own code, and search returns page text rather than structured SERP fields.
What we liked
- Free to try with no API key at 20 requests per minute, and 10M free tokens with a new key
- Default engine executes client-side JavaScript before extraction
- Simple r.jina.ai/{url} and s.jina.ai/?q= patterns need almost no integration code
- Search endpoint returns the top five results with page contents in one call
What could be better
- One URL per request; no map, crawl or batch jobs
- Search returns five results with page text, not structured SERP fields such as People Also Ask
- Token-based billing makes the cost of a page depend on its length
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| No key | $0 | Reader at 20 RPM | No API key needed, Reader only |
| Free key | $0 | 10M tokens | Reader at 500 RPM, Search at 100 RPM |
| Premium | Token-based | Token packages | Reader up to 5,000 RPM, Search up to 1,000 RPM |
Our verdict
Jina Reader is the lightest-weight Firecrawl alternative: free to try, no SDK, and it executes JavaScript by default. It fits RAG prototypes and agents that read one page or a handful of search results at a time. It is not a crawler, so whole-site ingestion means building your own URL discovery and job handling.
#3
Scrapfly
Scraping, crawler and extraction APIs with anti-bot handling
Scrapfly is a general-purpose scraping platform with separate Web Scraping, Crawler, Extraction and Screenshot APIs, and its differentiator is anti-bot handling: its Unblocker (formerly ASP) adjusts each request for sites with bot protection. Output is not limited to HTML: the scrape API returns raw HTML, clean HTML, Markdown, text or JSON, and it can run LLM extraction prompts or predefined extraction models for products, articles and reviews.
Paid plans start at Discovery, $30 a month for 200,000 API credits, after 1,000 free credits at signup. The catch is that a credit is a unit, not a page: the Unblocker and other options raise the credit price of a request, so a protected page costs more than a plain one. Like Firecrawl, it works on pages rather than returning structured SERP or platform data.
What we liked
- Unblocker for sites with bot protection, tuned per request
- Markdown, text, clean HTML or JSON output, plus LLM extraction prompts
- Dedicated Crawler API alongside the scrape, extraction and screenshot APIs
- Large credit allowances: 200,000 credits on the $30 Discovery plan
What could be better
- Credit price per request rises with the Unblocker and other options, which makes page budgets harder to predict
- Free tier is 1,000 credits once, not monthly
- No structured SERP fields or platform data APIs
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free | $0 | 1,000 credits, one-time | No credit card required |
| Discovery | $30/mo | 200,000 credits | Renews monthly |
| Pro | $100/mo | 1,000,000 credits | Renews monthly |
| Startup | $250/mo | 2,500,000 credits | Renews monthly |
| Enterprise | $500/mo | 5,500,000 credits | Renews monthly |
Our verdict
Scrapfly is the right Firecrawl alternative when bot-protected sites are your main failure mode and you want large credit allowances. It returns Markdown and runs LLM extraction, so it is closer to Firecrawl than its raw-HTML reputation suggests. Test your real targets before budgeting, because protected pages cost more credits per request.
#4
Diffbot
AI-powered extraction plus a Knowledge Graph of companies, people and products
Diffbot is an extraction and knowledge graph platform aimed at enterprise research, so it competes with Firecrawl at a different price point. Its automatic extraction identifies article, product, discussion and other page types without site-specific parsers and returns field-level structured output that Firecrawl's Markdown does not. The Knowledge Graph lets you query companies, people, products and organizations and the relationships between them.
Diffbot's pricing page lists a free plan with 10,000 credits a month and no credit card, with all four APIs including the Knowledge Graph. Paid plans are Startup at $299 a month for 250,000 credits and Plus at $899 a month for 1,000,000 credits, with Enterprise on custom terms. For a small team that only needs pages as Markdown, the jump from free to $299 is steep.
What we liked
- Automatic extraction classifies page types and returns structured fields without site-specific parsers
- Knowledge Graph for entity lookups and relationship mapping
- Free plan with 10,000 credits a month includes all four APIs, Knowledge Graph included
- Enterprise plan with custom volume, rate limits and support
What could be better
- Paid plans start at $299 a month, far above Firecrawl's $16-19 Hobby plan
- No plan between the free tier and $299 a month
- Built for entity and page extraction, not search results or social platform data
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free | $0 | 10,000 credits/mo | All four APIs, Knowledge Graph included, No credit card required |
| Startup | $299/mo | 250,000 credits/mo | All four APIs, $0.001 per extra credit |
| Plus | $899/mo | 1,000,000 credits/mo | All four APIs, $0.0009 per extra credit |
| Enterprise | Custom | Custom | Custom volume, rate limits and support |
Our verdict
Diffbot is the Firecrawl alternative for teams that need structured extraction with automatic page-type classification and a knowledge graph for entity research. The free plan makes it easy to evaluate, Knowledge Graph included. But paid plans start at $299 a month, so it suits teams whose budget is set by data quality rather than price per page.
How does Scavio compare to Firecrawl?
Check marks indicate the feature is available. X marks indicate it is not.
| Feature | Scavio | Firecrawl |
|---|---|---|
| Search engine support | Google SERP plus 50+ platform APIs | Web, news and image search (2 credits per 10 results) |
| Structured SERP data | Knowledge Graph, PAA, AI Overview | |
| YouTube Transcripts | Dedicated transcript API | |
| Amazon Product Data | Structured product details | |
| Crawl, map and batch | 1 credit per successful page; failed pages free | 1 credit per page; 403/404 pages billed |
| JS Rendering | Advanced mode, same 1 credit per page | Included |
| Output Format | JSON for platform data; Markdown, text or HTML for pages | Markdown, HTML; JSON adds 4 credits per page |
| JSON extraction on crawled pages | Markdown, text or HTML only | JSON, Question and Highlight formats |
| Free tier | 50 credits once | 1,000 credits every month |
| Cost per search | 1 credit per Google search | 2 credits per 10 results |
Looking for a Firecrawl alternative?
50 free credits on signup. No credit card required.
Try Scavio FreeWhen should you stay with Firecrawl?
Firecrawl is the better choice if your work is web pages: it scrapes, crawls, maps and searches on one credit balance, offers JSON and LLM extraction formats on crawled pages, has a free plan that refreshes 1,000 credits every month, and its Standard plan ($83 a month billed yearly for 100,000 credits) is cheap per page at volume.
Scavio is the better choice if your agent needs structured data a page does not give it, such as Google SERP fields, YouTube transcripts, Amazon products or Reddit threads, on the same key as crawling, or if you want failed and 404 pages to cost nothing. Scavio's crawl always obeys robots.txt, keeps results for 3 days and caps pages per crawl by plan, so check those limits against your job first.
How do we compare Firecrawl alternatives?
We compare each tool on the criteria below using its public documentation, pricing pages, and reported developer experience, weighting the factors that matter most for AI agents and search pipelines.
| Criteria | Weight |
|---|---|
| Content extraction quality and JS rendering | 30% |
| Crawl reliability on large and complex sites | 25% |
| Credit cost predictability per operation | 20% |
| Search and discovery capability | 15% |
| Agent framework integration depth | 10% |
We revisit these comparisons when providers change pricing or ship major updates.
What is the final verdict on Firecrawl?
If you want a side-by-side comparison of Scavio and Firecrawl -- feature matrix, pricing, response shapes, and code samples -- read the full Scavio vs Firecrawl comparison. It covers everything listed here in deeper detail.