Firecrawl vs Context.dev vs LlamaIndex vs SearchCans

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Firecrawl
vs
Competitor 1
Context.dev
Competitor 2
LlamaIndex
Competitor 3
SearchCans
Compare
4 tools · best value per row highlighted
Your tool Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor LlamaIndex
llamaindex.ai
Connect AI to your data
Make main Remove
Competitor SearchCans
searchcans.com
SearchCans is a search and content-extraction API service for AI workflows.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
324Kvisits/mo
8.8Kvisits/mo
MoM change
—
▲ 26.4%
▼ 21.0%
▼ 9.6%
6-month growth
—
-68.4%
-29.5%
+487.2%
Global rank web
—
#3,017,624
#118,014
#2,433,686
Avg. last 3 months
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4.7K
398.3K
7.4K
Bounce rate lower is better
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0%
46%
40%
Pages / visit
—
—
2.8
1.5
Visit duration
—
—
1m 57s
3s
Traffic sources
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● Direct 74% · ● Referral 20%
—
FirecrawlContext.devLlamaIndexSearchCans
0117.7K235.4K353K470.7KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8K1K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$16per month · free tier available
$19per month · free tier available
Free tier
$18per month · free tier available
Free tier
Free trial
–
–
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API access
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Plans
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Standard $18Starter $99
Capabilities input → output
Input
TextWeb pages
—
DocumentsImages
DocumentsTextWeb pages
Output
DataText
—
DataText
DataText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
12
9
Developer tools
Web scraping
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Website crawling
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Agents
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Webscraping
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APIs
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Document data extraction
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Text extraction
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Data extraction
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Document processing
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Markdown conversion
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LLM development
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–
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OCR
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Web search
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–
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Website interaction
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Website to JSON
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Development
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Information retrieval
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JSON handling
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Markdown
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Markdown formatting
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Medical data extraction
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Research
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.