LlamaIndex vs Firecrawl vs Context.dev

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

Your tool
LlamaIndex
vs
Competitor 1
Firecrawl
Competitor 2
Context.dev
Competitor 3
Suggested competitors for LlamaIndex: LangChain88% CrewAI74% Haystack72% Reducto70% Langflow70% Flowise70% Nanonets70% Dify66%
Compare
3 tools · best value per row highlighted
Your tool LlamaIndex
llamaindex.ai
Connect AI to your data
Remove
Competitor Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
324Kvisits/mo
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—
MoM change
▼ 21.0%
—
▲ 26.4%
6-month growth
-29.5%
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-68.4%
Global rank web
#118,014
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#3,017,624
Avg. last 3 months
398.3K
—
4.7K
Bounce rate lower is better
46%
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0%
Pages / visit
2.8
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Visit duration
1m 57s
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Traffic sources
● Direct 74% · ● Referral 20%
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LlamaIndexFirecrawlContext.dev
0117.7K235.4K353K470.7KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
Free tier
$16per month · free tier available
$19per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
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
Capabilities input → output
Input
DocumentsImages
TextWeb pages
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Output
DataText
DataText
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Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
12
9
7
Developer tools
Agents
Web scraping
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Website crawling
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APIs
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Text extraction
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Data extraction
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Document data extraction
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Document processing
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Webscraping
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LLM development
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OCR
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Web search
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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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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
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.