LlamaIndex vs Context.dev vs Firecrawl vs Reducto

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

Your tool
LlamaIndex
vs
Competitor 1
Context.dev
Competitor 2
Firecrawl
Competitor 3
Reducto
Compare
4 tools · best value per row highlighted
Your tool LlamaIndex
llamaindex.ai
Connect AI to your data
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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 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 Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
324Kvisits/mo
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MoM change
▼ 21.0%
▲ 26.4%
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6-month growth
-29.5%
-68.4%
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Global rank web
#118,014
#3,017,624
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Avg. last 3 months
398.3K
4.7K
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Bounce rate lower is better
46%
0%
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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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LlamaIndexContext.devFirecrawlReducto
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
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Starting price
Free tier
$19per month · free tier available
$16per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
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TextWeb pages
DocumentsImages
Output
DataText
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DataText
DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Web Scraping
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
12
7
9
13
Developer tools
APIs
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Text extraction
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Agents
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Data extraction
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Document data extraction
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Document processing
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Web scraping
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Website crawling
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OCR
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Webscraping
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Data structuring
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Document analysis
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LLM development
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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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Document organization
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Financial document analysis
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Information retrieval
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Invoice data extraction
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Medical data extraction
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Research
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Sec filings analysis
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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
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Saves
0
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Reviews
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Prompts
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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.