Unstructured vs Docsumo vs Reducto vs LlamaIndex

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

Your tool
Unstructured
vs
Competitor 1
Docsumo
Competitor 2
Reducto
Competitor 3
LlamaIndex
Compare
4 tools · best value per row highlighted
Your tool Unstructured
unstructured.io
Unstructured is a data platform that turns messy documents into structured, AI-ready data.
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Competitor Docsumo
docsumo.com
Docsumo is a document AI platform that turns incoming paperwork into structured data.
Make main Remove
Competitor Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
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Competitor LlamaIndex
llamaindex.ai
Connect AI to your data
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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324Kvisits/mo
MoM change
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▼ 21.0%
6-month growth
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-29.5%
Global rank web
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#118,014
Avg. last 3 months
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398.3K
Bounce rate lower is better
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46%
Pages / visit
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2.8
Visit duration
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1m 57s
Traffic sources
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● Direct 74% · ● Referral 20%
UnstructuredDocsumoReductoLlamaIndex
0117.7K235.4K353K470.7KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Starting price
Free tier
Free tier
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Free tier
Free tier
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Free trial
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API access
Plans
Free FreePay-As-You-Go $0.02Business Custom
Free CustomBusiness Custom/moEnterprise Custom/mo
Standard CustomGrowth CustomEnterprise Custom
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Capabilities input → output
Input
DocumentsImages
Documents
DocumentsImages
DocumentsImages
Output
Data
Data
DataDocuments
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Document Extraction
Productivity & OfficeAI Document Extraction
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
9
11
13
12
Document data extraction
Document processing
Data extraction
OCR
Developer tools
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Text extraction
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APIs
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Agents
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Document analysis
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Invoice data extraction
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Document organization
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Bank statement analysis
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Data structuring
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Data verification
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LLM development
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Development
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Financial document analysis
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Information retrieval
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Lending document analysis
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Medical data extraction
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RAG
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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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0
Reviews
0
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Prompts
0
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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.