LlamaIndex vs Docsumo vs Langflow vs Reducto

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

Your tool
LlamaIndex
vs
Competitor 1
Docsumo
Competitor 2
Langflow
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 Docsumo
docsumo.com
Docsumo is a document AI platform that turns incoming paperwork into structured data.
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
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
—
215.3Kvisits/mo
—
MoM change
▼ 21.0%
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▼ 0.7%
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6-month growth
-29.5%
—
-4.9%
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Global rank web
#118,014
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#217,191
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Avg. last 3 months
398.3K
—
225.2K
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Bounce rate lower is better
46%
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44%
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Pages / visit
2.8
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2.2
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Visit duration
1m 57s
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1m 04s
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Traffic sources
● Direct 74% · ● Referral 20%
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● Direct 76% · ● Referral 24%
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LlamaIndexDocsumoLangflowReducto
0117.7K235.4K353K470.7KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Free
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Starting price
Free tier
Free tier
Free
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Free tier
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Free trial
–
–
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API access
Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Free CustomBusiness Custom/moEnterprise Custom/mo
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Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
Documents
Text
DocumentsImages
Output
DataText
Data
Apps
DataDocuments
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Productivity & OfficeAI Document Extraction
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
11
9
13
Data extraction
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Document data extraction
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Document processing
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Agents
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Developer tools
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OCR
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APIs
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LLM development
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Text extraction
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Development
–
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Invoice data extraction
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Workflows
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Document organization
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No-code
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–
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Agent creation
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–
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Bank statement analysis
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–
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Chatbots
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–
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Data structuring
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–
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Data verification
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–
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Document analysis
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–
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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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Sec filings analysis
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.