LlamaIndex vs Reducto vs Nanonets vs Langflow

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

Your tool
LlamaIndex
vs
Competitor 1
Reducto
Competitor 2
Nanonets
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool LlamaIndex
llamaindex.ai
Connect AI to your data
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Competitor Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Make main Remove
Competitor Nanonets
nanonets.com
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
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Traffic estimated monthly website traffic
Monthly visits
324Kvisits/mo
—
291.5Kvisits/mo
215.3Kvisits/mo
MoM change
▼ 21.0%
—
▼ 8.8%
▼ 0.7%
6-month growth
-29.5%
—
+5.3%
-4.9%
Global rank web
#118,014
—
#119,959
#217,191
Avg. last 3 months
398.3K
—
292.8K
225.2K
Bounce rate lower is better
46%
—
40%
44%
Pages / visit
2.8
—
4.6
2.2
Visit duration
1m 57s
—
3m 27s
1m 04s
Traffic sources
● Direct 74% · ● Referral 20%
—
● Direct 85% · ● Referral 11%
● Direct 76% · ● Referral 24%
LlamaIndexReductoNanonetsLangflow
0117.7K235.4K353K470.7KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KNanonets · 310.5KNanonets · 309KNanonets · 346KNanonets · 253.8KNanonets · 276.9KNanonets · 292.2KNanonets · 283.2KNanonets · 267.2KNanonets · 319.7KNanonets · 291.5KLangflow · 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 · 324KNanonets · 310.5KNanonets · 309KNanonets · 346KNanonets · 253.8KNanonets · 276.9KNanonets · 292.2KNanonets · 283.2KNanonets · 267.2KNanonets · 319.7KNanonets · 291.5KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Free
Starting price
Free tier
—
$100per month · free tier available
Free
Free tier
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Free trial
–
–
–
API access
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Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Standard CustomGrowth CustomEnterprise Custom
Starter FreeGrowth CustomCredits Plan $100/mo
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Capabilities input → output
Input
DocumentsImages
DocumentsImages
DocumentsImages
Text
Output
DataText
DataDocuments
Data
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Legal & FinanceProductivity & OfficeAI AccountingAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
12
13
13
9
Data extraction
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Document data extraction
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Document processing
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OCR
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Developer tools
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Text extraction
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Agents
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Workflows
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LLM development
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APIs
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Development
–
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No-code
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–
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Accounting
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–
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Accounting automation
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–
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Agent creation
–
–
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Chatbots
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–
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Data structuring
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–
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Document analysis
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–
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Invoice processing
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Invoices
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Purchase order management
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–
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Document organization
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–
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Financial document analysis
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Image data extraction
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Information retrieval
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Invoice data extraction
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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.