Reducto vs Chat4Data vs Unstructured vs LlamaIndex

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

Your tool
Reducto
vs
Competitor 1
Chat4Data
Competitor 2
Unstructured
Competitor 3
LlamaIndex
Compare
4 tools · best value per row highlighted
Your tool Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Remove
Competitor Chat4Data
airparser.com
Make main Remove
Competitor Unstructured
unstructured.io
Unstructured is a data platform that turns messy documents into structured, AI-ready data.
Make main Remove
Competitor LlamaIndex
llamaindex.ai
Connect AI to your data
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
46.4Kvisits/mo
—
324Kvisits/mo
MoM change
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▼ 4.7%
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▼ 21.0%
6-month growth
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+77.8%
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-29.5%
Global rank web
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#637,750
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#118,014
Avg. last 3 months
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45.8K
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398.3K
Bounce rate lower is better
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37%
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46%
Pages / visit
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2.6
—
2.8
Visit duration
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26s
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1m 57s
Traffic sources
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● Direct 77% · ● Referral 23%
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● Direct 74% · ● Referral 20%
ReductoChat4DataUnstructuredLlamaIndex
0117.7K235.4K353K470.7KChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324K10K100K1MChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Free
Freemium
Freemium
Starting price
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Free
Free tier
Free tier
Free tier
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Free trial
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–
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API access
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Plans
Standard CustomGrowth CustomEnterprise Custom
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Free FreePay-As-You-Go $0.02Business Custom
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Capabilities input → output
Input
DocumentsImages
DocumentsImagesText
DocumentsImages
DocumentsImages
Output
DataDocuments
Data
Data
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Productivity & OfficeAI Document ExtractionAI Workflow
Development & CodeProductivity & OfficeAI Developer ToolsAI Document Extraction
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Tasks what each tool can do · 5 shared · core   partial
Tasks covered
13
8
9
12
Document data extraction
Data extraction
Document processing
OCR
Text extraction
Developer tools
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APIs
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Document analysis
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Invoice data extraction
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Agents
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Data structuring
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Email extraction
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LLM development
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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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Medical data extraction
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RAG
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Sec filings analysis
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Workflows
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Zapier assistance
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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.