Semantic Kernel vs LangChain vs LlamaIndex vs Reducto

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

Your tool
Semantic Kernel
vs
Competitor 1
LangChain
Competitor 2
LlamaIndex
Competitor 3
Reducto
Compare
4 tools · best value per row highlighted
Your tool Semantic Kernel
learn.microsoft.com
Semantic Kernel is a lightweight, open-source development kit from Microsoft for building AI agents and adding AI models to existing C#, Python or Java codebases.
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Competitor LangChain
langchain.com
Framework for building with large language models
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Competitor 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.
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Traffic estimated monthly website traffic
Monthly visits
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3.4Mvisits/mo
324Kvisits/mo
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MoM change
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▲ 0.7%
▼ 21.0%
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6-month growth
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+21.0%
-29.5%
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Global rank web
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#13,384
#118,014
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Avg. last 3 months
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3.3M
398.3K
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Bounce rate lower is better
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42%
46%
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Pages / visit
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6.2
2.8
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Visit duration
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5m 29s
1m 57s
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Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 74% · ● Referral 20%
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Semantic KernelLangChainLlamaIndexReducto
0850.7K1.7M2.6M3.4MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324K100K1M10MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
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Starting price
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$39per month · free tier available
Free tier
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Free tier
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Free trial
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API access
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Plans
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Developer FreePlus $39/moEnterprise Custom/mo
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
DocumentsImages
DocumentsImages
Output
Apps
Apps
DataText
DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
12
13
Developer tools
Agents
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LLM development
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Agent creation
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Data extraction
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Document data extraction
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Document processing
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OCR
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Text extraction
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Development
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APIs
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Data structuring
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Document analysis
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API integrations
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Agent testing
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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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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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▲ 1
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Saves
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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.