LlamaIndex vs Semantic Kernel vs CrewAI vs Reducto

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

Your tool
LlamaIndex
vs
Competitor 1
Semantic Kernel
Competitor 2
CrewAI
Competitor 3
Reducto
Compare
4 tools · best value per row highlighted
Your tool LlamaIndex
llamaindex.ai
Connect AI to your data
Remove
Competitor 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.
Make main Remove
Competitor CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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
—
476.6Kvisits/mo
—
MoM change
▼ 21.0%
—
▼ 10.3%
—
6-month growth
-29.5%
—
-5.3%
—
Global rank web
#118,014
—
#107,487
—
Avg. last 3 months
398.3K
—
564.3K
—
Bounce rate lower is better
46%
—
46%
—
Pages / visit
2.8
—
2.6
—
Visit duration
1m 57s
—
1m 32s
—
Traffic sources
● Direct 74% · ● Referral 20%
—
● Direct 75% · ● Referral 23%
—
LlamaIndexSemantic KernelCrewAIReducto
0171.3K342.6K513.9K685.2KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Free
—
Starting price
Free tier
—
Free
—
Free tier
–
–
Free trial
–
–
–
–
API access
Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
—
Basic FreeEnterprise $0
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
CodeText
Text
DocumentsImages
Output
DataText
Apps
AppsCode
DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
12
5
9
13
Developer tools
Agents
–
Agent creation
–
–
Data extraction
–
–
Document data extraction
–
–
Document processing
–
–
LLM development
–
–
OCR
–
–
Text extraction
–
–
Workflows
–
–
Development
–
–
Agent collaboration
–
–
–
APIs
–
–
–
Agent management
–
–
–
Data structuring
–
–
–
Document analysis
–
–
–
No-code
–
–
–
API integrations
–
–
–
Agent testing
–
–
–
Document organization
–
–
–
Financial document analysis
–
–
–
Information retrieval
–
–
–
Invoice data extraction
–
–
–
Medical data extraction
–
–
–
Sec filings analysis
–
–
–
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
–
–
–
–

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.