LlamaIndex vs Flowise vs LangGraph vs Reducto
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
LlamaIndex
vs
LlamaIndex
Competitor 1
Flowise
Flowise
Competitor 2
LangGraph
LangGraph
Competitor 3
Reducto
ReductoCompare
4 tools · best value per row highlighted
Competitor
LangGraph
LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
Competitor
Reducto
Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Traffic estimated monthly website traffic
Monthly visits
324Kvisits/mo
168.3Kvisits/mo
—
—
MoM change
▼ 21.0%
▼ 27.6%
—
—
6-month growth
-29.5%
-14.1%
—
—
Global rank web
#118,014
#239,649
—
—
Avg. last 3 months
398.3K
203.8K
—
—
Bounce rate lower is better
46%
43%
—
—
Pages / visit
2.8
2.8
—
—
Visit duration
1m 57s
1m 23s
—
—
Traffic sources
● Direct 74% · ● Referral 20%
● Direct 79% · ● Referral 19%
—
—
LlamaIndexFlowiseLangGraphReducto
Pricing
Model
Freemium
Freemium
Freemium
—
Starting price
Free tier
$35per month · free tier available
$39per month · free tier available
—
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
Free FreeStarter $35/moPro $65/mo
Developer FreePlus $39/moEnterprise Custom
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
DocumentsText
Code
DocumentsImages
Output
DataText
Apps
Apps
DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
12
10
8
13
Agents
–
Developer tools
–
Workflows
–
Agent creation
–
–
Data extraction
–
–
Document data extraction
–
–
Document processing
–
–
OCR
–
–
Text extraction
–
–
Agent collaboration
–
–
LLM development
–
–
Development
–
–
No-code
–
–
–
APIs
–
–
–
Agent memory
–
–
–
Chatbot building
–
–
–
Chatbots
–
–
–
Data structuring
–
–
–
Document analysis
–
–
–
Chatbot integration
–
–
–
Document organization
–
–
–
Financial document analysis
–
–
–
Information retrieval
–
–
–
Invoice data extraction
–
–
–
Medical data extraction
–
–
–
Sec filings analysis
–
–
–
Self hosted
–
–
–
Workflow deployment
–
–
–
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.