CrewAI vs ChatNode vs Make vs LangGraph
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CrewAI
vs
CrewAI
Competitor 1
ChatNode
ChatNode
Competitor 2
Make
Make
Competitor 3
LangGraph
LangGraphCompare
4 tools · best value per row highlighted
Your tool
CrewAI
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.
Competitor
ChatNode
ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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.
Traffic estimated monthly website traffic
Monthly visits
476.6Kvisits/mo
7.9Kvisits/mo
69visits/mo
—
MoM change
▼ 10.3%
▼ 56.0%
▼ 100.0%
—
6-month growth
-5.3%
-13.9%
-100.0%
—
Global rank web
#107,487
#1,061,283
#7,796
—
Avg. last 3 months
564.3K
12.2K
3.7M
—
Bounce rate lower is better
46%
39%
30%
—
Pages / visit
2.6
4.9
8.4
—
Visit duration
1m 32s
2m 20s
7m 47s
—
Traffic sources
● Direct 75% · ● Referral 23%
● Direct 97% · ● Mail 3%
● Direct 91% · ● Referral 6%
—
CrewAIChatNodeMakeLangGraph
Pricing
Model
Free
Free Trial
Freemium
Freemium
Starting price
Free
$35per month
$6per month · free tier available
$39per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
Plans
Basic FreeEnterprise $0
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Developer FreePlus $39/moEnterprise Custom
Capabilities input → output
Input
Text
DocumentsTextWeb pages
DataText
Code
Output
AppsCode
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
9
9
9
8
Agents
Agent creation
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Workflows
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No-code
–
–
Agent collaboration
–
–
Developer tools
–
–
Agent management
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Process automation
–
–
–
API integrations
–
–
–
Agent memory
–
–
–
Chatbots
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
Website to chatbot
–
–
–
Agent testing
–
–
–
Chatbot building
–
–
–
Chatbot integration
–
–
–
Development
–
–
–
LLM development
–
–
–
Marketing automation
–
–
–
Self hosted
–
–
–
Zapier assistance
–
–
–
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.