Dify vs ChatNode vs Chatbase vs Cloudgeni
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Dify
vs
Dify
Competitor 1
ChatNode
ChatNode
Competitor 2
Chatbase
Chatbase
Competitor 3
Cloudgeni
CloudgeniCompare
4 tools · best value per row highlighted
Competitor
ChatNode
ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
7.9Kvisits/mo
402.2Kvisits/mo
933visits/mo
MoM change
▼ 16.6%
▼ 56.0%
▲ 2.0%
▼ 23.2%
6-month growth
-30.6%
-13.9%
-12.4%
—
Global rank web
#39,510
#1,061,283
#84,220
#13,519,090
Avg. last 3 months
1.1M
12.2K
412.6K
843
Bounce rate lower is better
41%
39%
44%
33%
Pages / visit
4.4
4.9
6.9
1.7
Visit duration
6m 40s
2m 20s
4m 34s
27s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
—
DifyChatNodeChatbaseCloudgeni
Pricing
Model
Freemium
Free Trial
Freemium
Paid
Starting price
$590per month · free tier available
$35per month
$40per month · free tier available
$449per month
Free tier
–
–
Free trial
–
API access
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
—
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
DocumentsTextWeb pages
CodeDataText
Output
Apps
Apps
AppsText
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
9
9
10
7
Agents
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
No-code
–
–
Chatbot building
–
–
Chatbot integration
–
–
Developer tools
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Cloud infrastructure
–
–
–
DevOps
–
–
–
Workflows
–
–
–
Customer support automation
–
–
–
GitHub pull requests
–
–
–
Infrastructure monitoring
–
–
–
Knowledge bases
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Development
–
–
–
Productivity
–
–
–
Sales
–
–
–
Sre
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 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.