ChatNode vs Dify vs Botpress vs Langflow

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

Your tool
ChatNode
vs
Competitor 1
Dify
Competitor 2
Botpress
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
1Mvisits/mo
359.8Kvisits/mo
215.3Kvisits/mo
MoM change
▼ 56.0%
▼ 16.6%
▼ 5.1%
▼ 0.7%
6-month growth
-13.9%
-30.6%
-17.4%
-4.9%
Global rank web
#1,061,283
#39,510
#153,242
#217,191
Avg. last 3 months
12.2K
1.1M
371.2K
225.2K
Bounce rate lower is better
39%
41%
51%
44%
Pages / visit
4.9
4.4
1.8
2.2
Visit duration
2m 20s
6m 40s
33s
1m 04s
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 84% · ● Referral 15%
● Direct 86% · ● Referral 14%
● Direct 76% · ● Referral 24%
ChatNodeDifyBotpressLangflow
0368.2K736.4K1.1M1.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K1K10K100K1M10MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free
Starting price
$35per month
$590per month · free tier available
Free tier
Free
Free tier
–
Free trial
–
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Botpress Pricing $25/mo
—
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DocumentsText
Text
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
8
9
Agents
Chatbots
No-code
–
Agent creation
–
Customer support
–
–
Customer support chatbot
–
–
Workflows
–
–
Chatbot building
–
–
Developer tools
–
–
LLM development
–
–
Chatbot integration
–
–
Development
–
–
Website to chatbot
–
–
–
APIs
–
–
–
Productivity
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
▲ 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.