Langflow vs Chatbase vs Botpress vs ChatNode

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

Your tool
Langflow
vs
Competitor 1
Chatbase
Competitor 2
Botpress
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
402.2Kvisits/mo
359.8Kvisits/mo
7.9Kvisits/mo
MoM change
▼ 0.7%
▲ 2.0%
▼ 5.1%
▼ 56.0%
6-month growth
-4.9%
-12.4%
-17.4%
-13.9%
Global rank web
#217,191
#84,220
#153,242
#1,061,283
Avg. last 3 months
225.2K
412.6K
371.2K
12.2K
Bounce rate lower is better
44%
44%
51%
39%
Pages / visit
2.2
6.9
1.8
4.9
Visit duration
1m 04s
4m 34s
33s
2m 20s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 15%
● Direct 86% · ● Referral 14%
● Direct 97% · ● Mail 3%
LangflowChatbaseBotpressChatNode
0156.6K313.2K469.8K626.4KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free Trial
Starting price
Free
$40per month · free tier available
Free tier
$35per month
Free tier
–
Free trial
–
API access
–
Plans
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Botpress Pricing $25/mo
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
Text
DocumentsTextWeb pages
DocumentsText
DocumentsTextWeb pages
Output
Apps
AppsText
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
10
8
9
Agents
Chatbots
Customer support
–
Customer support chatbot
–
Chatbot building
–
No-code
–
Chatbot integration
–
Agent creation
–
–
Website to chatbot
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Development
–
–
–
Knowledge bases
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Workflows
–
–
–
APIs
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.