Langflow vs ChatNode vs AssistLoop

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

Your tool
Langflow
vs
Competitor 1
ChatNode
Competitor 2
AssistLoop
Competitor 3
Suggested competitors for Langflow: Flowise92% Dify88% LangChain85% Haystack82% Stack AI80% Rivet79% LLangdock77% MindStudio76%
Compare
3 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Competitor AssistLoop
assistloop.ai
Businesses wanting AI chatbots for customer support can train AssistLoop on their own knowledge base and have it answer customer questions around the clock
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
7.9Kvisits/mo
3.2Kvisits/mo
MoM change
▼ 0.7%
▼ 56.0%
▲ 88.8%
6-month growth
-4.9%
-13.9%
-16.1%
Global rank web
#217,191
#1,061,283
#10,702,450
Avg. last 3 months
225.2K
12.2K
2.5K
Bounce rate lower is better
44%
39%
45%
Pages / visit
2.2
4.9
1.5
Visit duration
1m 04s
2m 20s
—
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 97% · ● Mail 3%
—
LangflowChatNodeAssistLoop
073.8K147.7K221.5K295.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2K1001K10K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free Trial
Freemium
Starting price
Free
$35per month
$25per month · free tier available
Free tier
–
Free trial
–
–
API access
–
Plans
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeBasic $25/moPro $109/moBusiness $325/mo
Capabilities input → output
Input
Text
DocumentsTextWeb pages
DocumentsTextWeb pages
Output
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
7
Chatbots
Customer support
–
Customer support chatbot
–
Agents
–
Website to chatbot
–
Chatbot building
–
No-code
–
–
Agent creation
–
–
Developer tools
–
–
Development
–
–
FAQ chatbot
–
–
Knowledge-driven chatting
–
–
LLM development
–
–
Workflows
–
–
APIs
–
–
Chatbot integration
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.