Stack AI vs Chatbase vs Langflow vs ChatNode
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Stack AI
vs
Stack AI
Competitor 1
Chatbase
Chatbase
Competitor 2
Langflow
Langflow
Competitor 3
ChatNode
ChatNodeCompare
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
6.3Kvisits/mo
402.2Kvisits/mo
215.3Kvisits/mo
7.9Kvisits/mo
MoM change
▼ 57.9%
▲ 2.0%
▼ 0.7%
▼ 56.0%
6-month growth
-93.7%
-12.4%
-4.9%
-13.9%
Global rank web
#1,700,092
#84,220
#217,191
#1,061,283
Avg. last 3 months
13.9K
412.6K
225.2K
12.2K
Bounce rate lower is better
39%
44%
44%
39%
Pages / visit
1.8
6.9
2.2
4.9
Visit duration
14s
4m 34s
1m 04s
2m 20s
Traffic sources
—
● Direct 81% · ● Referral 15%
● Direct 76% · ● Referral 24%
● Direct 97% · ● Mail 3%
Stack AIChatbaseLangflowChatNode
Pricing
Model
Freemium
Freemium
Free
Free Trial
Starting price
Free tier
$40per month · free tier available
Free
$35per month
Free tier
–
Free trial
–
API access
Plans
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DataDocumentsText
DocumentsTextWeb pages
Text
DocumentsTextWeb pages
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
5
10
9
7
Agents
No-code
–
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
Workflows
–
–
Agent creation
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Finance workflow automation
–
–
–
Sales
–
–
–
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.