Langflow vs ChatNode vs llama.cpp vs Flowise

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
llama.cpp
Competitor 3
Flowise
Compare
4 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 llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Competitor Flowise
flowiseai.com
No-code AI workflows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
7.9Kvisits/mo
—
168.3Kvisits/mo
MoM change
▼ 0.7%
▼ 56.0%
—
▼ 27.6%
6-month growth
-4.9%
-13.9%
—
-14.1%
Global rank web
#217,191
#1,061,283
—
#239,649
Avg. last 3 months
225.2K
12.2K
—
203.8K
Bounce rate lower is better
44%
39%
—
43%
Pages / visit
2.2
4.9
—
2.8
Visit duration
1m 04s
2m 20s
—
1m 23s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 97% · ● Mail 3%
—
● Direct 79% · ● Referral 19%
LangflowChatNodellama.cppFlowise
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 · 7.9KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3K1K10K100K1MLangflow · 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 · 7.9KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free Trial
Free
Freemium
Starting price
Free
$35per month
Free
$35per month · free tier available
Free tier
–
Free trial
–
–
–
API access
Plans
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Free FreeStarter $35/moPro $65/mo
Capabilities input → output
Input
Text
DocumentsTextWeb pages
ImagesText
DocumentsText
Output
Apps
Apps
Text
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
7
10
Agents
–
Chatbots
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No-code
–
–
Agent creation
–
–
Workflows
–
–
Developer tools
–
–
LLM development
–
–
Chatbot building
–
–
Development
–
–
APIs
–
–
Chatbot integration
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Local AI
–
–
–
Agent collaboration
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
Large language models
–
–
–
Self hosted
–
–
–
Website to chatbot
–
–
–
Llama 3 on mac
–
–
–
Workflow deployment
–
–
–
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.