Langflow vs llama.cpp vs ChatNode

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

Your tool
Langflow
vs
Competitor 1
llama.cpp
Competitor 2
ChatNode
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
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.
Competitor 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
215.3Kvisits/mo
—
7.9Kvisits/mo
MoM change
▼ 0.7%
—
▼ 56.0%
6-month growth
-4.9%
—
-13.9%
Global rank web
#217,191
—
#1,061,283
Avg. last 3 months
225.2K
—
12.2K
Bounce rate lower is better
44%
—
39%
Pages / visit
2.2
—
4.9
Visit duration
1m 04s
—
2m 20s
Traffic sources
● Direct 76% · ● Referral 24%
—
● Direct 97% · ● Mail 3%
Langflowllama.cppChatNode
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 · 7.9K1K10K100K1MLangflow · 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 · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Free Trial
Starting price
Free
Free
$35per month
Free tier
–
Free trial
–
–
API access
Plans
—
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
Text
ImagesText
DocumentsTextWeb pages
Output
Apps
Text
Apps
Skill level
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
7
Agents
–
Chatbots
–
Developer tools
–
LLM development
–
APIs
–
Customer support
–
–
Customer support chatbot
–
–
No-code
–
–
Agent creation
–
–
Development
–
–
Website to chatbot
–
–
Workflows
–
–
Chatbot building
–
–
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.