Langflow vs Replicate 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
Replicate
Competitor 2
llama.cpp
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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 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
1Mvisits/mo
—
7.9Kvisits/mo
MoM change
▼ 0.7%
▼ 3.1%
—
▼ 56.0%
6-month growth
-4.9%
-30.2%
—
-13.9%
Global rank web
#217,191
#39,584
—
#1,061,283
Avg. last 3 months
225.2K
1.1M
—
12.2K
Bounce rate lower is better
44%
35%
—
39%
Pages / visit
2.2
5.6
—
4.9
Visit duration
1m 04s
5m 09s
—
2m 20s
Traffic sources
● Direct 76% · ● Referral 24%
● Direct 92% · ● Referral 6%
—
● Direct 97% · ● Mail 3%
LangflowReplicatellama.cppChatNode
0415.2K830.4K1.2M1.7MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Free Trial
Starting price
Free
—
Free
$35per month
Free tier
–
–
Free trial
–
–
–
API access
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Plans
—
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
Text
ImagesText
ImagesText
DocumentsTextWeb pages
Output
Apps
AudioImagesTextVideo
Text
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
3
7
Developer tools
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APIs
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LLM development
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Agents
–
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Chatbots
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Development
–
–
Customer support
–
–
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Customer support chatbot
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–
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No-code
–
–
–
API integrations
–
–
–
Agent creation
–
–
–
Inference
–
–
–
Models
–
–
–
Website to chatbot
–
–
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Workflows
–
–
–
Chatbot building
–
–
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Chatbot integration
–
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Image generation
–
–
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Video generation
–
–
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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
–
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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.