ChatNode vs llama.cpp vs FastBots vs Voiceflow

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

Your tool
ChatNode
vs
Competitor 1
llama.cpp
Competitor 2
FastBots
Competitor 3
Voiceflow
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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 FastBots
fastbots.ai
FastBots is a no-code platform for building AI-powered chatbots trained on your own business data
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
—
110.6Kvisits/mo
385Kvisits/mo
MoM change
▼ 56.0%
—
▲ 6.8%
▼ 5.8%
6-month growth
-13.9%
—
+13.2%
-35.3%
Global rank web
#1,061,283
—
#400,314
#93,201
Avg. last 3 months
12.2K
—
101.3K
407.5K
Bounce rate lower is better
39%
—
39%
38%
Pages / visit
4.9
—
1.8
5.2
Visit duration
2m 20s
—
7s
3m 07s
Traffic sources
● Direct 97% · ● Mail 3%
—
● Direct 77% · ● Referral 18%
● Direct 75% · ● Referral 24%
ChatNodellama.cppFastBotsVoiceflow
0150K300K450.1K600.1KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Free
Freemium
Freemium
Starting price
$35per month
Free
$33per month
Free tier
Free tier
–
–
Free trial
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Essential $33/moBusiness $75/moPremium $165/moReseller $333/mo
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Capabilities input → output
Input
DocumentsTextWeb pages
ImagesText
DataDocumentsWeb pages
DocumentsText
Output
Apps
Text
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI APIAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
9
13
Customer support
–
Customer support chatbot
–
Chatbots
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Chatbot building
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Website to chatbot
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Agents
–
–
Chatbot integration
–
–
Local AI
–
–
–
Voice agents
–
–
–
Agent creation
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
Knowledge-driven chatting
–
–
–
LLM development
–
–
–
Large language models
–
–
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Lead generation
–
–
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Self hosted
–
–
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APIs
–
–
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Call answering
–
–
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Llama 3 on mac
–
–
–
No-code
–
–
–
Sales chatbots
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.