Chatbase vs ChatNode vs Vapi vs Voiceflow

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

Your tool
Chatbase
vs
Competitor 1
ChatNode
Competitor 2
Vapi
Competitor 3
Voiceflow
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
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 Vapi
vapi.ai
Vapi is a developer platform for building, testing and deploying voice AI agents that talk to customers on the phone.
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
7.9Kvisits/mo
—
385Kvisits/mo
MoM change
▲ 2.0%
▼ 56.0%
—
▼ 5.8%
6-month growth
-12.4%
-13.9%
—
-35.3%
Global rank web
#84,220
#1,061,283
—
#93,201
Avg. last 3 months
412.6K
12.2K
—
407.5K
Bounce rate lower is better
44%
39%
—
38%
Pages / visit
6.9
4.9
—
5.2
Visit duration
4m 34s
2m 20s
—
3m 07s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 97% · ● Mail 3%
—
● Direct 75% · ● Referral 24%
ChatbaseChatNodeVapiVoiceflow
0150K300K450.1K600.1KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1K10K100K1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$40per month · free tier available
$35per month
$29per month
Free tier
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
No Success Package FreeCore $29/moPro $999/moPremier Custom
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Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
AudioText
DocumentsText
Output
AppsText
Apps
AppsAudio
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingVoice & SpeechAI Call CenterAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
10
7
7
13
Customer support
Customer support chatbot
–
Agents
–
Chatbots
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Chatbot building
–
Website to chatbot
–
Voice agents
–
–
Call agents
–
–
Call center automation
–
–
Calls
–
–
Chatbot integration
–
–
No-code
–
–
Call answering
–
–
Agent creation
–
–
–
Customer calls
–
–
–
Shopify customer support
–
–
–
Sales
–
–
–
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.