Chatbase vs Langflow vs Voiceflow vs Cloudgeni

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

Your tool
Chatbase
vs
Competitor 1
Langflow
Competitor 2
Voiceflow
Competitor 3
Cloudgeni
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
215.3Kvisits/mo
385Kvisits/mo
933visits/mo
MoM change
▲ 2.0%
▼ 0.7%
▼ 5.8%
▼ 23.2%
6-month growth
-12.4%
-4.9%
-35.3%
—
Global rank web
#84,220
#217,191
#93,201
#13,519,090
Avg. last 3 months
412.6K
225.2K
407.5K
843
Bounce rate lower is better
44%
44%
38%
33%
Pages / visit
6.9
2.2
5.2
1.7
Visit duration
4m 34s
1m 04s
3m 07s
27s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 76% · ● Referral 24%
● Direct 75% · ● Referral 24%
—
ChatbaseLangflowVoiceflowCloudgeni
0150K300K450.1K600.1KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 9331001K10K100K1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Paid
Starting price
$40per month · free tier available
Free
Free tier
$449per month
Free tier
–
Free trial
–
API access
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
—
—
—
Capabilities input → output
Input
DocumentsTextWeb pages
Text
DocumentsText
CodeDataText
Output
AppsText
Apps
Apps
Code
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
10
9
13
7
Agents
Chatbots
–
No-code
–
Customer support
–
–
Customer support chatbot
–
–
Chatbot building
–
–
Agent creation
–
–
Developer tools
–
–
Website to chatbot
–
–
Cloud infrastructure
–
–
–
DevOps
–
–
–
Voice agents
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Chatbot integration
–
–
–
Development
–
–
–
GitHub pull requests
–
–
–
Infrastructure monitoring
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Workflows
–
–
–
APIs
–
–
–
Call answering
–
–
–
Sales
–
–
–
Sre
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.