ChatBotKit vs Voiceflow vs ChatNode vs Langflow

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

Your tool
ChatBotKit
vs
Competitor 1
Voiceflow
Competitor 2
ChatNode
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool ChatBotKit
chatbotkit.com
ChatBotKit deploys your bot to WhatsApp and lets you spin up a custom agent with file-based task management and branded widgets
Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
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
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
385Kvisits/mo
7.9Kvisits/mo
215.3Kvisits/mo
MoM change
▼ 12.0%
▼ 5.8%
▼ 56.0%
▼ 0.7%
6-month growth
-20.6%
-35.3%
-13.9%
-4.9%
Global rank web
#829,241
#93,201
#1,061,283
#217,191
Avg. last 3 months
42.7K
407.5K
12.2K
225.2K
Bounce rate lower is better
40%
38%
39%
44%
Pages / visit
1.8
5.2
4.9
2.2
Visit duration
10s
3m 07s
2m 20s
1m 04s
Traffic sources
—
● Direct 75% · ● Referral 24%
● Direct 97% · ● Mail 3%
● Direct 76% · ● Referral 24%
ChatBotKitVoiceflowChatNodeLangflow
0150K300K450.1K600.1KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K1K10K100K1MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Free
Starting price
$25per month · free tier available
Free tier
$35per month
Free
Free tier
–
Free trial
–
API access
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
—
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DocumentsTextWeb pages
Text
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
13
7
9
Agents
Chatbots
Customer support
–
Agent creation
–
Chatbot building
–
Customer support chatbot
–
–
No-code
–
–
Website to chatbot
–
–
Voice agents
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Workflows
–
–
–
APIs
–
–
–
Call answering
–
–
–
Chatbot integration
–
–
–
Discord bots
–
–
–
On WhatsApp telegram
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 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.