ChatNode vs Defapi vs Yellow vs Botpress

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

Your tool
ChatNode
vs
Competitor 1
DDefapi
Competitor 2
Yellow
Competitor 3
Botpress
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 DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
2.4Kvisits/mo
—
359.8Kvisits/mo
MoM change
▼ 56.0%
▼ 42.6%
—
▼ 5.1%
6-month growth
-13.9%
-86.2%
—
-17.4%
Global rank web
#1,061,283
#4,650,820
—
#153,242
Avg. last 3 months
12.2K
4.8K
—
371.2K
Bounce rate lower is better
39%
36%
—
51%
Pages / visit
4.9
1.4
—
1.8
Visit duration
2m 20s
7s
—
33s
Traffic sources
● Direct 97% · ● Mail 3%
—
—
● Direct 86% · ● Referral 14%
ChatNodeDefapiYellowBotpress
0156.6K313.2K469.8K626.4KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K1K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Paid
Free
Freemium
Starting price
$35per month
—
Free
Free tier
Free tier
–
–
Free trial
–
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Free FreeEnterprise Custom
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsTextWeb pages
AudioImagesText
DocumentsText
DocumentsText
Output
Apps
AudioImagesText
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI API
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
4
15
8
Agents
–
Customer support
–
Chatbots
–
Customer support chatbot
–
Chatbot building
–
Agent creation
–
–
Customer support automation
–
–
Chatbot integration
–
–
Knowledge bases
–
–
API integrations
–
–
–
APIs
–
–
–
Voice agents
–
–
–
API management
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
No-code
–
–
–
Website to chatbot
–
–
–
API security
–
–
–
Agent testing
–
–
–
Calls
–
–
–
Conversation automation
–
–
–
RAG
–
–
–
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.