ChatNode vs Chatbase vs CodeRabbit vs Yellow

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

Your tool
ChatNode
vs
Competitor 1
Chatbase
Competitor 2
CodeRabbit
Competitor 3
Yellow
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
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Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
402.2Kvisits/mo
1Mvisits/mo
—
MoM change
▼ 56.0%
▲ 2.0%
▼ 22.7%
—
6-month growth
-13.9%
-12.4%
+50.4%
—
Global rank web
#1,061,283
#84,220
#38,145
—
Avg. last 3 months
12.2K
412.6K
1.2M
—
Bounce rate lower is better
39%
44%
49%
—
Pages / visit
4.9
6.9
3.5
—
Visit duration
2m 20s
4m 34s
1m 55s
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
● Direct 73% · ● Referral 24%
—
ChatNodeChatbaseCodeRabbitYellow
0331.5K663K994.5K1.3MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free
Starting price
$35per month
$40per month · free tier available
$24per month
Free
Free tier
–
–
Free trial
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
Code
DocumentsText
Output
Apps
AppsText
CodeText
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeAI Code Review
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
8
15
Customer support
–
Customer support chatbot
–
Agents
–
Chatbots
–
Chatbot building
–
Customer support automation
–
–
Chatbot integration
–
–
Knowledge bases
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Code reviews
–
–
–
GitHub pull requests
–
–
–
Voice agents
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Agent testing
–
–
–
Calls
–
–
–
Conversation automation
–
–
–
Development
–
–
–
RAG
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.