CodeRabbit vs ChatNode vs GitHub Copilot vs Yellow

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

Your tool
CodeRabbit
vs
Competitor 1
ChatNode
Competitor 2
GitHub Copilot
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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
1Mvisits/mo
7.9Kvisits/mo
637.9Mvisits/mo
—
MoM change
▼ 22.7%
▼ 56.0%
▲ 3.7%
—
6-month growth
+50.4%
-13.9%
+19.3%
—
Global rank web
#38,145
#1,061,283
#49
—
Avg. last 3 months
1.2M
12.2K
629.7M
—
Bounce rate lower is better
49%
39%
36%
—
Pages / visit
3.5
4.9
5.9
—
Visit duration
1m 55s
2m 20s
6m 26s
—
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 97% · ● Mail 3%
● Direct 83% · ● Referral 15%
—
CodeRabbitChatNodeGitHub CopilotYellow
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M1K10K100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Free
Starting price
$24per month
$35per month
$4per month · free tier available
Free
Free tier
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Free trial
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API access
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Free FreeEnterprise Custom
Capabilities input → output
Input
Code
DocumentsTextWeb pages
CodeText
DocumentsText
Output
CodeText
Apps
Code
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
4
10
Agents
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Customer support
–
–
Code reviews
–
–
Customer support chatbot
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Chatbots
–
–
Chatbot building
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Agent creation
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
Code analysis
–
–
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Code documentation
–
–
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Code quality
–
–
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Code security analysis
–
–
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Code testing
–
–
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Customer support automation
–
–
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Knowledge bases
–
–
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Website to chatbot
–
–
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Agent management
–
–
–
Calls
–
–
–
Chatbot integration
–
–
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Conversation automation
–
–
–
Development
–
–
–
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
2
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.