CodeRabbit vs Google CC vs Layercode vs ChatNode

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

Your tool
CodeRabbit
vs
Competitor 1
Google CC
Competitor 2
LLayercode
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Google CC
labs.google
Google's experimental productivity agent sends a personalized morning briefing called "Your Day Ahead" by pulling together your Gmail, Calendar, and Drive activity
Make main Remove
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
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
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
76.1Mvisits/mo
548visits/mo
7.9Kvisits/mo
MoM change
▼ 22.7%
▲ 11.4%
▼ 75.1%
▼ 56.0%
6-month growth
+50.4%
+73.8%
-96.0%
-13.9%
Global rank web
#38,145
#293
#6,604,519
#1,061,283
Avg. last 3 months
1.2M
70.8M
1.6K
12.2K
Bounce rate lower is better
49%
20%
36%
39%
Pages / visit
3.5
18.3
1.0
4.9
Visit duration
1m 55s
16m 23s
—
2m 20s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 80% · ● Referral 19%
—
● Direct 97% · ● Mail 3%
CodeRabbitGoogle CCLayercodeChatNode
019M38.1M57.1M76.1MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGoogle CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1001K10K100K1M10M100MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGoogle CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$24per month
—
$250per month · free tier available
$35per month
Free tier
–
–
–
Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Developer FreePro $250/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
Code
DocumentsImagesText
AudioText
DocumentsTextWeb pages
Output
CodeText
DocumentsText
AudioText
Apps
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Lifestyle & EntertainmentProductivity & OfficeAI AssistantAI Life+1 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
6
9
Agents
–
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Code reviews
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–
–
Customer support
–
–
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Customer support chatbot
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–
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GitHub pull requests
–
–
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Voice agents
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–
–
APIs
–
–
–
Assistant API building
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–
–
Calendar assistance
–
–
–
Chatbots
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–
–
Code analysis
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–
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Code documentation
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–
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Code quality
–
–
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Code security analysis
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–
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Code testing
–
–
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Customer support automation
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–
–
Developer tools
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–
–
Email management
–
–
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Knowledge bases
–
–
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Morning briefings
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–
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Website to chatbot
–
–
–
Assistant development
–
–
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Chatbot building
–
–
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Chatbot integration
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–
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Development
–
–
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Email
–
–
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Gmail email management
–
–
–
Node js
–
–
–
Productivity
–
–
–
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
–
–
–
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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.