CodeRabbit vs ChatNode vs Voiceflow vs Devin Review

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
Voiceflow
Competitor 3
Devin Review
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 Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
7.9Kvisits/mo
385Kvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
▼ 56.0%
▼ 5.8%
▼ 7.9%
6-month growth
+50.4%
-13.9%
-35.3%
+275.1%
Global rank web
#38,145
#1,061,283
#93,201
—
Avg. last 3 months
1.2M
12.2K
407.5K
1.5M
Bounce rate lower is better
49%
39%
38%
20%
Pages / visit
3.5
4.9
5.2
10.0
Visit duration
1m 55s
2m 20s
3m 07s
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 97% · ● Mail 3%
● Direct 75% · ● Referral 24%
● Direct 60% · ● Referral 39%
CodeRabbitChatNodeVoiceflowDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 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 · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M1K10K100K1M10MCodeRabbit · 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 · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$24per month
$35per month
Free tier
$500per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Capabilities input → output
Input
Code
DocumentsTextWeb pages
DocumentsText
CodeWeb pages
Output
CodeText
Apps
Apps
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
13
5
Code reviews
–
–
Customer support
–
–
Customer support chatbot
–
–
GitHub pull requests
–
–
Agents
–
–
Chatbots
–
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Code analysis
–
–
Chatbot building
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Website to chatbot
–
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Voice agents
–
–
–
Agent creation
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Code documentation
–
–
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Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Customer support automation
–
–
–
GitHub
–
–
–
Knowledge bases
–
–
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Call answering
–
–
–
Chatbot integration
–
–
–
Debugging
–
–
–
Development
–
–
–
No-code
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.