CodeRabbit vs Layercode vs Toki AI 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
LLayercode
Competitor 2
Toki AI
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Competitor Toki AI
yestoki.com
Toki AI handles calendar management through conversational interfaces, letting users schedule events by typing messages, speaking commands, or snapping photos of event posters and screenshots
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Competitor Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
548visits/mo
8.9Kvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
▼ 75.1%
▼ 32.3%
▼ 7.9%
6-month growth
+50.4%
-96.0%
-91.8%
+275.1%
Global rank web
#38,145
#6,604,519
#1,927,030
—
Avg. last 3 months
1.2M
1.6K
15.9K
1.5M
Bounce rate lower is better
49%
36%
43%
20%
Pages / visit
3.5
1.0
1.6
10.0
Visit duration
1m 55s
—
14s
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 81% · ● Referral 10%
● Direct 60% · ● Referral 39%
CodeRabbitLayercodeToki AIDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Toki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M1001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Toki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KDevin 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
Freemium
Freemium
Freemium
Starting price
$24per month
$250per month · free tier available
$5.99per month · free tier available
$500per month · free tier available
Free tier
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Free trial
–
–
–
API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreePlus $5.99/moSuper $10.99/mo
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Capabilities input → output
Input
Code
AudioText
AudioImagesText
CodeWeb pages
Output
CodeText
AudioText
Text
Text
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Development & CodeAI Code Review
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Productivity & OfficeAI AssistantAI Scheduling
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
7
5
Code reviews
–
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GitHub pull requests
–
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Code analysis
–
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Calendar assistance
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–
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Meeting scheduling
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–
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Schedule management
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Voice agents
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APIs
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Assistant API building
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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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Code testing
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–
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Day scheduling
–
–
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Developer tools
–
–
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Event scheduling
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–
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GitHub
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–
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Assistant development
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–
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Debugging
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–
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Development
–
–
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Node js
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–
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Task management
–
–
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Time management
–
–
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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.