CodeRabbit vs Toki AI vs Layercode vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Toki AI
Competitor 2
LLayercode
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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
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 Sourcery
sourcery.ai
AI code reviewer that never takes a day off
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
8.9Kvisits/mo
548visits/mo
57.7Kvisits/mo
MoM change
▼ 22.7%
▼ 32.3%
▼ 75.1%
▼ 19.8%
6-month growth
+50.4%
-91.8%
-96.0%
-28.8%
Global rank web
#38,145
#1,927,030
#6,604,519
#495,687
Avg. last 3 months
1.2M
15.9K
1.6K
65.8K
Bounce rate lower is better
49%
43%
36%
46%
Pages / visit
3.5
1.6
1.0
2.3
Visit duration
1m 55s
14s
—
24s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 81% · ● Referral 10%
—
● Direct 83% · ● Referral 15%
CodeRabbitToki AILayercodeSourcery
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MToki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K1001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MToki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$5.99per month · free tier available
$250per month · free tier available
$12per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePlus $5.99/moSuper $10.99/mo
Developer FreePro $250/moEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
AudioImagesText
AudioText
Code
Output
CodeText
Text
AudioText
CodeText
Skill level
Intermediate
Beginner-friendly
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Productivity & OfficeAI AssistantAI Scheduling
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
6
8
Code reviews
–
–
GitHub pull requests
–
–
Code security analysis
–
–
Code analysis
–
–
Calendar assistance
–
–
–
Meeting scheduling
–
–
–
Schedule management
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Assistant API building
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security
–
–
–
Code testing
–
–
–
Day scheduling
–
–
–
Developer tools
–
–
–
Event scheduling
–
–
–
Vulnerability analysis
–
–
–
Assistant development
–
–
–
Cve monitoring
–
–
–
Cybersecurity vulnerabilities
–
–
–
Development
–
–
–
Node js
–
–
–
Task management
–
–
–
Time management
–
–
–
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.