CodeRabbit vs Layercode vs GitHub Copilot vs Toki AI

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
GitHub Copilot
Competitor 3
Toki AI
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
548visits/mo
637.9Mvisits/mo
8.9Kvisits/mo
MoM change
▼ 22.7%
▼ 75.1%
▲ 3.7%
▼ 32.3%
6-month growth
+50.4%
-96.0%
+19.3%
-91.8%
Global rank web
#38,145
#6,604,519
#49
#1,927,030
Avg. last 3 months
1.2M
1.6K
629.7M
15.9K
Bounce rate lower is better
49%
36%
36%
43%
Pages / visit
3.5
1.0
5.9
1.6
Visit duration
1m 55s
—
6m 26s
14s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 15%
● Direct 81% · ● Referral 10%
CodeRabbitLayercodeGitHub CopilotToki AI
0159.5M318.9M478.4M637.9MCodeRabbit · 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 · 548GitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MToki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9K1001K10K100K1M10M100M1BCodeRabbit · 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 · 548GitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MToki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$250per month · free tier available
$4per month · free tier available
$5.99per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Free FreePlus $5.99/moSuper $10.99/mo
Capabilities input → output
Input
Code
AudioText
CodeText
AudioImagesText
Output
CodeText
AudioText
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Development & CodeAI Code Review
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Productivity & OfficeAI AssistantAI Scheduling
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
9
7
Code reviews
–
–
Calendar assistance
–
–
–
Code autocompletion
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Meeting scheduling
–
–
–
Schedule management
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Agents
–
–
–
Assistant API building
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Day scheduling
–
–
–
Developer tools
–
–
–
Event scheduling
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Assistant development
–
–
–
Debugging
–
–
–
Development
–
–
–
Node js
–
–
–
Task management
–
–
–
Terminal
–
–
–
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
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.