Toki AI vs Layercode vs ChatNode vs CodeRabbit

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

Your tool
Toki AI
vs
Competitor 1
LLayercode
Competitor 2
ChatNode
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool 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 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
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
8.9Kvisits/mo
548visits/mo
7.9Kvisits/mo
1Mvisits/mo
MoM change
▼ 32.3%
▼ 75.1%
▼ 56.0%
▼ 22.7%
6-month growth
-91.8%
-96.0%
-13.9%
+50.4%
Global rank web
#1,927,030
#6,604,519
#1,061,283
#38,145
Avg. last 3 months
15.9K
1.6K
12.2K
1.2M
Bounce rate lower is better
43%
36%
39%
49%
Pages / visit
1.6
1.0
4.9
3.5
Visit duration
14s
—
2m 20s
1m 55s
Traffic sources
● Direct 81% · ● Referral 10%
—
● Direct 97% · ● Mail 3%
● Direct 73% · ● Referral 24%
Toki AILayercodeChatNodeCodeRabbit
0331.5K663K994.5K1.3MToki 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 · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1001K10K100K1M10MToki 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 · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$5.99per month · free tier available
$250per month · free tier available
$35per month
$24per month
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Free FreePlus $5.99/moSuper $10.99/mo
Developer FreePro $250/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
AudioImagesText
AudioText
DocumentsTextWeb pages
Code
Output
Text
AudioText
Apps
CodeText
Skill level
Beginner-friendly
Advanced
Intermediate
Intermediate
Categories
Productivity & OfficeAI AssistantAI Scheduling
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
9
8
Calendar assistance
–
–
–
Code reviews
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
GitHub pull requests
–
–
–
Meeting scheduling
–
–
–
Schedule management
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Agents
–
–
–
Assistant API building
–
–
–
Chatbots
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Customer support automation
–
–
–
Day scheduling
–
–
–
Developer tools
–
–
–
Event scheduling
–
–
–
Knowledge bases
–
–
–
Website to chatbot
–
–
–
Assistant development
–
–
–
Chatbot building
–
–
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Chatbot integration
–
–
–
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.