Layercode vs Sourcegraph Cody vs ChatNode vs Toki AI

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

Your tool
LLayercode
vs
Competitor 1
Sourcegraph Cody
Competitor 2
ChatNode
Competitor 3
Toki AI
Compare
4 tools · best value per row highlighted
Your tool LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
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 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
548visits/mo
185.6Kvisits/mo
7.9Kvisits/mo
8.9Kvisits/mo
MoM change
▼ 75.1%
▼ 10.6%
▼ 56.0%
▼ 32.3%
6-month growth
-96.0%
-40.6%
-13.9%
-91.8%
Global rank web
#6,604,519
#204,583
#1,061,283
#1,927,030
Avg. last 3 months
1.6K
209.7K
12.2K
15.9K
Bounce rate lower is better
36%
42%
39%
43%
Pages / visit
1.0
2.9
4.9
1.6
Visit duration
—
1m 39s
2m 20s
14s
Traffic sources
—
● Direct 91% · ● Referral 7%
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 10%
LayercodeSourcegraph CodyChatNodeToki AI
099.2K198.5K297.7K396.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KToki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9K1001K10K100K1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KToki 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
Free Trial
Freemium
Starting price
$250per month · free tier available
$16,000per month
$35per month
$5.99per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Developer FreePro $250/moEnterprise Custom
Enterprise $16,000/yr
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreePlus $5.99/moSuper $10.99/mo
Capabilities input → output
Input
AudioText
CodeText
DocumentsTextWeb pages
AudioImagesText
Output
AudioText
Code
Apps
Text
Skill level
Advanced
Advanced
Intermediate
Beginner-friendly
Categories
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeAI Coding Assistant
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Scheduling
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
9
7
Calendar assistance
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Coding
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–
Customer support
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Customer support chatbot
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Meeting scheduling
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Schedule management
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Voice agents
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APIs
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Agents
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–
Assistant API building
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–
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Chatbots
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Customer support automation
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Day scheduling
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–
Developer tools
–
–
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Event scheduling
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–
–
Knowledge bases
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–
–
Website to chatbot
–
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Assistant development
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–
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Chatbot building
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–
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Chatbot integration
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Code analysis
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–
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Debugging
–
–
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Node js
–
–
–
Prompt management
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Task management
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–
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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.