Claude Code vs ChatNode vs Layercode vs Yellow

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

Your tool
Claude Code
vs
Competitor 1
ChatNode
Competitor 2
LLayercode
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool Claude Code
claude.com
Every plan tier hits usage limits
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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 Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
123.5Mvisits/mo
7.9Kvisits/mo
548visits/mo
—
MoM change
▼ 6.8%
▼ 56.0%
▼ 75.1%
—
6-month growth
+106.6%
-13.9%
-96.0%
—
Global rank web
#434
#1,061,283
#6,604,519
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Avg. last 3 months
125.2M
12.2K
1.6K
—
Bounce rate lower is better
64%
39%
36%
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Pages / visit
2.2
4.9
1.0
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Visit duration
2m 36s
2m 20s
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Traffic sources
● Direct 82% · ● Referral 15%
● Direct 97% · ● Mail 3%
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—
Claude CodeChatNodeLayercodeYellow
035M69.9M104.9M139.9MClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 5481001K10K100K1M10M100M1BClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Free
Starting price
$17per month · free tier available
$35per month
$250per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreeEnterprise Custom
Capabilities input → output
Input
CodeText
DocumentsTextWeb pages
AudioText
DocumentsText
Output
Code
Apps
AudioText
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
6
15
Agents
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Customer support
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Voice agents
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Customer support chatbot
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Chatbots
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Customer support automation
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Knowledge bases
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Chatbot building
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Agent creation
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–
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Coding
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–
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Terminal
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–
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APIs
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Assistant API building
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Call answering
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Call center automation
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Code analysis
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Code explanations
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Code reviews
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Debugging
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Developer tools
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Website to chatbot
–
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Agent testing
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Assistant development
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Calls
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Chatbot integration
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Conversation automation
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Development
–
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Node js
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RAG
–
–
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Refactoring
–
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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
2
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.