Chatbase vs ChatNode vs Layercode vs Claude Code

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

Your tool
Chatbase
vs
Competitor 1
ChatNode
Competitor 2
LLayercode
Competitor 3
Claude Code
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
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 LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Competitor Claude Code
claude.com
Every plan tier hits usage limits
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
7.9Kvisits/mo
548visits/mo
123.5Mvisits/mo
MoM change
▲ 2.0%
▼ 56.0%
▼ 75.1%
▼ 6.8%
6-month growth
-12.4%
-13.9%
-96.0%
+106.6%
Global rank web
#84,220
#1,061,283
#6,604,519
#434
Avg. last 3 months
412.6K
12.2K
1.6K
125.2M
Bounce rate lower is better
44%
39%
36%
64%
Pages / visit
6.9
4.9
1.0
2.2
Visit duration
4m 34s
2m 20s
—
2m 36s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 97% · ● Mail 3%
—
● Direct 82% · ● Referral 15%
ChatbaseChatNodeLayercodeClaude Code
035M69.9M104.9M139.9MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 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 · 548Claude 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 · 123.5M1001K10K100K1M10M100M1BChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 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 · 548Claude 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 · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$40per month · free tier available
$35per month
$250per month · free tier available
$17per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
AudioText
CodeText
Output
AppsText
Apps
AudioText
Code
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
9
6
9
Agents
–
Customer support
–
–
Customer support chatbot
–
–
Chatbots
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Coding
–
–
–
Terminal
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Assistant API building
–
–
–
Code analysis
–
–
–
Code explanations
–
–
–
Code reviews
–
–
–
Customer support automation
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Assistant development
–
–
–
Development
–
–
–
Node js
–
–
–
Refactoring
–
–
–
Sales
–
–
–
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
2
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.