ChatNode vs Chatbase vs Layercode vs GitHub Copilot

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

Your tool
ChatNode
vs
Competitor 1
Chatbase
Competitor 2
LLayercode
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
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 GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
402.2Kvisits/mo
548visits/mo
637.9Mvisits/mo
MoM change
▼ 56.0%
▲ 2.0%
▼ 75.1%
▲ 3.7%
6-month growth
-13.9%
-12.4%
-96.0%
+19.3%
Global rank web
#1,061,283
#84,220
#6,604,519
#49
Avg. last 3 months
12.2K
412.6K
1.6K
629.7M
Bounce rate lower is better
39%
44%
36%
36%
Pages / visit
4.9
6.9
1.0
5.9
Visit duration
2m 20s
4m 34s
—
6m 26s
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
—
● Direct 83% · ● Referral 15%
ChatNodeChatbaseLayercodeGitHub Copilot
0159.5M318.9M478.4M637.9MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLayercode · 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 · 637.9M1001K10K100K1M10M100M1BChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLayercode · 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 · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$40per month · free tier available
$250per month · free tier available
$4per month · free tier available
Free tier
–
Free trial
–
API access
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Developer FreePro $250/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
AudioText
CodeText
Output
Apps
AppsText
AudioText
Code
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 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
9
10
6
4
Agents
–
Customer support
–
–
Customer support chatbot
–
–
Chatbots
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Coding
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Assistant API building
–
–
–
Code reviews
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Agent management
–
–
–
Assistant development
–
–
–
Node js
–
–
–
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.