Chatbase vs Layercode vs OpenAI Codex vs ChatNode
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Chatbase
vs Chatbase
Competitor 1
LLayercode
Competitor 2
OpenAI Codex
OpenAI Codex
Competitor 3
ChatNode
ChatNodeCompare
4 tools · best value per row highlighted
Competitor
LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Competitor
ChatNode
ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
548visits/mo
204.3Mvisits/mo
7.9Kvisits/mo
MoM change
▲ 2.0%
▼ 75.1%
▲ 3.6%
▼ 56.0%
6-month growth
-12.4%
-96.0%
+0.3%
-13.9%
Global rank web
#84,220
#6,604,519
#212
#1,061,283
Avg. last 3 months
412.6K
1.6K
197.3M
12.2K
Bounce rate lower is better
44%
36%
58%
39%
Pages / visit
6.9
1.0
3.0
4.9
Visit duration
4m 34s
—
2m 31s
2m 20s
Traffic sources
● Direct 81% · ● Referral 15%
—
● Direct 81% · ● Referral 17%
● Direct 97% · ● Mail 3%
ChatbaseLayercodeOpenAI CodexChatNode
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$40per month · free tier available
$250per month · free tier available
$20per month · free tier available
$35per month
Free tier
–
Free trial
–
–
API access
–
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Developer FreePro $250/moEnterprise Custom
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
CodeText
DocumentsTextWeb pages
Output
AppsText
AudioText
Code
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
10
3
4
7
Customer support
–
–
Customer support chatbot
–
–
Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Coding
–
–
–
Assistant API building
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Assistant development
–
–
–
Code documentation
–
–
–
Code reviews
–
–
–
Development
–
–
–
Node js
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.