Chatbase vs ChatNode vs Layercode vs OpenAI Codex
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Chatbase
vs Chatbase
Competitor 1
ChatNode
ChatNode
Competitor 2
LLayercode
Competitor 3
OpenAI Codex
OpenAI CodexCompare
4 tools · best value per row highlighted
Competitor
ChatNode
ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Competitor
LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
7.9Kvisits/mo
548visits/mo
204.3Mvisits/mo
MoM change
▲ 2.0%
▼ 56.0%
▼ 75.1%
▲ 3.6%
6-month growth
-12.4%
-13.9%
-96.0%
+0.3%
Global rank web
#84,220
#1,061,283
#6,604,519
#212
Avg. last 3 months
412.6K
12.2K
1.6K
197.3M
Bounce rate lower is better
44%
39%
36%
58%
Pages / visit
6.9
4.9
1.0
3.0
Visit duration
4m 34s
2m 20s
—
2m 31s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 97% · ● Mail 3%
—
● Direct 81% · ● Referral 17%
ChatbaseChatNodeLayercodeOpenAI Codex
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$40per month · free tier available
$35per month
$250per month · free tier available
$20per 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
—
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
AudioText
CodeText
Output
AppsText
Apps
AudioText
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
10
7
3
4
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
▲ 0
▲ 1
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.