Layercode vs ChatNode vs Chatbase vs OpenAI Codex

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

Your tool
LLayercode
vs
Competitor 1
ChatNode
Competitor 2
Chatbase
Competitor 3
OpenAI Codex
Compare
4 tools · best value per row highlighted
Your tool LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Competitor Chatbase
chatbase.co
Train chatbots on your content
Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Traffic estimated monthly website traffic
Monthly visits
548visits/mo
7.9Kvisits/mo
402.2Kvisits/mo
204.3Mvisits/mo
MoM change
▼ 75.1%
▼ 56.0%
▲ 2.0%
▲ 3.6%
6-month growth
-96.0%
-13.9%
-12.4%
+0.3%
Global rank web
#6,604,519
#1,061,283
#84,220
#212
Avg. last 3 months
1.6K
12.2K
412.6K
197.3M
Bounce rate lower is better
36%
39%
44%
58%
Pages / visit
1.0
4.9
6.9
3.0
Visit duration
—
2m 20s
4m 34s
2m 31s
Traffic sources
—
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
● Direct 81% · ● Referral 17%
LayercodeChatNodeChatbaseOpenAI Codex
066.6M133.2M199.7M266.3MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548ChatNode · 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 · 402.2KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3M1001K10K100K1M10M100M1BLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548ChatNode · 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 · 402.2KOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$250per month · free tier available
$35per month
$40per month · free tier available
$20per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Developer FreePro $250/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
—
Capabilities input → output
Input
AudioText
DocumentsTextWeb pages
DocumentsTextWeb pages
CodeText
Output
AudioText
Apps
AppsText
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
10
4
Customer support
–
–
Customer support chatbot
–
–
Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Coding
–
–
–
Assistant API building
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
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.