ChatNode vs CodeRabbit vs Layercode vs OpenAI Codex

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

Your tool
ChatNode
vs
Competitor 1
CodeRabbit
Competitor 2
LLayercode
Competitor 3
OpenAI Codex
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
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
1Mvisits/mo
548visits/mo
204.3Mvisits/mo
MoM change
▼ 56.0%
▼ 22.7%
▼ 75.1%
▲ 3.6%
6-month growth
-13.9%
+50.4%
-96.0%
+0.3%
Global rank web
#1,061,283
#38,145
#6,604,519
#212
Avg. last 3 months
12.2K
1.2M
1.6K
197.3M
Bounce rate lower is better
39%
49%
36%
58%
Pages / visit
4.9
3.5
1.0
3.0
Visit duration
2m 20s
1m 55s
—
2m 31s
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 73% · ● Referral 24%
—
● Direct 81% · ● Referral 17%
ChatNodeCodeRabbitLayercodeOpenAI Codex
066.6M133.2M199.7M266.3MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548OpenAI 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 · 204.3M1001K10K100K1M10M100M1BChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548OpenAI 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
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$24per month
$250per month · free tier available
$20per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
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Capabilities input → output
Input
DocumentsTextWeb pages
Code
AudioText
CodeText
Output
Apps
CodeText
AudioText
Code
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
6
9
Agents
–
–
GitHub pull requests
–
–
Code reviews
–
–
Code documentation
–
–
Development
–
–
Coding
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Assistant API building
–
–
–
Chatbots
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
GitHub automation
–
–
–
Knowledge bases
–
–
–
Website to chatbot
–
–
–
Assistant development
–
–
–
Chatbot building
–
–
–
Chatbot integration
–
–
–
Debugging
–
–
–
Node js
–
–
–
Terminal
–
–
–
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
–
–
–
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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.