ChatNode vs Layercode vs Sourcegraph Cody vs Botpress

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

Your tool
ChatNode
vs
Competitor 1
LLayercode
Competitor 2
Sourcegraph Cody
Competitor 3
Botpress
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 LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
185.6Kvisits/mo
359.8Kvisits/mo
MoM change
▼ 56.0%
▼ 75.1%
▼ 10.6%
▼ 5.1%
6-month growth
-13.9%
-96.0%
-40.6%
-17.4%
Global rank web
#1,061,283
#6,604,519
#204,583
#153,242
Avg. last 3 months
12.2K
1.6K
209.7K
371.2K
Bounce rate lower is better
39%
36%
42%
51%
Pages / visit
4.9
1.0
2.9
1.8
Visit duration
2m 20s
—
1m 39s
33s
Traffic sources
● Direct 97% · ● Mail 3%
—
● Direct 91% · ● Referral 7%
● Direct 86% · ● Referral 14%
ChatNodeLayercodeSourcegraph CodyBotpress
0156.6K313.2K469.8K626.4KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K1001K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Sourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$250per month · free tier available
$16,000per month
Free tier
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Enterprise $16,000/yr
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
CodeText
DocumentsText
Output
Apps
AudioText
Code
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeAI Coding Assistant
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
4
8
Agents
–
–
Chatbots
–
–
Customer support
–
–
Customer support chatbot
–
–
Chatbot building
–
–
Chatbot integration
–
–
Coding
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
Website to chatbot
–
–
–
Assistant development
–
–
–
Code analysis
–
–
–
Debugging
–
–
–
Node js
–
–
–
Prompt management
–
–
–
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.