ChatNode vs Lambda vs Chatbase vs Dify

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

Your tool
ChatNode
vs
Competitor 1
Lambda
Competitor 2
Chatbase
Competitor 3
Dify
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
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
—
402.2Kvisits/mo
1Mvisits/mo
MoM change
▼ 56.0%
—
▲ 2.0%
▼ 16.6%
6-month growth
-13.9%
—
-12.4%
-30.6%
Global rank web
#1,061,283
—
#84,220
#39,510
Avg. last 3 months
12.2K
—
412.6K
1.1M
Bounce rate lower is better
39%
—
44%
41%
Pages / visit
4.9
—
6.9
4.4
Visit duration
2m 20s
—
4m 34s
6m 40s
Traffic sources
● Direct 97% · ● Mail 3%
—
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
ChatNodeLambdaChatbaseDify
0368.2K736.4K1.1M1.5MChatNode · 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 · 402.2KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1K10K100K1M10MChatNode · 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 · 402.2KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Paid
Freemium
Freemium
Starting price
$35per month
—
$40per month · free tier available
$590per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
CodeData
DocumentsTextWeb pages
DocumentsText
Output
Apps
Apps
AppsText
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
10
9
Agents
–
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
No-code
–
–
Chatbot building
–
–
Chatbot integration
–
–
Developer tools
–
–
Website to chatbot
–
–
Agent creation
–
–
–
GPU infrastructure
–
–
–
Workflows
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Development
–
–
–
Model training
–
–
–
Productivity
–
–
–
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.