Chatbase vs Dify vs pgvector vs ChatNode

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

Your tool
Chatbase
vs
Competitor 1
Dify
Competitor 2
pgvector
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
1Mvisits/mo
—
7.9Kvisits/mo
MoM change
▲ 2.0%
▼ 16.6%
—
▼ 56.0%
6-month growth
-12.4%
-30.6%
—
-13.9%
Global rank web
#84,220
#39,510
—
#1,061,283
Avg. last 3 months
412.6K
1.1M
—
12.2K
Bounce rate lower is better
44%
41%
—
39%
Pages / visit
6.9
4.4
—
4.9
Visit duration
4m 34s
6m 40s
—
2m 20s
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
—
● Direct 97% · ● Mail 3%
ChatbaseDifypgvectorChatNode
0368.2K736.4K1.1M1.5MChatbase · 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 · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100K1M10MChatbase · 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 · 1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free Trial
Starting price
$40per month · free tier available
$590per month · free tier available
Free
$35per month
Free tier
–
Free trial
–
–
API access
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
Data
DocumentsTextWeb pages
Output
AppsText
Apps
Data
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
9
3
7
Agents
–
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
No-code
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Vector databases
–
–
–
Vector indexes
–
–
–
Workflows
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
PostgreSQL assistance
–
–
–
Shopify customer support
–
–
–
Development
–
–
–
Productivity
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 0
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.