Chatbase vs Flowise vs pgvector vs AssistLoop

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

Your tool
Chatbase
vs
Competitor 1
Flowise
Competitor 2
pgvector
Competitor 3
AssistLoop
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
Remove
Competitor Flowise
flowiseai.com
No-code AI workflows
Make main Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor AssistLoop
assistloop.ai
Businesses wanting AI chatbots for customer support can train AssistLoop on their own knowledge base and have it answer customer questions around the clock
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
168.3Kvisits/mo
—
3.2Kvisits/mo
MoM change
▲ 2.0%
▼ 27.6%
—
▲ 88.8%
6-month growth
-12.4%
-14.1%
—
-16.1%
Global rank web
#84,220
#239,649
—
#10,702,450
Avg. last 3 months
412.6K
203.8K
—
2.5K
Bounce rate lower is better
44%
43%
—
45%
Pages / visit
6.9
2.8
—
1.5
Visit duration
4m 34s
1m 23s
—
—
Traffic sources
● Direct 81% · ● Referral 15%
● Direct 79% · ● Referral 19%
—
—
ChatbaseFlowisepgvectorAssistLoop
0147.7K295.3K443K590.6KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2K1001K10K100K1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$40per month · free tier available
$35per month · free tier available
Free
$25per month · free tier available
Free tier
Free trial
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–
–
API access
–
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeStarter $35/moPro $65/mo
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Free FreeBasic $25/moPro $109/moBusiness $325/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
Data
DocumentsTextWeb pages
Output
AppsText
Apps
Data
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
10
7
7
Chatbots
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Chatbot building
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Customer support
–
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Customer support chatbot
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Agents
–
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No-code
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Chatbot integration
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Website to chatbot
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Agent creation
–
–
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Vector databases
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–
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Vector indexes
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–
–
Workflows
–
–
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Agent collaboration
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–
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Developer tools
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–
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FAQ chatbot
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Knowledge-driven chatting
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PostgreSQL assistance
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–
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Shopify customer support
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–
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Development
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RAG
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–
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SQL
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–
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Sales
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Self hosted
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–
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Workflow deployment
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.