Dify vs Chatbase vs Weaviate vs AssistLoop

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

Your tool
Dify
vs
Competitor 1
Chatbase
Competitor 2
Weaviate
Competitor 3
AssistLoop
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
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
1Mvisits/mo
402.2Kvisits/mo
154.2Kvisits/mo
3.2Kvisits/mo
MoM change
▼ 16.6%
▲ 2.0%
▼ 11.8%
▲ 88.8%
6-month growth
-30.6%
-12.4%
-7.0%
-16.1%
Global rank web
#39,510
#84,220
#293,589
#10,702,450
Avg. last 3 months
1.1M
412.6K
155.7K
2.5K
Bounce rate lower is better
41%
44%
41%
45%
Pages / visit
4.4
6.9
1.9
1.5
Visit duration
6m 40s
4m 34s
50s
—
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 81% · ● Referral 15%
● Direct 82% · ● Referral 18%
—
DifyChatbaseWeaviateAssistLoop
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$40per month · free tier available
$45per month · free tier available
$25per month · free tier available
Free tier
Free trial
–
–
–
API access
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeFlex $45/moPremium $0
Free FreeBasic $25/moPro $109/moBusiness $325/mo
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
DataImagesText
DocumentsTextWeb pages
Output
Apps
AppsText
Data
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
6
7
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
Agents
–
–
Chatbot building
–
–
No-code
–
–
Developer tools
–
–
LLM development
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Vector databases
–
–
–
Workflows
–
–
–
Chatbot integration
–
–
–
Databases
–
–
–
FAQ chatbot
–
–
–
Knowledge-driven chatting
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Development
–
–
–
Information retrieval
–
–
–
Productivity
–
–
–
Sales
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 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.