Dify vs Flowise vs Gumloop vs Chatbase

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

Your tool
Dify
vs
Competitor 1
Flowise
Competitor 2
Gumloop
Competitor 3
Chatbase
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Flowise
flowiseai.com
No-code AI workflows
Make main Remove
Competitor Gumloop
gumloop.com
Gumloop is a multiplayer AI agent builder that lets people across a company create agents with the model and integrations they choose while IT keeps control of access.
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
168.3Kvisits/mo
—
402.2Kvisits/mo
MoM change
▼ 16.6%
▼ 27.6%
—
▲ 2.0%
6-month growth
-30.6%
-14.1%
—
-12.4%
Global rank web
#39,510
#239,649
—
#84,220
Avg. last 3 months
1.1M
203.8K
—
412.6K
Bounce rate lower is better
41%
43%
—
44%
Pages / visit
4.4
2.8
—
6.9
Visit duration
6m 40s
1m 23s
—
4m 34s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 79% · ● Referral 19%
—
● Direct 81% · ● Referral 15%
DifyFlowiseGumloopChatbase
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$590per month · free tier available
$35per month · free tier available
$37per month
$40per month · free tier available
Free tier
–
Free trial
–
–
API access
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeStarter $35/moPro $65/mo
Pro $37/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
DocumentsText
DocumentsText
DataText
DocumentsTextWeb pages
Output
Apps
Apps
Apps
AppsText
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI AgentAI Workflow
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
10
7
10
Agents
No-code
Agent creation
–
Chatbots
–
Workflows
–
Chatbot building
–
–
Chatbot integration
–
–
Development
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Agent collaboration
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Agent management
–
–
–
Agent memory
–
–
–
Image generation
–
–
–
Productivity
–
–
–
Sales
–
–
–
Website to chatbot
–
–
–
Workflow deployment
–
–
–
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
–
–
–
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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.