Gumloop vs InitRunner vs ChatNode vs Dify

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

Your tool
Gumloop
vs
Competitor 1
IInitRunner
Competitor 2
ChatNode
Competitor 3
Dify
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor IInitRunner
initrunner.ai
InitRunner is open source and free
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
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
7.9Kvisits/mo
1Mvisits/mo
MoM change
—
—
▼ 56.0%
▼ 16.6%
6-month growth
—
—
-13.9%
-30.6%
Global rank web
—
—
#1,061,283
#39,510
Avg. last 3 months
—
—
12.2K
1.1M
Bounce rate lower is better
—
0%
39%
41%
Pages / visit
—
—
4.9
4.4
Visit duration
—
—
2m 20s
6m 40s
Traffic sources
—
—
● Direct 97% · ● Mail 3%
● Direct 84% · ● Referral 15%
GumloopInitRunnerChatNodeDify
0368.2K736.4K1.1M1.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDify · 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 · 7.9KDify · 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
Free
Free Trial
Freemium
Starting price
$37per month
Free
$35per month
$590per month · free tier available
Free tier
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–
Free trial
–
–
API access
Plans
Pro $37/moEnterprise Custom
—
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Capabilities input → output
Input
DataText
DocumentsText
DocumentsTextWeb pages
DocumentsText
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
5
9
9
Agents
Agent creation
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No-code
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Chatbots
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Developer tools
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Workflows
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Agent memory
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Customer support
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Customer support chatbot
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–
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Customer support automation
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–
–
Knowledge bases
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–
–
LLM development
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–
–
Website to chatbot
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–
–
Agent management
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–
–
Chatbot building
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–
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Chatbot integration
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–
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Development
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Image generation
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Productivity
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–
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RAG
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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
▲ 1
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.