Gumloop vs Stack AI vs InitRunner vs OpenAI Frontier

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

Your tool
Gumloop
vs
Competitor 1
Stack AI
Competitor 2
IInitRunner
Competitor 3
OpenAI Frontier
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 Stack AI
stack-ai.com
Connect AI models visually
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Competitor IInitRunner
initrunner.ai
InitRunner is open source and free
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Competitor OpenAI Frontier
openai.com
Enterprises running AI agents in production need more than API access
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Traffic estimated monthly website traffic
Monthly visits
—
6.3Kvisits/mo
—
204.3Mvisits/mo
MoM change
—
▼ 57.9%
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▲ 3.6%
6-month growth
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-93.7%
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+0.3%
Global rank web
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#1,700,092
—
#212
Avg. last 3 months
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13.9K
—
197.3M
Bounce rate lower is better
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39%
0%
58%
Pages / visit
—
1.8
—
3.0
Visit duration
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14s
—
2m 31s
Traffic sources
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—
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● Direct 81% · ● Referral 17%
GumloopStack AIInitRunnerOpenAI Frontier
066.6M133.2M199.7M266.3MStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KOpenAI Frontier · 266.3MOpenAI Frontier · 225MOpenAI Frontier · 210.1MOpenAI Frontier · 191.2MOpenAI Frontier · 203.7MOpenAI Frontier · 195.7MOpenAI Frontier · 203.1MOpenAI Frontier · 190.4MOpenAI Frontier · 197.2MOpenAI Frontier · 204.3M1K10K100K1M10M100M1BStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KOpenAI Frontier · 266.3MOpenAI Frontier · 225MOpenAI Frontier · 210.1MOpenAI Frontier · 191.2MOpenAI Frontier · 203.7MOpenAI Frontier · 195.7MOpenAI Frontier · 203.1MOpenAI Frontier · 190.4MOpenAI Frontier · 197.2MOpenAI Frontier · 204.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Free
Freemium
Starting price
$37per month
Free tier
Free
$1per month · free tier available
Free tier
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Free trial
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–
API access
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Plans
Pro $37/moEnterprise Custom
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Capabilities input → output
Input
DataText
DataDocumentsText
DocumentsText
DataText
Output
Apps
Apps
AppsText
DataText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
7
5
8
Agents
Agent creation
Workflows
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Agent memory
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No-code
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Agent management
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AI governance
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–
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Business automation
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–
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Developer tools
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Process automation
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–
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Agent identity verification
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–
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Finance workflow automation
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–
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Image generation
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RAG
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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.