Gumloop vs GitHub Copilot CLI vs Langflow 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
GitHub Copilot CLI
Competitor 2
Langflow
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 GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor OpenAI Frontier
openai.com
Enterprises running AI agents in production need more than API access
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
215.3Kvisits/mo
204.3Mvisits/mo
MoM change
—
—
▼ 0.7%
▲ 3.6%
6-month growth
—
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-4.9%
+0.3%
Global rank web
—
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#217,191
#212
Avg. last 3 months
—
—
225.2K
197.3M
Bounce rate lower is better
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44%
58%
Pages / visit
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2.2
3.0
Visit duration
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1m 04s
2m 31s
Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 81% · ● Referral 17%
GumloopGitHub Copilot CLILangflowOpenAI Frontier
066.6M133.2M199.7M266.3MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KOpenAI 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 · 204.3M100K1M10M100M1BLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KOpenAI 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
Free
Free
Freemium
Starting price
$37per month
Free
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
CodeText
Text
DataText
Output
Apps
Code
Apps
DataText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
5
9
8
Agents
Agent creation
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Workflows
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No-code
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Developer tools
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Agent management
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Agent memory
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Coding
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AI governance
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Chatbots
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Development
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GitHub pull requests
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LLM development
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APIs
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Agent identity verification
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GitHub management
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Image generation
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Workflow deployment
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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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.