Gumloop vs CodeRabbit vs Claude Code 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
CodeRabbit
Competitor 2
Claude Code
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 CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Claude Code
claude.com
Every plan tier hits usage limits
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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
—
1Mvisits/mo
123.5Mvisits/mo
204.3Mvisits/mo
MoM change
—
▼ 22.7%
▼ 6.8%
▲ 3.6%
6-month growth
—
+50.4%
+106.6%
+0.3%
Global rank web
—
#38,145
#434
#212
Avg. last 3 months
—
1.2M
125.2M
197.3M
Bounce rate lower is better
—
49%
64%
58%
Pages / visit
—
3.5
2.2
3.0
Visit duration
—
1m 55s
2m 36s
2m 31s
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 15%
● Direct 81% · ● Referral 17%
GumloopCodeRabbitClaude CodeOpenAI Frontier
066.6M133.2M199.7M266.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MOpenAI 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 · 204.3M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MOpenAI 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
Freemium
Freemium
Starting price
$37per month
$24per month
$17per month · free tier available
$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
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
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Capabilities input → output
Input
DataText
Code
CodeText
DataText
Output
Apps
CodeText
Code
DataText
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Productivity & OfficeAI AgentAI Workflow
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Productivity & OfficeAI AgentAI Workflow
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
9
8
Agents
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Code reviews
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–
Agent creation
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–
Code analysis
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–
Workflows
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–
Agent management
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–
Agent memory
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–
Development
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–
Coding
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–
–
GitHub pull requests
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–
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Terminal
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–
–
AI governance
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–
–
Code documentation
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–
–
Code explanations
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–
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Code quality
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–
–
Code security analysis
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–
–
Code testing
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–
–
Debugging
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–
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No-code
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–
–
Agent identity verification
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–
–
Image generation
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–
–
Refactoring
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–
–
Workflow deployment
–
–
–
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
2
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.