LabelGPT vs CodeRabbit vs GitHub Copilot vs Augment Code

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

Your tool
LabelGPT
vs
Competitor 1
CodeRabbit
Competitor 2
GitHub Copilot
Competitor 3
Augment Code
Compare
4 tools · best value per row highlighted
Your tool LabelGPT
labellerr.com
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
135.3Kvisits/mo
1Mvisits/mo
637.9Mvisits/mo
—
MoM change
▼ 22.5%
▼ 22.7%
▲ 3.7%
—
6-month growth
+18.2%
+50.4%
+19.3%
—
Global rank web
#335,350
#38,145
#49
—
Avg. last 3 months
139.9K
1.2M
629.7M
—
Bounce rate lower is better
43%
49%
36%
—
Pages / visit
1.8
3.5
5.9
—
Visit duration
25s
1m 55s
6m 26s
—
Traffic sources
● Direct 70% · ● Referral 29%
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
—
LabelGPTCodeRabbitGitHub CopilotAugment Code
0159.5M318.9M478.4M637.9MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M100K1M10M100M1BLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$9,999per month · free tier available
$24per month
$4per month · free tier available
$20per month
Free tier
–
–
Free trial
–
–
API access
–
–
–
–
Plans
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Standard $20/moBusiness $100/moEnterprise Custom
Capabilities input → output
Input
ImagesText
Code
CodeText
CodeText
Output
Data
CodeText
Code
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
9
6
Code reviews
–
Coding
–
–
Agents
–
–
Code testing
–
–
Code autocompletion
–
–
–
Data labeling
–
–
–
GitHub pull requests
–
–
–
Image annotation
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Coding in VS Code
–
–
–
Image segmentation
–
–
–
Testing
–
–
–
Vs code
–
–
–
Agent creation
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Development
–
–
–
Terminal
–
–
–
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
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.