Developer Toolkit vs Code Wiki vs Redlight Greenlight for Claude Code vs LabelGPT

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

Your tool
Developer Toolkit
vs
Competitor 1
Code Wiki
Competitor 2
Redlight Greenlight for Claude Code
Competitor 3
LabelGPT
Compare
4 tools · best value per row highlighted
Your tool Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Redlight Greenlight for Claude Code
github.com
One-click approve for Claude Code permissions
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
9.7Kvisits/mo
152.5Kvisits/mo
637.9Mvisits/mo
135.3Kvisits/mo
MoM change
▲ 46.3%
▼ 17.8%
▲ 3.7%
▼ 22.5%
6-month growth
+253.1%
-70.8%
+19.3%
+18.2%
Global rank web
#2,468,968
#251,881
#49
#335,350
Avg. last 3 months
6.8K
225.3K
629.7M
139.9K
Bounce rate lower is better
39%
41%
36%
43%
Pages / visit
1.4
3.0
5.9
1.8
Visit duration
1s
55s
6m 26s
25s
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 83% · ● Referral 15%
● Direct 70% · ● Referral 29%
Developer ToolkitCode WikiRedlight Greenlight for Claude CodeLabelGPT
0159.5M318.9M478.4M637.9MDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3K1001K10K100K1M10M100M1BDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Free Trial
Freemium
Starting price
$19.99per month
Free
$5per month
$9,999per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
–
Plans
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
—
Plan $5/moPlan $21/unknown
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Capabilities input → output
Input
Text
Code
Text
ImagesText
Output
Text
ImagesText
Text
Data
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
2
0
0
Developer tools
–
–
Code documentation
–
–
–
Development guide
–
–
–
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
–
–
–
–

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.