GitHub Copilot Autofix vs Developer Toolkit vs Code Wiki vs StartKit

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
Developer Toolkit
Competitor 2
Code Wiki
Competitor 3
StartKit
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot Autofix
github.com
It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.
Remove
Competitor Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
Make main Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
9.7Kvisits/mo
152.5Kvisits/mo
1.3Kvisits/mo
MoM change
—
▲ 46.3%
▼ 17.8%
▲ 79.8%
6-month growth
—
+253.1%
-70.8%
-36.9%
Global rank web
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#2,468,968
#251,881
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Avg. last 3 months
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6.8K
225.3K
756
Bounce rate lower is better
—
39%
41%
38%
Pages / visit
—
1.4
3.0
1.0
Visit duration
—
1s
55s
—
Traffic sources
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—
● Direct 76% · ● Referral 24%
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GitHub Copilot AutofixDeveloper ToolkitCode WikiStartKit
0206.5K413K619.5K826KDeveloper 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 · 152.5KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3K1001K10K100K1MDeveloper 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 · 152.5KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Free
Freemium
Starting price
$30per month
$19.99per month
Free
$149per month
Free tier
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–
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Free trial
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API access
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–
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Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
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Starter $149Growth $249Concierge $0
Capabilities input → output
Input
Code
Text
Code
Text
Output
Code
Text
ImagesText
Code
Skill level
Intermediate
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
7
8
GitHub pull requests
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Code documentation
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–
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Code security
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–
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Code security analysis
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Codebase q a
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Development guide
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–
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Tutorials
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Architecture
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Backend development
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–
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Code explanations
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–
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Developer tools
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–
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Development guidance
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–
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Vulnerability analysis
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–
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Code analysis
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Code reviews
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–
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Code summaries
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–
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Coding
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Cybersecurity vulnerabilities
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Development
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Frontend development
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–
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GitHub automation
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LLM development
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Payments
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–
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SaaS product launches
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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.