Code Wiki vs llama.cpp vs StartKit vs DeepWiki

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

Your tool
Code Wiki
vs
Competitor 1
llama.cpp
Competitor 2
StartKit
Competitor 3
DeepWiki
Compare
4 tools · best value per row highlighted
Your tool Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Remove
Competitor llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Competitor StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
Make main Remove
Competitor DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
152.5Kvisits/mo
—
1.3Kvisits/mo
957.2Kvisits/mo
MoM change
▼ 17.8%
—
▲ 79.8%
▼ 2.5%
6-month growth
-70.8%
—
-36.9%
-29.9%
Global rank web
#251,881
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#63,286
Avg. last 3 months
225.3K
—
756
998K
Bounce rate lower is better
41%
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38%
57%
Pages / visit
3.0
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1.0
2.3
Visit duration
55s
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2m 42s
Traffic sources
● Direct 76% · ● Referral 24%
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● Direct 80% · ● Referral 19%
Code Wikillama.cppStartKitDeepWiki
0341.2K682.3K1M1.4MCode 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 · 1.3KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2K1001K10K100K1M10MCode 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 · 1.3KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Freemium
Free
Starting price
Free
Free
$149per month
Free
Free tier
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Free trial
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API access
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Plans
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Starter $149Growth $249Concierge $0
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Capabilities input → output
Input
Code
ImagesText
Text
CodeWeb pages
Output
ImagesText
Text
Code
Text
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
8
4
Developer tools
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Codebase q a
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Code documentation
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LLM development
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Local AI
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Architecture
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Backend development
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Code explanations
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GitHub
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Large language models
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Self hosted
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APIs
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Code analysis
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Code summaries
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Coding
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Development
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Frontend development
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GitHub pull requests
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Llama 3 on mac
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Payments
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SaaS product launches
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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.