DeepWiki vs Code Wiki vs Lambda vs Hal

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

Your tool
DeepWiki
vs
Competitor 1
Code Wiki
Competitor 2
Lambda
Competitor 3
Hal
Compare
4 tools · best value per row highlighted
Your tool DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
957.2Kvisits/mo
152.5Kvisits/mo
—
3.4Kvisits/mo
MoM change
▼ 2.5%
▼ 17.8%
—
▼ 10.9%
6-month growth
-29.9%
-70.8%
—
+60.6%
Global rank web
#63,286
#251,881
—
#6,156,551
Avg. last 3 months
998K
225.3K
—
3.9K
Bounce rate lower is better
57%
41%
—
39%
Pages / visit
2.3
3.0
—
1.1
Visit duration
2m 42s
55s
—
—
Traffic sources
● Direct 80% · ● Referral 19%
● Direct 76% · ● Referral 24%
—
—
DeepWikiCode WikiLambdaHal
0341.2K682.3K1M1.4MDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10MDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Paid
Freemium
Starting price
Free
Free
—
$2,000per month
Free tier
–
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Free trial
–
–
–
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API access
–
–
–
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Plans
—
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Startups $2,000/mo
Capabilities input → output
Input
CodeWeb pages
Code
CodeData
CodeText
Output
Text
ImagesText
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
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
4
7
2
4
Codebase q a
–
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Code documentation
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Chatbot building
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Chatbots
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–
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GPU infrastructure
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–
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APIs
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Architecture
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–
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Code explanations
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–
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Document chat
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–
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GitHub
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–
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Code analysis
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–
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Code summaries
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–
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Developer tools
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–
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GitHub pull requests
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–
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LLM development
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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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–
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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.