act101 vs Code Wiki vs Lambda vs ZeroPath

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

Your tool
act101
vs
Competitor 1
Code Wiki
Competitor 2
Lambda
Competitor 3
ZeroPath
Compare
4 tools · best value per row highlighted
Your tool act101
act101.ai
Build bigger, better, faster, for less.
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 ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
—
40.6Kvisits/mo
MoM change
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▼ 17.8%
—
▲ 16.1%
6-month growth
—
-70.8%
—
+50.1%
Global rank web
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#251,881
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#858,063
Avg. last 3 months
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225.3K
—
38.9K
Bounce rate lower is better
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41%
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43%
Pages / visit
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3.0
—
1.7
Visit duration
—
55s
—
22s
Traffic sources
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● Direct 76% · ● Referral 24%
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● Direct 77% · ● Mail 18%
act101Code WikiLambdaZeroPath
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$29per month · free tier available
Free
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$1,000per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
Capabilities input → output
Input
Code
Code
CodeData
Code
Output
Code
ImagesText
Apps
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
7
3
8
Code analysis
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Developer tools
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Code reviews
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Code conversion
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Code documentation
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Code security
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Code security analysis
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Code translation
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Codebase q a
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Cybersecurity vulnerabilities
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GPU infrastructure
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Refactoring
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Vulnerability analysis
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Architecture
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Code explanations
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Code quality
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Coding
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MCP
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Agents
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Code summaries
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Cybersecurity
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GitHub pull requests
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Model training
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Security automation
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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
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.