Code Wiki vs LabelGPT vs act101

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

Your tool
Code Wiki
vs
Competitor 1
LabelGPT
Competitor 2
act101
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Competitor LabelGPT
labellerr.com
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Traffic estimated monthly website traffic
Monthly visits
152.5Kvisits/mo
135.3Kvisits/mo
—
MoM change
▼ 17.8%
▼ 22.5%
—
6-month growth
-70.8%
+18.2%
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Global rank web
#251,881
#335,350
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Avg. last 3 months
225.3K
139.9K
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Bounce rate lower is better
41%
43%
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Pages / visit
3.0
1.8
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Visit duration
55s
25s
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Traffic sources
● Direct 76% · ● Referral 24%
● Direct 70% · ● Referral 29%
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Code WikiLabelGPTact101
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 · 152.5KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$9,999per month · free tier available
$29per month · free tier available
Free tier
Free trial
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API access
–
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Plans
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Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Capabilities input → output
Input
Code
ImagesText
Code
Output
ImagesText
Data
Code
Skill level
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
10
Code analysis
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Code conversion
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Code documentation
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Code translation
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Codebase q a
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Data labeling
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Developer tools
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Image annotation
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Refactoring
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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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Image segmentation
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MCP
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Agents
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Code reviews
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Code summaries
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GitHub pull requests
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.