LabelGPT vs Developer Toolkit vs Code Wiki vs act101

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

Your tool
LabelGPT
vs
Competitor 1
Developer Toolkit
Competitor 2
Code Wiki
Competitor 3
act101
Compare
4 tools · best value per row highlighted
Your tool LabelGPT
labellerr.com
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 act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
135.3Kvisits/mo
9.7Kvisits/mo
152.5Kvisits/mo
—
MoM change
▼ 22.5%
▲ 46.3%
▼ 17.8%
—
6-month growth
+18.2%
+253.1%
-70.8%
—
Global rank web
#335,350
#2,468,968
#251,881
—
Avg. last 3 months
139.9K
6.8K
225.3K
—
Bounce rate lower is better
43%
39%
41%
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Pages / visit
1.8
1.4
3.0
—
Visit duration
25s
1s
55s
—
Traffic sources
● Direct 70% · ● Referral 29%
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● Direct 76% · ● Referral 24%
—
LabelGPTDeveloper ToolkitCode Wikiact101
0206.5K413K619.5K826KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KDeveloper 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 · 152.5K1001K10K100K1MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KDeveloper 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 · 152.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$9,999per month · free tier available
$19.99per month
Free
$29per month · free tier available
Free tier
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Free trial
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API access
–
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Plans
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
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Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Capabilities input → output
Input
ImagesText
Text
Code
Code
Output
Data
Text
ImagesText
Code
Skill level
Intermediate
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeAI 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
3
2
7
4
Code analysis
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Code documentation
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Codebase q a
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Data labeling
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Developer tools
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Development guide
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Image annotation
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Architecture
–
–
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Code explanations
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–
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Code quality
–
–
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Development guidance
–
–
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Image segmentation
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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
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 1
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.