Unitlab Annotate vs LabelGPT vs Redlight Greenlight for Claude Code vs CleeAI

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

Your tool
Unitlab Annotate
vs
Competitor 1
LabelGPT
Competitor 2
Redlight Greenlight for Claude Code
Competitor 3
CleeAI
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Competitor Redlight Greenlight for Claude Code
github.com
One-click approve for Claude Code permissions
Make main Remove
Competitor CleeAI
cleeai.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
135.3Kvisits/mo
637.9Mvisits/mo
1Kvisits/mo
MoM change
▲ 76.6%
▼ 22.5%
▲ 3.7%
▲ 29.5%
6-month growth
+37.1%
+18.2%
+19.3%
-62.5%
Global rank web
#2,769,635
#335,350
#49
#16,113,847
Avg. last 3 months
5.1K
139.9K
629.7M
617
Bounce rate lower is better
62%
43%
36%
51%
Pages / visit
1.1
1.8
5.9
1.0
Visit duration
1m 41s
25s
6m 26s
—
Traffic sources
—
● Direct 70% · ● Referral 29%
● Direct 83% · ● Referral 15%
—
Unitlab AnnotateLabelGPTRedlight Greenlight for Claude CodeCleeAI
0159.5M318.9M478.4M637.9MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9MCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1K1001K10K100K1M10M100M1BUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KRedlight Greenlight for Claude Code · 484.3MRedlight Greenlight for Claude Code · 504MRedlight Greenlight for Claude Code · 542.6MRedlight Greenlight for Claude Code · 534.8MRedlight Greenlight for Claude Code · 634.3MRedlight Greenlight for Claude Code · 631MRedlight Greenlight for Claude Code · 636.1MRedlight Greenlight for Claude Code · 615.2MRedlight Greenlight for Claude Code · 637.9MCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$89per month · free tier available
$9,999per month · free tier available
$5per month
$199per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
–
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Plans
Free FreeActive $99/moPro $195/mo
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Plan $5/moPlan $21/unknown
Basic Plan FreePro Plan $199/moEnterprise Plan $399/mo
Capabilities input → output
Input
AudioDocumentsImagesTextVideo
ImagesText
Text
Text
Output
Data
Data
Text
Text
Skill level
Advanced
Intermediate
Intermediate
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
7
3
2
5
Data labeling
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Image annotation
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Image segmentation
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AI governance
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LLM gateway
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LLM management
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Object identification
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Coding
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–
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Cost management
–
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Data quality control
–
–
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Developer tools
–
–
–
LLM security guidance
–
–
–
OCR
–
–
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Video analysis
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.