Unitlab Annotate vs Surge AI vs LabelGPT 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
Surge AI
Competitor 2
LabelGPT
Competitor 3
CleeAI
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
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Competitor Surge AI
surgehq.ai
Surge AI positions itself as a source of human intelligence for training advanced AI.
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Competitor CleeAI
cleeai.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
—
135.3Kvisits/mo
1Kvisits/mo
MoM change
▲ 76.6%
—
▼ 22.5%
▲ 29.5%
6-month growth
+37.1%
—
+18.2%
-62.5%
Global rank web
#2,769,635
—
#335,350
#16,113,847
Avg. last 3 months
5.1K
—
139.9K
617
Bounce rate lower is better
62%
—
43%
51%
Pages / visit
1.1
—
1.8
1.0
Visit duration
1m 41s
—
25s
—
Traffic sources
—
—
● Direct 70% · ● Referral 29%
—
Unitlab AnnotateSurge AILabelGPTCleeAI
043.7K87.3K131K174.6KUnitlab 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 · 135.3KCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1K1001K10K100K1MUnitlab 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 · 135.3KCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Freemium
Starting price
$89per month · free tier available
—
$9,999per month · free tier available
$199per month · free tier available
Free tier
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Free trial
–
–
–
–
API access
–
–
–
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Plans
Free FreeActive $99/moPro $195/mo
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Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Basic Plan FreePro Plan $199/moEnterprise Plan $399/mo
Capabilities input → output
Input
AudioDocumentsImagesTextVideo
Data
ImagesText
Text
Output
Data
Data
Data
Text
Skill level
Advanced
Advanced
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
4
3
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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–
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LLM gateway
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–
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LLM management
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–
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Object identification
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–
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Benchmarks
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–
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Cost management
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–
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Data quality control
–
–
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Generative AI evaluation
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–
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LLM development
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–
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LLM security guidance
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–
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OCR
–
–
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Video analysis
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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
▲ 1
▲ 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.