Unitlab Annotate vs Roboflow vs Comp AI vs Surge AI

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

Your tool
Unitlab Annotate
vs
Competitor 1
Roboflow
Competitor 2
Comp AI
Competitor 3
Surge AI
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
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Competitor Roboflow
roboflow.com
Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.
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Competitor Comp AI
trycomp.ai
Comp AI automates compliance certification workflows through AI agents that continuously collect evidence and monitor security posture across connected systems
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Competitor Surge AI
surgehq.ai
Surge AI positions itself as a source of human intelligence for training advanced AI.
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Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
—
95.4Kvisits/mo
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MoM change
▲ 76.6%
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▼ 16.0%
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6-month growth
+37.1%
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+41.5%
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Global rank web
#2,769,635
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#371,943
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Avg. last 3 months
5.1K
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97.9K
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Bounce rate lower is better
62%
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38%
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Pages / visit
1.1
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3.1
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Visit duration
1m 41s
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1m 56s
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Traffic sources
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● Direct 91% · ● Referral 4%
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Unitlab AnnotateRoboflowComp AISurge AI
028.4K56.8K85.2K113.6KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4K1K10K100K1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$89per month · free tier available
$39per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreeActive $99/moPro $195/mo
Free Tier FreeCore $39/moEnterprise Custom
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Capabilities input → output
Input
AudioDocumentsImagesTextVideo
ImagesVideo
Data
Data
Output
Data
AppsData
DataDocuments
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI Image Recognition+1 more
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
11
9
4
Data labeling
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Image annotation
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Object identification
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Image segmentation
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Compliance
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Image recognition
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Model training
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Security compliance
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Audit documentation
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Compliance management
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HIPAA compliance
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Image AI
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Image analysis
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Iso 27001 guidance
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Benchmarks
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Computer vision assistance
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Data privacy compliance
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Data quality control
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Developer tools
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Generative AI evaluation
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LLM development
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OCR
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Security audits
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Security monitoring
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Video analysis
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
0
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Prompts
0
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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.