Roboflow vs LabelGPT vs Unitlab Annotate vs Spot AI

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

Your tool
Roboflow
vs
Competitor 1
LabelGPT
Competitor 2
Unitlab Annotate
Competitor 3
Spot AI
Compare
4 tools · best value per row highlighted
Your tool Roboflow
roboflow.com
Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.
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Competitor LabelGPT
labellerr.com
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Competitor Unitlab Annotate
unitlab.ai
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Competitor Spot AI
spot.ai
Spot AI turns cameras into AI teammates that watch video around the clock, reason about what they see and act on it.
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Traffic estimated monthly website traffic
Monthly visits
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135.3Kvisits/mo
7.2Kvisits/mo
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MoM change
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▼ 22.5%
▲ 76.6%
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6-month growth
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+18.2%
+37.1%
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Global rank web
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#335,350
#2,769,635
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Avg. last 3 months
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139.9K
5.1K
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Bounce rate lower is better
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43%
62%
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Pages / visit
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1.8
1.1
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Visit duration
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25s
1m 41s
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Traffic sources
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● Direct 70% · ● Referral 29%
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RoboflowLabelGPTUnitlab AnnotateSpot AI
043.7K87.3K131K174.6KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2K1K10K100K1MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
$39per month · free tier available
$9,999per month · free tier available
$89per 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 Tier FreeCore $39/moEnterprise Custom
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Free FreeActive $99/moPro $195/mo
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Capabilities input → output
Input
ImagesVideo
ImagesText
AudioDocumentsImagesTextVideo
Video
Output
AppsData
Data
Data
DataText
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI Image Recognition+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Productivity & OfficeResearch & AnalyticsAI Image RecognitionAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
3
7
7
Data labeling
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Image annotation
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Image segmentation
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Object identification
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Image recognition
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Image analysis
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Model training
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Security monitoring
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Agents
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Events monitoring
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Image AI
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Monitoring
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Computer vision assistance
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Data quality control
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Developer tools
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OCR
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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
▲ 1
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Saves
0
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Reviews
0
0
0
0
Prompts
0
0
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.