Scale AI vs Unitlab Annotate vs V7 Darwin

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

Your tool
Scale AI
vs
Competitor 1
Unitlab Annotate
Competitor 2
V7 Darwin
Competitor 3
Suggested competitors for Scale AI: Surge AI90% Weights & Biases83% Mercor83% Encord80% LLaMA-Factory80% Axolotl80% Amazon SageMaker80% Hugging Face TRL79%
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3 tools · best value per row highlighted
Your tool Scale AI
scale.com
Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.
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Competitor Unitlab Annotate
unitlab.ai
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Competitor V7 Darwin
v7labs.com
V7 Darwin is a data labeling and training data platform for machine learning teams.
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Traffic estimated monthly website traffic
Monthly visits
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7.2Kvisits/mo
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MoM change
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▲ 76.6%
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6-month growth
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+37.1%
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Global rank web
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#2,769,635
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Avg. last 3 months
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5.1K
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Bounce rate lower is better
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62%
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Pages / visit
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1.1
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Visit duration
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1m 41s
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Traffic sources
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Scale AIUnitlab AnnotateV7 Darwin
01.8K3.6K5.4K7.2KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2K1K10KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KNov '25DecJan '26FebMarAprAug
Pricing
Model
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Freemium
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Starting price
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$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
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Free FreeActive $99/moPro $195/mo
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Capabilities input → output
Input
Data
AudioDocumentsImagesTextVideo
DocumentsImagesVideo
Output
Data
Data
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
7
6
Data labeling
Image annotation
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Image segmentation
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Model training
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Generative AI evaluation
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Object identification
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Computer vision assistance
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Data quality control
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LLM development
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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
Upvotes
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Saves
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0
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Reviews
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Prompts
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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.