Lambda vs Unitlab Annotate vs Scale AI vs Modal

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

Your tool
Lambda
vs
Competitor 1
Unitlab Annotate
Competitor 2
Scale AI
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Unitlab Annotate
unitlab.ai
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Competitor 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 Modal
modal.com
Run AI code without infrastructure
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Traffic estimated monthly website traffic
Monthly visits
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7.2Kvisits/mo
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972.8Kvisits/mo
MoM change
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▲ 76.6%
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▲ 5.7%
6-month growth
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+37.1%
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+13.6%
Global rank web
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#2,769,635
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#43,856
Avg. last 3 months
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5.1K
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960K
Bounce rate lower is better
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62%
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37%
Pages / visit
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1.1
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6.6
Visit duration
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1m 41s
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5m 31s
Traffic sources
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● Direct 94% · ● Referral 5%
LambdaUnitlab AnnotateScale AIModal
0291.9K583.7K875.6K1.2MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
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Freemium
Starting price
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$89per month · free tier available
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$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeActive $99/moPro $195/mo
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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
AudioDocumentsImagesTextVideo
Data
Code
Output
Apps
Data
Data
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
7
4
6
Data labeling
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GPU infrastructure
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Developer tools
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Model training
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Image annotation
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Generative AI evaluation
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Image segmentation
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Inference
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Object identification
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APIs
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Data quality control
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Development
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LLM development
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OCR
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Performance optimization
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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
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Saves
0
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Reviews
0
0
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Prompts
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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.