Scale AI vs Lambda vs Amazon SageMaker

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

Your tool
Scale AI
vs
Competitor 1
Lambda
Competitor 2
Amazon SageMaker
Competitor 3
Suggested competitors for Scale AI: Surge AI90% Weights & Biases83% Mercor83% V7 Darwin82% Axolotl80% LLaMA-Factory80% Encord80% 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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
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Traffic estimated monthly website traffic
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Free
Free tier
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Free trial
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API access
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Plans
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Capabilities input → output
Input
Data
CodeData
CodeDataText
Output
Data
Apps
CodeData
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
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13
Model training
Developer tools
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LLM development
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Data labeling
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GPU infrastructure
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Big data analytics
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Cloud data management
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Data processing
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Data science
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Generative AI evaluation
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Jupyter notebooks
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Models management
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AWS
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Agents
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Fine-Tuning
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SQL
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Community on aitoolstime
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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.