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Scale AI

★ 4/5 · Infrastructure/Database

Scale AI is AI infrastructure or database tooling for vectors, data pipelines, or model serving.

Pros

• Enterprise data labeling for AI/ML teams
• handles images, text, and complex tasks
• supports custom labeling workflows
• used by leading AI companies

Cons

• Enterprise-only, no self-serve pricing
• average contracts $93k/year but ranges $20k-$400k
• requires significant minimum commitment

Cost

Average ~$93,000/year (enterprise); free tier available for experimental work (1,000 labeling units, 10,000 image uploads)

Verdict

Best for AI/ML teams building production models who need high-quality labeled data and custom workflows.

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