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Scale AI vs Labelbox AI

This comparison was retrieved by database IDs selected from the catalog.

Scale AI favicon

Scale AI

Scale AI

Labelbox AI favicon

Labelbox AI

Labelbox

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
AI Data Platform
AI Training Data Platform
Company
Scale AI
Labelbox
Status
Active
Active
Launch year
2016
2022
Tags
data-labellingtraining-dataenterpriseaimlopsevaluation
training-dataaiannotationlabelingmlopsdata-management
Pricing
Starting price
Custom pricing
Free
Pricing model
Enterprise
Freemium
Free plan
No
Yes
Free trial
✕
✕
Pricing notes

Enterprise pricing only. Contact sales for custom quotes. Scale Donovan for government and defence is separately priced.

Free plan (5K data rows). Starter $500/month. Business custom. Enterprise custom. 14-day trial.

Capabilities
Best for
AI model training dataModel evaluationRLHF and alignment dataComputer vision datasetsNatural language datasets
AI training data creation and managementImage and video annotation at scaleNLP and text annotationActive learning dataset managementFoundation model evaluation and comparison
Target audience
AI labsEnterprise ML teamsGovernment agenciesDefence contractorsLarge technology companies
ML engineers and data scientistsAI training data teamsComputer vision teamsNLP researchersAI platform and MLOps teams
AI type
ML Platform
ML Platform
Modalities
TextImageAudioVideoCode
ImageTextVideoAudio
Technical
Model provider
Scale AI
Labelbox
Model names
—
—
API available
✓
✓
Open source
✕
✕
Deployment
SaaSEnterprise
SaaS
Platforms
WebAPI
WebPythonAPI
Integrations
Major cloud providersEnterprise systems
Google CloudAWSAzureDatabricksAPI
Team collaboration
✓
✓
Trust & security
Security

SOC 2 Type II certified. Government division operates under appropriate clearance frameworks. Enterprise includes comprehensive security and compliance documentation.

SOC 2 Type II. ISO 27001. GDPR compliant. HIPAA eligible. Enterprise data handling agreements.

Privacy notes

Scale AI processes potentially sensitive training data under enterprise data handling agreements. Review Scale AI's data security documentation for specific compliance requirements.

Training data and annotation work processed on Labelbox's infrastructure. Review data handling for sensitive training datasets including personal or proprietary data.

Verdict
Pros
  • High-quality human-labelled training data at enterprise scale
  • Trusted by leading AI companies for model training and evaluation
  • Strong quality control processes for annotation consistency
  • Donovan division serves government and defence needs
  • Databricks, Volvo, and Recursion validate across technology, automotive, and pharmaceutical AI
  • AI-assisted labelling dramatically reduces per-label annotation time with model pre-annotation
  • Free plan with 5K rows enables ML teams to evaluate without payment commitment
  • Multi-modal annotation covers image, video, text, audio, and LiDAR for comprehensive training data needs
Cons
  • Enterprise-only with no self-service or individual access
  • Not relevant for most developers and small businesses
  • Pricing requires custom sales process
  • 5K free rows is limited for serious ML projects requiring paid subscription
  • Training data quality management requires annotation workforce coordination alongside the platform
  • Competing with Scale AI (covered), Snorkel AI (rank 640), and cloud provider labelling for training data

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