Gretel.ai — AI Data Analytics Tool
4.4 (from 13
reviews)
Rated #35 in
AI Data Analytics Tools
What is Gretel.ai?
Gretel.ai is a synthetic data platform for AI model training. It allows data scientists and machine learning engineers to generate artificial datasets that maintain the statistical properties of real data, enabling faster model development while preserving data privacy.
What sets Gretel.ai apart?
Gretel.ai distinguishes itself by generating multiple types of synthetic data, including tabular, time-series, and text, allowing AI developers to tackle complex real-world scenarios. This versatility proves invaluable for companies seeking to speed up their AI initiatives without compromising data security. By providing on-demand access to high-quality artificial datasets, Gretel.ai helps reduce the time and resources typically required for data collection and preparation.
Gretel.ai Use Cases
- Generate synthetic data
- Anonymize sensitive information
- Augment ML datasets
- Design custom datasets
- Simulate rare scenarios
Who uses Gretel.ai?
Features and Benefits
- Synthetic Data GenerationGenerate artificial datasets with characteristics similar to real data to improve AI models while preserving privacy.
- Data AnonymizationDetect and remove personally identifiable information from datasets to protect sensitive data.
- Tabular Data SupportProcess various types of tabular data including numerical, categorical, and time-series information.
- Quality EvaluationAssess the quality of synthetic data through comprehensive reports and metrics.
- API IntegrationAccess Gretel's functionality through APIs and SDKs for seamless integration into existing workflows.
Gretel.ai Pros and Cons
Pros
- Generates high-quality synthetic data for AI model training
- Protects sensitive information and enhances data privacy
- User-friendly interface with easy implementation
- Handles large datasets of various types
- Provides comprehensive quality and utility reporting
- Offers free version with useful features
- Excellent customer support
Cons
- May require some machine learning knowledge for optimal use
- Processing very large datasets can be time-consuming
- Advanced features may have a learning curve
- Limited customization options for some users
- Upper cap on generated data size in some instances
Pricing
Free Tier $0/mo
- 15 free monthly credits
- 100K+ highest-quality synthetic records using Gretel Workflows
- 2M+ Transform records
- 2M+ PII detection records
- 1.5 million characters using the Gretel Navigator inference API
- 2 concurrent jobs
- 1 hour runtime limit
- Unlimited maximum dataset size
- Community support
Pay-as-you-go $2/mo
- $2.00 per credit after free credits are used
Team $295/mo
- $2.20 per credit
- 10 concurrent jobs
- 99.5% API availability SLA
- 1 business day email support
- Custom SSO support
- Pool credits with your team
- 12 hours runtime limit
- Unlimited maximum dataset size
- Weekday email support
Enterprise Price not available
- Custom enterprise turbo-scaling
- 99.5% API availability SLA
- 24/7 phone and email support
- Custom SSO support
- Pool credits with your team
- Designated customer success engineer
- 12 hours runtime limit
- Unlimited maximum dataset size
- Early access to beta features
Gretel.ai Alternatives
Transform raw data into actionable strategies