YData SDK

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

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About

YData SDK is ranked #3 of 25 in synthetic data generation software on Inferse. It runs on API, Linux, macOS, Self-hosted, Windows. There is a free plan.

Compared on synthetic data generation software

Free plan: Yesydata.ai
Data modalities: tabular, time-series, relational databases, text corpus, documents, question-and-answer pairsydata.ai
Privacy technique: bothydata.ai
API access: Yesydata.ai
Output formats: PDF, DOCX, HTMLydata.ai

Facts

Purpose: YData SDK is a Python toolkit for data profiling, data improvement, and synthetic data generation.docs.sdk.ydata.ai · 30 Sept 2026
Profiling: It generates automated data profiles and comparison reports to help evaluate data quality and detect issues or drift.ydata.ai · 30 Sept 2026
Synthetic data: The SDK generates tabular, time-series, relational, text, Q&A, and document data.docs.sdk.ydata.ai · 30 Sept 2026
Privacy features: The SDK documentation describes built-in PII detection and anonymization alongside synthetic data generation.docs.sdk.ydata.ai · 30 Sept 2026
Integrations: Documented connectors include local files, Amazon S3, Azure Blob Storage, Google Cloud Storage, BigQuery, Microsoft SQL Server, MySQL, Snowflake, and Databricks.docs.sdk.ydata.ai · 30 Sept 2026
LLM providers: The SDK documentation names Workbench, OpenAI, Anthropic, and Gemini as supported LLM backends.docs.sdk.ydata.ai · 30 Sept 2026
Supported platforms: The SDK supports Python 3.10 and above and can be installed on Windows, Linux, or macOS.docs.sdk.ydata.ai · 30 Sept 2026
Deployment: YData says its platform can be deployed on customer cloud or on-premises infrastructure so data does not transfer between the customer and YData.ydata.ai · 30 Sept 2026
Security: YData states that it is a SOC 2 Type 2 certified company.ydata.ai · 30 Sept 2026
Synthetic data checks: YData says it evaluates generated data quality, utility, and privacy using divergence and correlation measures, TSTR, and privacy tests such as inference attacks.ydata.ai · 30 Sept 2026
Support: The SDK documentation directs users to contact YData for support and other inquiries.docs.sdk.ydata.ai · 30 Sept 2026
Intended users: YData describes the SDK as a Python toolkit for data science, data engineering, analytics, and AI development teams.pypi.org · 30 Sept 2026
Notable requirement: The SDK installation guide says some features require native libraries to be installed before the SDK.docs.sdk.ydata.ai · 30 Sept 2026