Best data testing tools in 2025

Jupyter

Create and share interactive documents for data and code.

Scrap.so

Automated data collection from websites for effortless research.

Free trial + from $31.99/one-time
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GA4 Auditor

Streamlined auditing for Google Analytics 4 accounts.

Free trial + from $99/audit
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Grably

User-consented datasets for AI projects, sourced ethically and transparently.

Fuzzy match

Intelligent matching for messy textual data.

Dataset Marketplace

Access ready-to-use datasets for informed decision-making.

Yadget

Generate large volumes of synthetic data for various projects.

H2O AI Platform

Create and deploy AI models with ease.

Andre

Data analysis made easy for everyone, regardless of experience.

SimplyPut

Ask questions about data and get instant, clear answers.

Label Studio

Streamlined data labeling for training machine learning models.

Graphrag

Graph-based information retrieval for improved data analysis.

Universal Data Generator

Easily create datasets in CSV format using AI-driven generation.

Free + from $4.00/m
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Albumentations

Image augmentation library for enhancing datasets in deep learning.

DALL-E Bulk Image Generator

Generate multiple images quickly with customizable options.

Syntho

Generates realistic data without compromising privacy.

CSV To JSON Converter

Transform CSV files into structured JSON data quickly.

DATPROF

Streamlined management of test data for compliance and efficiency.

Rise of Machine

Discover diverse AI resources for productivity and creativity.

Free trial + from $19/m
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Shell2

An interactive data management and analysis environment.

AI Placeholder

Generate realistic dummy data for various testing needs.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

Celerforge

Quickly generate realistic mock APIs for testing and development.

GenRocket

On-demand generation of realistic synthetic test data.

Formulai

Smart assistant for creating and understanding spreadsheet formulas.