Best digital product testing tools in 2025

Yadget

Generate large volumes of synthetic data for various projects.

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
open
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
open
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.

Synthetic Data Hub

Marketplace for privacy-focused synthetic datasets for AI training.

WebDB

User-friendly database management system with AI support.

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.

QueryX

Natural language data querying for everyone.

Tensorflow

Framework for building machine learning models across various domains.

Snorkel

Rapidly generates reliable training data for machine learning.

Jupyter

Create and share interactive documents for data and code.

IBM Watson Knowledge Catalog

Centralized data management for streamlined discovery and governance.

APISCRAPY

Automated web data extraction for easy API creation.

anomalo.com

Automated data quality monitoring for reliable insights.

Hexo AI

Automated data transformation for efficient analysis and insights.