Best engineering simulations tools in 2025

Outlier Database

Easily analyze and visualize data trends and patterns.

Shape

Query databases using plain English for quick insights.

NLSQL

Transforms natural language questions into SQL queries effortlessly.

Toggle

Engage with data using natural language for insightful analysis.

Amazon Athena

Analyze data stored in S3 using SQL queries quickly and easily.

RTutor

Engaging data analysis through natural language queries.

AskCSV

Upload CSV files and ask questions to analyze data easily.

Analyst Intelligence

Powerful analytics for non-engineers to streamline data insights.

SciPy

Library for scientific computing with algorithms in Python.

CodeSignal Learn

Interactive learning for programming skills and interview preparation.

Calculator Air

AI-powered math solver for all skill levels.

Jupyter

Create and share interactive documents for data and code.

Census GPT

Access city and neighborhood data with ease.

Desmos

Interactive math learning and visualization resource for students and teachers.

Siml.ai

High-performance software for fast physics simulations using AI.

GitStats

Generate insightful statistics from git repositories for project analysis.

Prog.AI

Skill assessment tool for software developers' code contributions.

Github Copilot

AI-powered coding assistant for software developers.

Weekly github

Weekly summaries of GitHub contributions and collaborations.