Best computational efficiency tools in 2025

audioFlux

Library for analyzing audio data and extracting key features.

Exllama

Memory-efficient model for AI applications with quantized weights.

Nvidia GPU Cloud (NGC)

GPU-optimized software for AI and machine learning development.

GPT-2 Output Detector

A tool to determine if text is human or AI-generated.

DataRobot AI Platform

Build predictive models quickly and accurately with advanced analytics.

Google ML Kit

Enable advanced features in mobile applications with machine learning.

H2O.ai Autopilot

Automated machine learning for predictive insights and data analysis.

Dstack

AI container orchestration for efficient resource management.

Subscription + from $2.10/h
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WisBot

Automated assistant for data analysis and machine learning tasks.

Sagify

Effortlessly manage machine learning tasks and model deployment.

Deepnote AI

AI-driven data notebooks for seamless analysis and collaboration.

AWS CodeStar

Integrated development environment for cloud applications.

Neuromation

Streamlined management for machine learning projects.

GGML

Efficient tensor library for machine learning on everyday devices.

PyCaret

A low-code library for building machine learning models effortlessly.