Best prototyping machine learning tools in 2025

PlaidML

Framework for accessible deep learning across devices.

Checksum

Automated testing solution that learns from real user behavior.

Locket

Discover compatibility with a fun social interaction.

Apple Create ML

User-friendly machine learning model development for Mac users.

Kmeans

Run advanced AI models directly in your web browser.

Megatron LM

Advanced framework for training large transformer models efficiently.

Prompt Octopus

Visual comparison tool for AI model responses and prompts.

Caffee

Framework for building deep learning models efficiently.

EvalsOne

Evaluate generative AI applications effectively and efficiently.

Albumentations

Image augmentation library for enhancing datasets in deep learning.

Confident AI

Benchmarking solution for large language model evaluation.

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
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gNucleus AI

Transform text and images into detailed CAD designs swiftly.

Torch

A framework for scientific computing and machine learning.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Sagify

Effortlessly manage machine learning tasks and model deployment.

Teammate Lang

Easily build AI models and products with minimal technical skills.

TuneMyAI

Quickly finetune AI models for diverse applications.

Together AI

Cloud-based AI model development with NVIDIA GPU power.

Subscription + from $1.30/h
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Dopamine

Framework for quick reinforcement learning algorithm prototyping.

RateMyJD by Dover

AI-driven analysis for optimizing job descriptions.

RLLab

Framework for building and testing reinforcement learning algorithms.

Perspect

Visualize software team performance and recognize contributions in real time.

LM Evaluation Test Suite by AI21Labs

Evaluate the performance of large-scale language models.

QA.tech

Accelerate end-to-end testing with intelligent automation.