Best machine learning evaluation tools in 2025

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

OpenAI Startup Fund

Funding innovative AI startups to fuel technological advancement.

Kortical

Streamlined machine learning model development and deployment.

ELK Stack

Powerful suite for data collection, search, and visualization.

AI-powered Parabola steps

Automate and organize data workflows effortlessly.

DotData

Automates data analysis and feature engineering for insightful decisions.

Dataiku DSS

Collaborative data science solution for actionable insights.

Sagemaker Studio

Streamlined machine learning for actionable business insights.

Apple Create ML

User-friendly machine learning model development for Mac users.

FinetuneDB

Quickly build and refine AI models with custom datasets.

Nyckel

Create and deploy custom machine learning models with ease.

Kili Technology

Reliable data preparation for AI projects.

Synthetic Data Hub

Marketplace for privacy-focused synthetic datasets for AI training.

Caffee

Framework for building deep learning models efficiently.

Chata.ai

Natural language data interaction for immediate insights.

Monsterapi

A user-friendly interface for managing and deploying AI models.

Albumentations

Image augmentation library for enhancing datasets in deep learning.

Laketool

Transform data into actionable insights with advanced AI.

UnionAI

Manage workflows and optimize costs for AI development seamlessly.

Deepchecks Testing Package

Continuous validation for machine learning models and data quality.

Torch

A framework for scientific computing and machine learning.

SapientML

Generate accurate AI models quickly and effortlessly.

Snorkel

Rapidly generates reliable training data for machine learning.

TuneMyAI

Quickly finetune AI models for diverse applications.

OWOX BI

Streamlines data visualization and reporting in Google Sheets.