Best model performance evaluation tools tools in 2025

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

Caret

A comprehensive framework for predictive modeling in R.

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Skills AI Chat

Interact with data using natural language for instant insights.

Lume

Automate and validate data mapping effortlessly.

Graphite Note

No-code AI for data analysis and predictive modeling.

SAS Model Manager

Manage analytics models effectively with streamlined oversight.

Jamix

Unified data analysis and workflow automation for enterprises.

Wolfram Mathematica

Advanced environment for mathematical computing and data visualization.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

InterpretML

Visualize and analyze machine learning model behavior and predictions.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

Caffee

Framework for building deep learning models efficiently.

DotData

Automates data analysis and feature engineering for insightful decisions.

Zoocial

Interactive data analysis with AI-driven insights and visualizations.

Featureform

Centralized feature management for data science teams.

H2O AutoML

Automated machine learning for faster and easier model training.

WisBot

Automated assistant for data analysis and machine learning tasks.

Google Deep Learning Containers

Pre-packaged environments for efficient machine learning model deployment.

SapientML

Generate accurate AI models quickly and effortlessly.

Tensorflow

Framework for building machine learning models across various domains.

MLbox

Automated data preprocessing and model optimization for machine learning.

Saturn Cloud

Collaborative environment for training and scaling machine learning models.