Best model performance evaluation frameworks tools in 2025

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.

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.

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Caret

A comprehensive framework for predictive modeling in R.

Coginiti

AI-driven assistant for writing and optimizing SQL queries.

Camocopy

Privacy-focused AI for content creation and image analysis.

Hex.tech

Automated data analysis and visualization for all users.

Ada by BoostKPI

AI-driven data analysis for quick insights and informed decisions.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Hebbia

Generative AI for automating knowledge work and enhancing productivity.

GA4 Auditor

Streamlined auditing for Google Analytics 4 accounts.

Free trial + from $99/audit
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Wandb AI

Systematic tracking and visualization for machine learning experiments.

FinetuneDB

Quickly build and refine AI models with custom datasets.

Prompt Octopus

Visual comparison tool for AI model responses and prompts.

ELK Stack

Powerful suite for data collection, search, and visualization.

SAP HANA

Cloud-based database for intelligent data applications and analytics.

Subscription + from $9.48/y
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Monsterapi

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

AI-powered Parabola steps

Automate and organize data workflows effortlessly.

Prompt Studio

Collaborative data analysis for teams without coding skills.

Keywords AI

Streamlined performance monitoring for AI applications.

liteLLM

Access over 100 language models with ease and reliability.