Best model performance tracking tools in 2025

Megatron LM

Advanced framework for training large transformer models efficiently.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Caret

A comprehensive framework for predictive modeling in R.

Ada by BoostKPI

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

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Exllama

Memory-efficient model for AI applications with quantized weights.

Facebookโ€™s PyTorch

Dynamic framework for building deep learning models.

Blender Copilot

AI-driven assistant for seamless 3D modeling and creativity.

SAP HANA Cloud

Integrated database management for real-time data applications.

Databricks

Unified analytics for real-time data insights and collaboration.

Lume

Automate and validate data mapping effortlessly.

Ploomber Cloud

Build and manage data pipelines efficiently with collaborative workflows.

Isomeric

Transforms messy text into structured, machine-readable data.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Qubole

Cost-effective data lake solution for efficient analytics.

Apache Samza

Real-time data processing framework for stateful applications.

Saturn Cloud

Collaborative environment for training and scaling machine learning models.

LM Evaluation Test Suite by AI21Labs

Evaluate the performance of large-scale language models.

Pubcompare

Access millions of trusted experimental protocols for research.

section4.com

Customized training for integrating AI into daily work.

Zoocial

Interactive data analysis with AI-driven insights and visualizations.

Facebook AI

Open-source AI models for customizable communication solutions.

Jarvis/HuggingGPT

Connects AI models for efficient management and collaboration.