Best ai evaluation frameworks tools in 2025

Syntiant

Advanced edge AI technology for smarter devices.

thisorthis.ai

Compare responses from various generative AI models seamlessly.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Llama.cpp

Efficient inference engine for C and C++ language models.

Llama2 by Meta

Open-source AI models for diverse applications and easy deployment.

RLLab

Framework for building and testing reinforcement learning algorithms.

PyTorch

Framework for building dynamic neural networks and computations.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.