Best ai evaluation methodologies tools in 2025

Megatron LM

Advanced framework for training large transformer models efficiently.

COG

Streamlined deployment of machine learning models across environments.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Gentrace

Automated evaluations for generative AI models.

BraintrustData

Evaluate and refine AI models with iterative workflows.

Future AGI

Evaluate and optimize AI applications for high performance.

Langtail

Low-code platform for testing AI applications effectively.

DALL-E (OpenAI)

Explore creative possibilities with advanced AI capabilities.

EvalsOne

Evaluate generative AI applications effectively and efficiently.

DocuWriter.ai

Automated code documentation generator for developers.

Dopamine

Framework for quick reinforcement learning algorithm prototyping.

CircleCI

Automates code testing and deployment for software teams.