Best interactive evaluation tools in 2025

Gentrace

Automated evaluations for generative AI models.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Megatron LM

Advanced framework for training large transformer models efficiently.

COG

Streamlined deployment of machine learning models across environments.

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.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.