Best ai model assessment frameworks tools in 2025

CircleCI

Automates code testing and deployment for software teams.

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.

Gentrace

Automated evaluations for generative AI models.

laminar

An open-source framework for monitoring AI model performance.

Llmarena

Easily compare and evaluate various AI models for your needs.

Appen

Data solutions that enhance advanced AI model performance.

BraintrustData

Evaluate and refine AI models with iterative workflows.