Best custom evaluation metrics tools in 2025

Helicone

Monitor and debug large language model applications in real-time.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Confident AI

Benchmarking solution for large language model evaluation.

LM Evaluation Test Suite by AI21Labs

Evaluate the performance of large-scale language models.

Kmeans

Run advanced AI models directly in your web browser.