Best tracing tools tools in 2025

laminar

An open-source framework for monitoring AI model performance.

Langtrace.ai

Open-source observability for AI agents' performance and security.

Future AGI

Evaluate and optimize AI applications for high performance.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Prompt Octopus

Visual comparison tool for AI model responses and prompts.

Megatron LM

Advanced framework for training large transformer models efficiently.

AWS AI Services

Comprehensive cloud computing solutions for businesses.