Best ai model evaluation tools tools in 2025

Helicone

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

Lazyeyefix

AI-driven vision therapy for improving lazy eye conditions.

Megatron LM

Advanced framework for training large transformer models efficiently.

Align AI

Analyze user interactions with AI chatbots for improved performance.

Honeybadger

Real-time error tracking and application performance monitoring.

Uptrends

Monitor website and API performance with real-time alerts.

Neurelo

Integrates AI agents with enterprise databases securely and efficiently.

Appen

Data solutions that enhance advanced AI model performance.

Raygun

Application performance monitoring and error tracking solution.

Stackify

Full lifecycle application performance monitoring for developers.

Loggly

Real-time logging and monitoring for seamless system performance.

Anomify

Real-time anomaly detection for operational reliability and performance.

Dstack

AI container orchestration for efficient resource management.

Subscription + from $2.10/h
open
Llm-x

Streamlined API for integrating multiple language models.

Veriom

Manage technology risks with proactive visibility and insights.

Openlit

Real-time monitoring and management for AI application performance.

Kai

Analyze healthcare conversations for actionable insights and improved care.

Flip.AI

Real-time incident resolution for IT operations and development teams.

FriendliAI

Generative AI inference system for streamlined model deployment.

Exllama

Memory-efficient model for AI applications with quantized weights.

H2O.ai

Comprehensive AI solutions for building predictive and generative models.

Lucida

Manage and deploy AI models seamlessly across environments.

NVIDIA Deep Learning SDK

Powerful software stack for developing advanced AI applications.

Humanloop

Collaborative environment for evaluating large language models.

CloudFactory

Intelligent AI data management for effective model deployment.