Best ai model evaluation tools tools in 2025

Vllm

Efficient engine for serving large language models with speed.

Run AI

Automates and accelerates AI workflows for effective resource management.

AIxBlock

Build and deploy AI models without coding skills.

UbiOps

Centralized management for AI model deployment across environments.

CloudflareAI

Deploy AI applications effortlessly on a global network.

Lepton

Cloud-based AI infrastructure for scalable model deployment.

Neuromation

Streamlined management for machine learning projects.

ZETIC.MLange

On-device AI processing for enhanced performance and security.

Clear.ml

Integrated solution for AI model management and deployment.

Free + from $15/m
open
Denvr AI Cloud

On-demand computing resources designed for AI workloads.

Paid + from $1.00/h
open
Portkey

Centralized management for AI applications and workflows.

LMStudio

Run large language models locally for privacy and convenience.

Team-GPT

Collaborative workspace for effective team project management.

Dataloop

Streamlined solution for data management and AI model development.

AI Guru

Training and mentoring for AI technology adoption.

Glif

Create engaging AI applications without coding skills.

DecodeAI

An automated blog featuring curated AI insights and projects.

FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

Jarvis/HuggingGPT

Connects AI models for efficient management and collaboration.

Gym Retro

Access a vast library of video games for AI learning experiments.

Langtrace.ai

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

Future AGI

Evaluate and optimize AI applications for high performance.

Gentrace

Automated evaluations for generative AI models.

Parea

Manage and enhance the performance of large language models.

Mem0

Memory layer for enhanced AI personalization and efficiency.