Best ai model evaluation tools in 2025

BraintrustData

Evaluate and refine AI models with iterative workflows.

AnyModel

Access and compare insights from over 50 AI models.

Chatplayground.ai

Compare various AI models for informed decision-making.

Neurelo

Integrates AI agents with enterprise databases securely and efficiently.

Appen

Data solutions that enhance advanced AI model performance.

Dstack

AI container orchestration for efficient resource management.

Subscription + from $2.10/h
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FriendliAI

Generative AI inference system for streamlined model deployment.

AIxBlock

Build and deploy AI models without coding skills.

Cogment

Collaborative learning environment for AI and humans.

Modelbit

Infrastructure-as-code for deploying machine learning models.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

TuneMyAI

Quickly finetune AI models for diverse applications.

Saturn Cloud

Collaborative environment for training and scaling machine learning models.

DeepDetect

User-friendly interface for training deep learning models.

Helicon

Streamlined management for AI model deployment and monitoring.

Lucida

Manage and deploy AI models seamlessly across environments.

Aiproxy

Protect API keys with a secure and easy proxy solution.

UbiOps

Centralized management for AI model deployment across environments.

MindPal.io

Build and automate AI agents for various business tasks.

Watson Machine Learning

Collaborative environment for building and optimizing AI models.

Humanloop

Collaborative environment for evaluating large language models.

Run AI

Automates and accelerates AI workflows for effective resource management.

FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

TASK HUB AI

Learn and apply artificial intelligence to everyday tasks.

Datasaur

Data labeling and private LLM development made efficient.