Best experimentation platform tools in 2025

Dopamine

Framework for quick reinforcement learning algorithm prototyping.

Heatseeker

Quickly test market ideas through social media experiments.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Kmeans

Run advanced AI models directly in your web browser.

Megatron LM

Advanced framework for training large transformer models efficiently.

DeepMind Lab

Customizable 3D research environment for AI experiments.

UpTrain

Evaluate and enhance language models with streamlined workflows.

Remyx

AI development studio for efficient model design and deployment.

Stellr

Digital documentation for scientists to streamline research.

Laketool

Transform data into actionable insights with advanced AI.

Mistral.rs

Run large language models quickly for effective results.

Typefrost

Transform complex data into clear insights with advanced AI.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Labnote

Organize and track research data efficiently.

Metaflow

Build and manage machine learning projects effortlessly.

Powerdrill

Quickly uncover insights from complex data with ease.

Duino Code Generator

Streamline Arduino coding with tailored code generation.

Sigopt

Intelligent experimentation for optimizing complex processes.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Amplitude

Insightful analytics for understanding user interactions across platforms.

Ascenscia

Voice-activated assistant for hands-free lab data management.

Parea

Manage and enhance the performance of large language models.

OpenAI o1

Advanced language model for critical thinking and reasoning tasks.

Dataiku DSS

Collaborative data science solution for actionable insights.