Best experiment collaboration tools in 2025

Wandb AI

Systematic tracking and visualization for machine learning experiments.

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.

Stellr

Digital documentation for scientists to streamline research.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Metaflow

Build and manage machine learning projects effortlessly.

Sigopt

Intelligent experimentation for optimizing complex processes.

DeepMind Lab

Customizable 3D research environment for AI experiments.

OpenAI o1

Advanced language model for critical thinking and reasoning tasks.

Remyx

AI development studio for efficient model design and deployment.

Abzu

Accelerates RNA therapeutic design through advanced AI-driven insights.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Prompts

Track and visualize machine learning experiments seamlessly.

Pocket LLM

Local document organizer with fast search and retrieval features.

Lateral

Streamlined research organization and collaboration tool for academics.

Pvalyou

Intelligent agent for fast and personalized research support.

Aginsi

Research companion for streamlined data organization and synthesis.

Laketool

Transform data into actionable insights with advanced AI.

Stable Diffusion Webgpu

Generate stunning images from text prompts effortlessly.

AskThePDF

Accelerate research with interactive PDF reading and AI assistance.

Dopamine

Framework for quick reinforcement learning algorithm prototyping.

Heatseeker

Quickly test market ideas through social media experiments.

RLLab

Framework for building and testing reinforcement learning algorithms.

Kmeans

Run advanced AI models directly in your web browser.