Top Kumu Alternatives

Abacus.AI

Abacus.AI is a data science platform for building machine learning systems and AI agents, enhancing business operations through predictive modeling and automation.

Kaggle

Kaggle is a platform for data scientists to find datasets, build models, collaborate, and participate in competitions for machine learning challenges.

Zerve

AI-assisted data workspace for exploration, cleaning, analysis, visualization, ML model building and deployment via chat or code, with integrations to external data sources and compute.

Azure AI Foundry

Azure AI Foundry is a platform for building, hosting, and managing AI applications with pre-built models and custom development options, designed for developers and data scientists.

Lightning AI

Lightning AI is a cloud platform for building and scaling AI models using PyTorch, with features for collaboration, training, and debugging.

SAS

The SAS app provides advanced analytics and AI tools for data management and business intelligence, supporting decision-making across various industries.

Julius AI

Julius AI is an AI data analyst that helps users analyze, visualize data, create graphs, and build forecasting models using various file types and programming languages.

Dataiku

Dataiku is a platform for managing and deploying data analytics and AI projects, enabling users to prepare data, build models, and generate insights effectively.

Paperspace

Paperspace is a cloud platform for building, training, and deploying machine learning models, offering high-performance GPU infrastructure and collaborative tools.

火山引擎

火山引擎 (VolcEngine) is a cloud service platform offering AI model development, deployment, and management tools for data processing and analysis.

KNIME

KNIME is an open-source data analytics platform that enables users to create data workflows and machine learning models using a visual interface, without extensive coding.

H2O.ai

H2O.ai is an open-source platform for machine learning and AI, providing tools for building models efficiently across various sectors.

RapidMiner

RapidMiner is a data science platform for data preparation, machine learning, and predictive analytics, suitable for various industries and user skill levels.

DataRobot

DataRobot is an enterprise AI platform that automates machine learning workflows, enabling users to build, deploy, and manage predictive models efficiently.

Neural Designer

Neural Designer is software for developing and deploying machine learning models, allowing users to build, train, and evaluate neural networks without programming expertise.

Wolfram Cloud

Wolfram Cloud is a platform for computation, data science, and AI, integrating a notebook interface and Wolfram Language for data analysis, visualization, and machine learning.

Qwak

Qwak is an AI platform for managing the lifecycle of machine learning models, enabling data transformation, model training, deployment, and monitoring in one place.

JetBrains Datalore

JetBrains Datalore is a collaborative platform for data science, supporting Jupyter notebooks and allowing code execution, data analysis, and sharing insights.

Arkor

Arkor helps developers prepare datasets, train open-weight models on managed GPUs, evaluate them, and deploy them through OpenAI-compatible APIs.

NVIDIA NGC

NVIDIA NGC is a cloud platform providing optimized software and managed services for AI, deep learning, HPC, and model management, supporting various GPU types.

Datature

Datature is a no-code platform for managing datasets and training computer vision models, facilitating collaboration and deployment for various industries.

Colaboratory

Colaboratory is a cloud-based data analysis tool that enables users to write and run Python code, collaborate, and access computing resources like GPUs within a Jupyter Notebook format.

Teradata ClearScape Analytics

Provides in-database tools to build, train, deploy, monitor, and manage ML/AI models at scale, supporting common model formats, AutoML, MLOps workflows, and cloud/lake integration.

Altair One

Altair One is a platform for data analytics and simulation, offering tools for data preparation, collaboration, and real-time processing to support decision-making.

Banana

Banana app enables instant deployment of machine learning models using serverless GPUs for training and inference.

BigML

BigML is a cloud-based platform that simplifies machine learning for various tasks, allowing users to analyze data and build predictive models with ease.

MosaicML

MosaicML is a platform for building, training, and deploying domain-specific AI models, focusing on data security, model governance, and supporting complex AI workflows.

Model ML

Model ML is an AI tool for financial research that analyzes documents, transcribes calls, queries data vendors, and provides real-time information integration.

Hugging Face

Hugging Face is an open-source platform for building, training, and deploying advanced AI models, focused on Natural Language Processing tasks.

Databricks

Databricks is a unified platform for data analytics that integrates data engineering, data science, and business analytics using Apache Spark.