MLflow - Alternatives & Competitors

Ranked by Relevance

• 1
  Metaflow A Framework for Real-Life ML, AI, and Data Science

  Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.

  • Free
• 2
  ClearML The End-to-End Platform for AI Builders

  ClearML is an open-source platform designed to accelerate the development and deployment of AI/ML and LLM models at scale, offering a complete solution for developers.

  • Freemium
  • From 15$
• 3
  Agentflow Powerfully simple AI agent framework

  Agentflow is an AI agent framework that allows users to create and execute AI agents and workflows using natural language and Markdown. It offers flexible AI integrations, a powerful tool ecosystem, and a developer-friendly CLI.

  • Free
• 4
  Valohai The Scalable MLOps Platform

  Valohai is an MLOps platform that streamlines complex machine learning workflows with CI/CD capabilities and pipeline automation, supporting on-premises and any-cloud environments.

  • Contact for Pricing
• 5
  OpenLIT Open Source Platform for AI Engineering

  OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

  • Other
• 6
  Agenta End-to-End LLM Engineering Platform

  Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

  • Freemium
  • From 49$
• 7
  Kubeflow The Machine Learning Toolkit for Kubernetes

  Kubeflow is an open-source toolkit designed to make deploying, managing, and scaling machine learning workflows on Kubernetes simple and portable.

  • Free
• 8
  SmartflowAI Simplify Workflows with Generative AI

  SmartflowAI enables companies to save resources and time by simplifying workflows with generative AI. It offers pre-built workflows and a complex Generative AI Tech Stack.

  • Contact for Pricing
• 9
  Humanloop The LLM evals platform for enterprises to ship and scale AI with confidence

  Humanloop is an enterprise-grade platform that provides tools for LLM evaluation, prompt management, and AI observability, enabling teams to develop, evaluate, and deploy trustworthy AI applications.

  • Freemium
• 10
  Flow AI The data engine for AI agent testing

  Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

  • Contact for Pricing
• 11
  Langfuse Open Source LLM Engineering Platform

  Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

  • Freemium
  • From 59$
• 12
  Gradsflow Unleash the Power of AI in Your Products

  Gradsflow helps developers build AI-powered products with low-code APIs. It offers easy-to-use, customizable, and open-source AI solutions for seamless integration and deployment.

  • Contact for Pricing
• 13
  Freeplay The All-in-One Platform for AI Experimentation, Evaluation, and Observability

  Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

  • Paid
  • From 500$
• 14
  LLMStack Open-source platform to build AI Agents, workflows and applications with your data

  LLMStack is an open-source development platform that enables users to build AI agents, workflows, and applications by integrating various model providers and custom data sources.

  • Other
• 15
  BigML Machine Learning made beautifully simple for everyone

  BigML is a comprehensive Machine Learning platform designed to simplify and automate tasks like classification, regression, time series forecasting, and more. It offers an accessible interface for building and deploying ML models.

  • Freemium
• 16
  VESSL AI Operationalize Full Spectrum AI & LLMs

  VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.

  • Usage Based
• 17
  Laminar The AI engineering platform for LLM products

  Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.

  • Freemium
  • From 25$
• 18
  FastML Simplify your ML workflow, maximize your impact.

  FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.

  • Pay Once
• 19
  Prompteus One Platform to Rule AI.

  Prompteus enables users to build, manage, and scale production-ready AI workflows efficiently, offering observability, intelligent routing, and cost optimization.

  • Freemium
• 20
  TensorFlow An End-to-End Open Source Machine Learning Platform

  TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.

  • Free
• 21
  Transformer Lab The Open Source Platform for Training Advanced AI Models

  Transformer Lab is an open-source platform enabling researchers, ML engineers, and developers to collaboratively build, train, evaluate, and deploy AI models with features like provenance, reproducibility, and transparency.

  • Free
• 22
  Gentrace Intuitive evals for intelligent applications

  Gentrace is an LLM evaluation platform designed for AI teams to test and automate evaluations of generative AI products and agents. It facilitates collaborative development and ensures high-quality LLM applications.

  • Usage Based
• 23
  /ML The full-stack AI infra

  /ML offers a full-stack AI infrastructure for serving large language models, training multi-modal models on GPUs, and hosting AI applications such as Streamlit, Gradio, and Dash, while providing cost observability.

  • Contact for Pricing
• 24
  Label Studio The most flexible data labeling platform to fine-tune LLMs, prepare training data or validate AI models

  Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

  • Freemium
• 25
  SectorFlow AI Simplified: Start Smart, Scale Faster.

  SectorFlow is an all-in-one platform to deploy AI in minutes, offering instant comparisons of leading AI models and customizable AI solutions. It streamlines AI integration and boosts efficiency without requiring technical expertise.

  • Freemium
• 26
  Maslo Innovate and operate with intelligence.

  Maslo is a comprehensive AI platform enabling businesses to rapidly build, deploy, and scale custom AI applications to improve systems and unlock revenue.

  • Freemium
  • From 4699$
• 27
  klu.ai Next-gen LLM App Platform for Confident AI Development

  Klu is an all-in-one LLM App Platform that enables teams to experiment, version, and fine-tune GPT-4 Apps with collaborative prompt engineering and comprehensive evaluation tools.

  • Freemium
  • From 30$
• 28
  Langflow Build Powerful AI Agents and Workflows Visually

  Langflow is a low-code tool that simplifies the creation of AI agents and workflows for developers. It allows integration with any API, model, or database.

  • Free
• 29
  MarkovML Turn Data Chaos into Business Insights

  MarkovML is a no-code AI platform that enables business teams to build custom AI workflows, applications, and generate insights from their data without coding or IT support.

  • Freemium
  • From 99$
• 30
  Skillflow Supercharge your knowledge with Generative-AI Learning

  Skillflow is an innovative AI-powered learning platform that gamifies education, requiring just a single prompt to explore any topic. It combines advanced AI models with an engaging, game-like structure to make learning more effective and enjoyable.

  • Free Trial
• 31
  Molmo AI Open-source multimodal AI that's powerful and free for everyone

  Molmo AI is an open-source multimodal artificial intelligence platform that processes text, images, and various data types with state-of-the-art performance, offering enterprise-level capabilities without cost.

  • Free
• 32
  Braintrust The end-to-end platform for building world-class AI apps.

  Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.

  • Freemium
  • From 249$
• 33
  useflowtest.ai Unleash the power of APIs with GenAI

  FlowTestAI is a GenAI-powered Open Source IDE designed for crafting, visualizing, and managing API-first workflows. It offers a fast, lightweight, and localized solution for seamless API integration and enhanced privacy.

  • Other
• 34
  llog.ai Streamline ML Experiments

  llog.ai facilitates comprehensive management of machine learning experiments from setup to reproduction, featuring a friendly GUI, version control, and automated visualizations.

  • Paid
• 35
  Promptech The AI teamspace to streamline your workflows

  Promptech is a collaborative AI platform that provides prompt engineering tools and teamspace solutions for organizations to effectively utilize Large Language Models (LLMs). It offers access to multiple AI models, workspace management, and enterprise-ready features.

  • Paid
  • From 20$
• 36
  AI-Flow Connect multiple AI models easily

  AI-Flow is a versatile platform that enables users to create custom AI tools through a drag-and-drop interface, allowing seamless integration of multiple AI models from providers like OpenAI, StabilityAI, Anthropic, and Replicate.

  • Freemium
• 37
  Mindflow The Ultimate Hyperautomation Platform Blending No-Code Automation and AI Agents

  Mindflow is a GenAI hyperautomation platform that combines a No-code Automation Engine and AI Agents to streamline workflows. It offers over 4,000 integrations and 150,000 operations to automate tasks across SecOps, ITOps, and CloudOps.

  • Contact for Pricing
• 38
  FloAI Composable Framework for AI Agent Architectures

  FloAI simplifies the creation of AI agent architectures, offering a flexible, modular approach for building sophisticated, agent-based applications.

  • Free
• 39
  Neuralfinity Build Generative AI Models That Truly Deliver

  Neuralfinity enables users to create datasets, train generative AI models like LLMs and VLMs from scratch, and evaluate their performance. It provides an end-to-end platform for model development, focusing on domain-specific accuracy and cost efficiency.

  • Contact for Pricing
• 40
  Practicus AI The Unified Platform for Generative AI and Data Intelligence

  Practicus AI is a comprehensive platform for building and deploying generative AI models and data intelligence solutions. It offers a unified environment for data science, analytics, and observability, with deployment options across cloud, on-premises, and air-gapped networks.

  • Freemium
• 41
  BenchLLM The best way to evaluate LLM-powered apps

  BenchLLM is a tool for evaluating LLM-powered applications. It allows users to build test suites, generate quality reports, and choose between automated, interactive, or custom evaluation strategies.

  • Other
• 42
  Lumora Unlock AI Potential with Smart Prompt Management Tools

  Lumora offers advanced tools to manage, optimize, and test AI prompts, ensuring efficient workflows and improved results across various AI platforms.

  • Freemium
  • From 15$
• 43
  MetricRule Open source granular monitoring for ML services

  MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

  • Free
• 44
  Flowise Build LLM Apps Easily - Open Source Low-Code Tool for LLM Orchestration

  Flowise is an open-source low-code platform that enables developers to build customized LLM orchestration flows and AI agents through a drag-and-drop interface.

  • Freemium
  • From 35$
• 45
  LatticeFlow AI AI Results You Can Trust

  LatticeFlow AI helps businesses develop performant, trustworthy, and compliant AI applications. The platform focuses on ensuring AI models are reliable and meet regulatory standards.

  • Contact for Pricing
• 46
  Unify Build AI Your Way

  Unify provides tools to build, test, and optimize LLM pipelines with custom interfaces and a unified API for accessing all models across providers.

  • Freemium
  • From 40$
• 47
  AppFlowy The AI workspace where you achieve more without losing control of your data

  AppFlowy is an AI-powered collaborative workspace that combines project management, wikis, and team collaboration while maintaining data privacy through local AI models and self-hosting options.

  • Freemium
  • From 10$
• 48
  Langtrace Transform AI Prototypes into Enterprise-Grade Products

  Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

  • Freemium
  • From 31$
• 49
  Deployo AI Deployment. Revolutionized - Intuitive. Powerful. Scalable.

  Deployo is an enterprise-grade AI deployment platform that offers one-click deployment, AI-driven optimization, and real-time monitoring for seamless model management across any cloud infrastructure.

  • Freemium
  • From 89$
• 50
  Keywords AI LLM monitoring for AI startups

  Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.

  • Freemium
  • From 7$