Open Source Alternatives to Predibase
60 open source MLOps options similar to Predibase, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it.
Databricks82Data AnalyticsSan Francisco, United States$31.7BA unified data analytics and AI platform built on the lakehouse architecture.
Open source · Self-hostable
H2O.ai64Foundation ModelMountain View, United States$228.1MAn open-source AI and machine learning platform for enterprises.
Open source · Self-hostable
Batchfoundry5AI InfrastructureBatchfoundry provides an AI-powered platform for rapid development and deployment of custom AI models.
Open source
MosaicML (now Databricks)70Foundation ModelSan Francisco, United States$3.0BGenerative AI platform for enterprises to build, train, and customize their own AI models.
Open source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MMLOps platform for tracking, visualizing, and collaborating on machine learning experiments.
Open source
Replicate60AI InfrastructureSan Francisco, United StatesPlatform to run, fine-tune, and deploy machine learning models with a simple API.
Open source
Weights & Biases59AI InfrastructureSan Francisco, United StatesThe AI developer platform that helps teams build, fine-tune, and deploy AI models and applications faster and with confidence.
Open source
Feast AI54MLOpsSan Francisco, United StatesAn open-source feature store for managing and serving data for AI/ML models in production.
Open source · Self-hostable
KiloClaw54Artificial IntelligenceA managed, private, and production-grade environment for OpenClaw, offering access to over 500 AI models and essential tools.
Open source · Self-hostable
Visual Layer50DatabaseTel Aviv, Israel$7.0MAI-powered database for visual data, enabling intelligent search and analysis of images and videos.
Open source · Self-hostable
Prem48Artificial IntelligenceZurich, Switzerland$100.0MAI software for running models on a company's own infrastructure.
Open source
ScaleKit42MLOpsSan Francisco, United States$5.5MAI-powered platform for optimizing and scaling AI model development and deployment.
Open source
Neptune39MLOpsNew York, United States$11.0MNeptune provides a data platform for businesses to manage and analyze their data.
Open source
OuterBounds Technologies, Inc.36MLOpsSan Francisco, United StatesAI-powered platform for building and deploying data-intensive applications.
Open source
Hindcloud35AI Infrastructure$1.0MAI-powered cloud infrastructure and data management solutions for enterprises.
Open source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
AI-powered platform for discovering and managing open-source AI models and datasets.
Open source · Self-hostable
QUBRID30Cloud InfrastructureAn open, inference-first AI platform for enterprise developers, offering a full-stack solution for compute, inference, fine-tuning, and RAG on open-source models.
Open source
JarvisLabs.ai26MLOpsSan Francisco, United StatesAI-powered platform for building and deploying custom machine learning models.
Open source
Google Cloud Vertex AI10MLOpsMountain View, United StatesUnified machine learning platform for building, deploying, and scaling AI models.
Open source
Thethirdbrain7AI InfrastructureEmpowering businesses with advanced AI and machine learning solutions for innovation and efficiency.
Open source
Massgeneralbrigham6HealthTechA future healthcare AI platform preparing for launch, offering updates on its innovative offerings.
Open source
Drivecorps6AI InfrastructureAI technology solutions for data-driven insights and AI development.
Open source
NemoClaw75Artificial IntelligenceAI-native growth co-founder for SEO, offering software and services for durable organic growth.
Open source · Self-hostable
Pinecone69AI InfrastructureSan Francisco, United States$138.0MManaged vector database for building scalable, reliable, and accurate AI applications and search.
Open source
Arize AI65AI ObservabilityBerkeley, United StatesArize AI provides an AI observability and LLM evaluation platform for AI engineers to monitor, debug, and improve AI models in production.
Open source
Lakera AI AG63AI SecurityBerlin, Germany$12.0MAI security platform to control AI behavior and accelerate enterprise GenAI adoption.
Open source
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0MOpen source
Modular58AI InfrastructureSan Francisco, United States$380.0MAI development platform for building and deploying AI applications.
Open source
Baseten57MLOpsSan Francisco, United States$2.3BAI inference platform for deploying models in production with high performance and availability.
Open source
Paperspace55AI InfrastructureNew York, United States$166.5MCloud platform for AI developers to build, train, and deploy machine learning models.
Open source
LightningAI55AI InfrastructureSan Francisco, United StatesCloud AI platform for building and deploying large-scale AI models.
Open source
pleias55AI InfrastructureParis, FranceAI assistants for enterprise knowledge-intensive tasks, analyzing long-context multimodal documents.
Open source
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
AI-powered platform to automate cloud deployments and infrastructure management for developers.
Open source
Superwise.ai54DataTel Aviv, Israel$4.5MAI model observability and monitoring platform for proactive performance optimization.
Open source
Synthesized51Synthetic Data GenerationLondon, United Kingdom$32.8MAI-powered synthetic data generation platform for enterprises to accelerate AI development.
Open source
nao Labs50Agentic AISan Francisco, United StatesAI code editor for data teams to ship data faster and ensure data quality.
Open source
Runpod50AI InfrastructureNew York, United StatesServerless GPU cloud platform for cost-effective AI and machine learning compute.
Open source
Kestra49Data OrchestrationParis, France$36.0MAn open-source orchestration platform for unifying data pipelines, AI workflows, and business processes.
Open source · Self-hostable
Wirespeed46AI InfrastructureSan Francisco, United States$2.5MAI-powered platform for automating and optimizing complex workflows and data pipelines.
Open source
Doubleword44AI InfrastructureLondon, United Kingdom$15.0MSelf-hosted AI inference platform for enterprises.
Open source
Microsoft43Operating SystemRedmond, United StatesA global technology leader providing software, cloud services, AI, and devices for individuals and businesses.
Open source
Fiddler Labs43AI ObservabilityMountain View, United StatesAI observability platform for understanding, monitoring, and improving ML models in production.
Open source
Orq.ai41Agentic AIAmsterdam, Netherlands$8.9MOrq.ai is a Generative AI Collaboration Platform for building, deploying, and managing production-grade AI agents and LLM applications.
Open source
TandemTrace35Agentic AITandemTrace provides AI Threat Hunting Agents that weaponize LLMs for autonomous cybersecurity defense.
Open source
Qualifire32Generative AIAI Control Plane for LLM reliability, ensuring accurate, safe, and trustworthy AI outputs.
Open source
Inference.net31AI InfrastructureSan Francisco, United States$14.1MAI platform for building and deploying custom AI models with ease.
Open source
Gemini CLI27AI Tools & AppsAn open-source AI agent that brings Google's Gemini models directly into your terminal.
Open source · Self-hostable
Quanteta Data Lab23Data PlatformQuanteta builds trusted, transparent public databases for AI and humans, citing sources and logic.
Open source
- Svitch21AI Governance
AI infrastructure for privacy-first AI applications with PII redaction and intelligent model routing.
Open source
Joeyydevops20MLOpsAI-powered DevOps platform for seamless cloud infrastructure management and deployment.
Open source
Apache Airflow19MLOpsOpen-source platform for programmatically authoring, scheduling, and monitoring data pipelines.
Open source · Self-hostable
P3rsona19AI InfrastructureP3rsona offers advanced AI applications and innovative AI solutions for diverse business needs.
Open source
Quantty17Foundation ModelQuantty offers cutting-edge AI technology and solutions to elevate data analytics.
Open source
- COCometAPI15API PlatformSha Tin, China
Unified API platform for accessing and managing over 500 AI models.
Open source
Vektorsearchpartners12AI Search EngineAI-powered search and knowledge retrieval for enterprises.
Open source
WebWright11API PlatformAI-powered API platform for developers to build smarter applications.
Open source
Google Cloud AI10AI Foundation & ComputeMountain View, United StatesGoogle Cloud's suite of AI and machine learning services for developers and businesses.
Open source
Sparkla8AI InfrastructureDiscover innovative AI solutions to transform your business with artificial intelligence and machine learning.
Open source
Sandlm8Foundation ModelDiscover cutting-edge AI technology, solutions, and services at Sandlm. Innovating the future of artificial intelligence.
Open source
Hooyoo8AI SolutionsHooyoo provides innovative AI solutions and technology innovations for businesses.
Open source