Alternatives to Apache Airflow
The top MLOps companies similar to Apache Airflow, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
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Kestra49Data OrchestrationParis, France$36.0MAn open-source orchestration platform for unifying data pipelines, AI workflows, and business processes.
- Website Dagit9DataOps
Dagit provides an open-source data orchestration platform for building, managing, and monitoring data pipelines.
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Databricks82Data AnalyticsSan Francisco, United States$36.7BA unified data analytics and AI platform built on the lakehouse architecture.
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Deepchecks58MLOpsTel Aviv, Israel$18.3MOpen-source Python library for validating ML models and data, ensuring reliability and quality.
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Probabl54MLOpsParis, France$18.5MTrack experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools.
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DVC54MLOpsSan Francisco, United States$154.0MOpen-source platform for ML experiment tracking and data versioning.
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ClearML63AutoMLTel Aviv, Israel$11.0MOpen-source, end-to-end MLOps platform for enterprise AI development and deployment.
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MLflow25MLOpsSeattle, United StatesOpen-source platform for managing the ML lifecycle, from experimentation to deployment.
- Website ARArtemis Data33MLOpsWaterloo, Canada$1.5M
Artemis Data builds software to make the data cleaning process fast and efficient for AI development.
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nscale70MLOpsSan Francisco, United States$5.9Bnscale provides a cloud-native platform for managing and optimizing Kubernetes deployments.
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DataRobot69MLOpsBoston, United States$978.8MEnterprise AI platform automating the end-to-end machine learning lifecycle for faster, scalable AI deployment.
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Bauplanlabs49MLOpsSan Francisco, United StatesCode-native platform for versioned data and AI pipelines on object storage.
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Comet ML64MLOpsNew York, United States$69.8MA meta machine learning platform for tracking, comparing, and optimizing ML experiments.
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Opsera.io62MLOpsSan Jose, United States$25.0MUnified DevOps platform automating software delivery with AI-driven insights and integrations.
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ModelOp61MLOpsChicago, United States$16.0MModelOp's Enterprise AI Command Center unifies every AI asset, automating delivery and maximizing ROI for ML, GenAI, and agentic AI in production.
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Cloudify40Cloud InfrastructureTel Aviv, Israel$7.0MCloudify provides an open-source cloud orchestration and automation platform for managing complex cloud environments.
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Tecton, Inc.59MLOpsSan Francisco, United States$257.0M - Website
Weights & Biases (W&B)57MLOpsSan Francisco, United States$521.0MMLOps platform for tracking, visualizing, and collaborating on machine learning experiments.
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OpenMeter54MLOpsTel Aviv, Israel$3.0MOpenMeter provides a usage-based metering and billing platform for cloud-native applications.
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Airbyte70Data IntegrationSan Francisco, United States$181.0MAn open-source data integration platform for ELT, reverse-ETL, and AI agents.
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Comet AI49MLOpsNew York, United States$67.5MComet provides an MLOps platform for tracking, comparing, and optimizing machine learning models and experiments.
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Pulumi66Infrastructure as CodeSeattle, United States$228.5MModern infrastructure as code platform enabling developers to manage cloud resources using familiar programming languages.
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Firebolt65Cloud Data WarehousePalo Alto, United States$264.0MCloud data warehouse for building next-gen analytics experiences with sub-second performance, designed for engineers and AI agents.
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Natun.ai45MLOps$1.5MKubernetes-native feature store for MLOps, simplifying feature management and deployment.
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HashiCorp62Cloud ComputingSan Francisco, USA$348.0MHashiCorp is a cloud infrastructure automation company.
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Codefresh62EnterpriseBrisbane, Australia$42.0MOctopus Deploy provides a unified platform for continuous delivery, automating deployments, runbooks, and operations for modern applications.
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CIQ59Artificial IntelligenceReno, United States$26.0MSponsors of OpenWALDO, a community-driven initiative for open-source AI training data, and provider of enterprise Linux, HPC, and AI infrastructure software.
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Testkube39MLOpsTel Aviv, Israel$12.0MOpen-source Kubernetes-native testing framework for CI/CD.
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Neptune39MLOpsNew York, United States$11.0MNeptune provides a data platform for businesses to manage and analyze their data.
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Chaos38MLOpsSan Francisco, United States$104.3MChaos is a platform for engineering teams to build and manage complex distributed systems.
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OpenEBS57Cloud Native StoragePalo Alto, United States$26.0MCloud-native storage platform for Kubernetes, turning local storage into persistent volumes.
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SUSE57Cloud ComputingLuxembourg City, Luxembourg$4.9BOpen, agile, and enterprise-grade Linux and cloud infrastructure solutions.
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Definity56EnterpriseSan Francisco, United States$4.5MObservability for Spark-heavy data pipelines, proactively preventing bad data.
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Treeverse56DataOpsTel Aviv, Israel$23.0MOpen-source data lake management platform for engineers and data scientists.
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MetalBear56Software DevelopmentSan Francisco, United States$12.5MOpen-core company building tools for modern backend engineers to ship faster and better.
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Ariga56EnterpriseTel Aviv, Israel$30.0MOpen-source database schema management and migration tools for engineering teams.
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Wing Cloud54EnterpriseTel Aviv, Israel$20.0MAn abstraction layer unifying cloud infrastructure and application code into a single programming and operational model.
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CloudQuery53EnterpriseSan Francisco, United States$18.5MOpen-source data integration platform for security and infrastructure teams.
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Infisical51Developer ToolsSan Francisco, United States$34.8MOpen-source platform for managing secrets and sensitive data for developers.
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Feast AI54MLOpsSan Francisco, United StatesAn open-source feature store for managing and serving data for AI/ML models in production.
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Novu48EnterpriseTel Aviv, Israel$6.6MOpen-source notification infrastructure for developers, empowering the community.
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Elasticsearch85Search EngineAmsterdam, Netherlands$104.0MOpen-source search and analytics engine for data exploration and real-time insights.
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Lullabeast9MLOpsAn autonomous developer pipeline that builds applications phase by phase against a Git repository.
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- Website MAMacrodata Labs39Artificial IntelligenceParis, France$4.0M
Infrastructure for the robotics data loop.
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Console39Cloud InfrastructureSan Francisco, United States$6.2MA platform for managing and automating cloud infrastructure and deployments.
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Mastra77Agentic AISan Francisco, United States$35.5MAn open-source TypeScript/JavaScript framework for building AI agents, from the creators of Gatsby.
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Hugging Face76AINew York, United States$395.2MHugging Face is the leading AI community and platform for machine learning collaboration, enabling developers to build, share, and deploy models, datasets, and applications.
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Together AI76AI InfrastructureSan Francisco, United States$906.0MAI acceleration cloud platform for open source and enterprise.
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WooCommerce (Automattic)76E-commerceSan Francisco, United States$815.7MA free, open-source e-commerce plugin for WordPress, empowering businesses to build and manage online stores.
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Snyk76AI Coding AssistantBoston, United States$488.5MSnyk is a developer security platform that helps software teams find and fix vulnerabilities in code, open source dependencies, containers, and cloud infrastructure.
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Redis75DatabaseSan Francisco, United States$906.8MRedis is an open-source, in-memory data platform used as a database, cache, and message broker, powering real-time applications at scale.
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Automattic73Web DevelopmentSan Francisco, United States$300.0MThe company behind WordPress.com, WooCommerce, Tumblr, and Jetpack, empowering individuals and businesses to build and manage their online presence.
- Website Teslasystems18Electric Vehicles
Tesla is an electric vehicle and clean energy company that is increasingly focused on AI and robotics.
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Datascreen36MLOpsReview AI training and evaluation data wherever it lives, surfacing issues before datasets reach model workflows.
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Qdrant71Vector DatabaseBerlin, Germany$96.5MHigh-performance, open-source vector search engine built in Rust for production-grade AI and machine learning workloads.
- Website Supabase70DatabaseSan Francisco, United States$933.0M
Open source Firebase alternative with a PostgreSQL backend and real-time capabilities.
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Alation Data Catalog70AI InfrastructureRedwood City, United States$315.0MAgentic Data Intelligence Platform for scaling AI and data initiatives with trusted data.
Compare Apache Airflow head to head
Side by side on what each one does, what it costs, and what real users report.

