Open Source Alternatives to Deploy Labs
60 open source MLOps options similar to Deploy Labs, 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.
Spacelift61Infrastructure as CodeWarsaw, Poland$73.6MA platform for infrastructure orchestration, configuration, and governance with AI-powered natural language infrastructure definition.
Open source
Joeyydevops20MLOpsAI-powered DevOps platform for seamless cloud infrastructure management and deployment.
Open source
KiloClaw54Artificial IntelligenceA managed, private, and production-grade environment for OpenClaw, offering access to over 500 AI models and essential tools.
Open source · Self-hostable
Mendral46Agentic AISan Francisco, United States$15.0MAlways-on AI DevOps engineer that diagnoses CI failures, fixes flaky tests, and ships fixes.
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
Komodor63Software DevelopmentTel Aviv, Israel$67.0MUnified, dev-first Kubernetes platform for operations, troubleshooting, and cost optimization.
Open source
Codefresh62EnterpriseBrisbane, Australia$42.0MOctopus Deploy provides a unified platform for continuous delivery, automating deployments, runbooks, and operations for modern applications.
Open source · Self-hostable
Overops59EnterpriseSan Francisco, United States$49.5MHarness provides an AI-powered software delivery platform that automates the entire software development lifecycle for engineering and DevOps teams.
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
Dash058ObservabilitySan Francisco, United States$147.2MOpenTelemetry-native observability platform for infrastructure and application monitoring.
Open source
Salto57DevOpsTel Aviv, Israel$69.0MDevOps platform for managing cloud infrastructure and application deployments.
Open source
Weights & Biases (W&B)57MLOpsSan Francisco, United States$521.0MMLOps platform for tracking, visualizing, and collaborating on machine learning experiments.
Open source
FriendliAI57AI InfrastructureRedwood City, United States$89.0MAccelerates generative AI inference, making large language models faster, cheaper, and more scalable for production.
Open source
LightningAI55AI InfrastructureSan Francisco, United StatesCloud AI platform for building and deploying large-scale AI models.
Open source
Lambdatest India Private Limited54MLOpsSan Francisco, United StatesCloud-based platform for cross-browser and cross-device testing of web and mobile applications.
Open source
Hyphen AI54AI InfrastructureSeattle, United States$36.5MAI-powered platform to automate cloud deployments and infrastructure management for developers.
Open source
Bluebricks53EnterpriseSan Francisco, United States$4.5MEnterprise infrastructure platform for instant, policy-compliant cloud deployments.
Open source
Runhouse52EnterpriseSan Francisco, United States$4.9MEnables developers to program, share, and observe infrastructure from anywhere.
Open source
Aviator51MLOpsSan Francisco, United States$2.4MAI-powered development and SDLC automation platform to enhance team velocity.
Open source
Runpod50AI InfrastructureNew York, United StatesServerless GPU cloud platform for cost-effective AI and machine learning compute.
Open source
Bauplanlabs49MLOpsSan Francisco, United StatesCode-native platform for versioned data and AI pipelines on object storage.
Open source
Checksum47Test AutomationSan Francisco, United StatesAI-powered platform for automated end-to-end web application testing.
Open source
Robusta Dev46DevelopmentTel Aviv, IsraelAutomates Kubernetes monitoring and incident response with AI-powered runbooks.
Open source · Self-hostable
ScaleKit42MLOpsSan Francisco, United States$5.5MAuthentication and authorization for agents. One stack: delegated identity, tool calling, scoped permissions, and audit. Everything your agent needs.
Open source
Koala Ops40KubernetesSan Francisco, United StatesPlatform for building and running services on Kubernetes, simplifying deployment like Heroku.
Open source
Neptune39MLOpsNew York, United States$11.0MNeptune provides a data platform for businesses to manage and analyze their data.
Open source
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
Lawrence27Developer ToolsLawrence provides developer tools to install, maintain, and troubleshoot OpenTelemetry at scale.
Open source
Hycos AI15EnterpriseAI-powered profit floor solution for Shopify Plus merchants using NetSuite, preventing orders from shipping below margin.
Open source
WebWright11API PlatformAI-powered API platform for developers to build smarter applications.
Open source
Lullabeast9MLOpsAn autonomous developer pipeline that builds applications phase by phase against a Git repository.
Open source · Self-hostable
Torchcts8MLOpsA comprehensive conformance test suite for validating PyTorch backends across operators, autograd, memory, training pipelines, and torch.compile.
Open source
Kaos Control7Developer ToolsAn open-source lifecycle management tool delivered as a single Go binary to guide ideas through capture, requirements, planning, development, testing, and release.
Open source
Batchfoundry5AI InfrastructureBatchfoundry provides an AI-powered platform for rapid development and deployment of custom AI models.
Open source
Bayouops4Cloud InfrastructureBayouops provides a cloud-native platform for managing and optimizing cloud infrastructure.
Open source
ReviewpadMLOpsPorto, PortugalAI-powered platform to automate code reviews, enhance code quality, and boost developer productivity.
Open source
Ai SquareEdge AIAi Square develops an AI-powered platform for secure and efficient on-device AI deployment and management.
Open source
Grafana Labs80ObservabilityNew York, United StatesCommercializes the open-source Grafana observability platform with AI features.
Open source · Self-hostable
Together AI76AI InfrastructureSan Francisco, United States$906.0MAI acceleration cloud platform for open source and enterprise.
Open source · Self-hostable
Neon70DatabaseSan Francisco, United States$1.2BA serverless Postgres database with separation of storage and compute.
Open source
Vercel70Web DevelopmentSan Francisco, United States$687.5MA frontend cloud platform for building, scaling, and securing web experiences.
Open source
TestMu AI (Formerly LambdaTest)69MLOpsSan Francisco, United States$121Cloud-based platform for cross-browser testing and continuous testing.
Open source
Lovable66AI App Builder$400.0MLovable is an AI-powered platform that allows users to build full-stack applications and websites from natural language prompts, democratizing software creation.
Open source
Pulumi66Infrastructure as CodeSeattle, United States$228.5MModern infrastructure as code platform enabling developers to manage cloud resources using familiar programming languages.
Open source · Self-hostable
cubic65Supply ChainTel Aviv, IsraelAI-powered code review platform that helps engineering teams ship higher-quality code faster.
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
Baseten65MLOpsSan Francisco, United States$2.3BAI inference platform for deploying models in production with high performance and availability.
Open source
Groundcover64ObservabilityTel Aviv, Israel$155.0MKubernetes application monitoring using eBPF for deep visibility and performance insights, offering a cloud-native observability platform.
Open source
Temporal62Workflow AutomationSeattle, United States$634.0MOpen-source platform for reliable, scalable, and observable distributed applications.
Open source
Lightrun61EnterpriseTel Aviv, Israel$115.0MDynamically instrument logs, metrics, and traces from your IDE for live application understanding.
Open source
Sourcegraph61Developer ToolsSan Francisco, United States$218.0MUniversal code search and intelligence platform for developers and AI coding agents.
Open source
Quali61EnterpriseAustin, United States$86.8MQuali provides a platform for infrastructure automation at scale, enabling self-service, on-demand automation solutions for enterprises.
Open source
Galileo Technologies, Inc.60AI ObservabilitySan Francisco, United States$45.0MOpen source
Gitar60Artificial IntelligenceSan Francisco, USA$9.0MAI-powered code review for AI-generated code.
Open source
Modular58AI InfrastructureSan Francisco, United States$380.0MAI development platform for building and deploying AI applications.
Open source
Mirantis58Cloud InfrastructureCampbell, United States$255.0MMirantis provides cloud-native infrastructure and AI platforms for enterprises to manage and operate complex environments.
Open source · Self-hostable
Langfuse GmbH58MLOpsBerlin, Germany$2.5MOpen source
StackBlitz57Developer ToolsBerlin, Germany$113.4MBrowser-based IDE powered by WebContainers for instant web development environments.
Open source
Composio57Agentic AISan Francisco, United States$50.0MAI skill layer enabling agents to reliably interact with over 3000 real-world tools and APIs.
Open source
Stainless57Developer ToolsGenerates API code and SDKs from OpenAPI specifications for enhanced developer experience.
Open source

