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Best MLOps platforms (2026): prices compared

A platform that lets teams track experiments, version and register models, deploy them to production, and monitor their performance and drift across the machine learning lifecycle.

22 tools read9 with a free plan$15 to $60/moChecked Oct 29, 2026

The short answer

Cheapest at 5 seats a month $75/mo ClearML, Pro plan
Lowest starting price
$15 · ClearML
Free plans
9 of 22
Prices published
12 of 22
Sales-led only
3

MLOps platforms at a glance

Median starting price$25/moHalf start between $17 and $50
Free plan41%41% offer a time-limited trial
Buy online68%Sign up and pay without a sales call
Sales only14%Demo or contact sales to buy
How they charge
Per seat14%3 tools
Flat tiers14%3 tools
Credits5%1 tools
Quote only68%15 tools

What you'd pay at 5 seats a month

  1. ClearML Pro$75
  2. Comet MLOps Pro$95
  3. TrueFoundry Pro$125

Computed from each tool's published plans, allowances and overage rates.

Every MLOps platform, side by side

ToolStarts atUsage priceFree planHow you buyChecksChecked
ClearML $15/mo $0.10/gb artifact storage Yes Both 6/8 Oct 29, 2026
Comet $19/mo – Yes Both 3/8 Oct 29, 2026
TrueFoundry $25/mo – Yes Both 3/8 Oct 29, 2026
ZenML $39/mo – Yes Both 5/8 Oct 29, 2026
Weights & Biases $60/mo – Yes Both 6/8 Oct 29, 2026
Amazon SageMaker – $0.04/minute Yes Both 5/8 Oct 29, 2026
Azure Machine Learning – – – Both 4/8 Oct 29, 2026
BentoML – – – Both 4/8 Oct 29, 2026
Databricks – – Yes Both 3/8 Oct 29, 2026
Dataiku – – – Both 5/8 Oct 29, 2026
DataRobot – – – Both 5/8 Oct 29, 2026
Domino Data Lab – – – Sales-led 6/8 Oct 29, 2026
Evidently AI – – – – 2/8 Oct 29, 2026
H2O.ai – – – Sales-led 2/8 Oct 29, 2026
Iguazio (McKinsey) – – – – 6/8 Oct 29, 2026
JFrog ML (formerly Qwak) – $1.20/minute Yes Both 8/8 Oct 29, 2026
Kubeflow – – – – 4/8 Oct 29, 2026
MLflow (Managed MLflow) – – Yes Self-serve 5/8 Oct 29, 2026
SAS Viya – – – Sales-led 0/8 Oct 29, 2026
Seldon – – – – 0/8 Oct 29, 2026
Snowflake ML – – – Both 2/8 Oct 29, 2026
Valohai – – – Both 6/8 Oct 29, 2026

The tools

ClearMLClearML is an open-source AI infrastructure and MLOps platform covering experiment tracking, pipelines, model repository, GPU cluster management and GenAI app deployment.$15 /moCometComet offers an MLOps platform for experiment tracking, model registry and production monitoring, alongside Opik, an open-source LLM observability and evaluation tool.$19 /moTrueFoundryTrueFoundry is an AI gateway and deployment platform that routes and governs LLM, MCP tool and agent traffic, and can run in a customer's VPC or on-prem.$25 /moZenMLZenML is an open-source framework for running ML and LLM pipelines, paired with Kitaru, a tool that reviews agent traces and evals.$39 /moWEWeights & BiasesCoreWeave Forge (formerly Weights & Biases) is a platform for tracking experiments, versioning models and datasets, and tracing and evaluating AI applications, with serverless fine-tuning and inference.$60 /moAmazon SageMakerAmazon SageMaker is AWS's combined data, analytics and AI platform for building, training and deploying ML models and generative AI apps.$0.04 /minuteAzure Machine LearningAzure Machine Learning is Microsoft's cloud service for building, training and deploying machine learning models.QuoteBentoMLBentoML's Bento Inference Platform is a system for deploying, scaling and monitoring AI model inference, built on an open-source model serving framework.QuoteDatabricksDatabricks is a unified data and AI platform covering data engineering, warehousing, ML and GenAI, and governance, priced by compute usage.QuoteDataikuDataiku is an enterprise platform for building, deploying, monitoring and governing analytics, ML models and AI agents in one system.QuoteDataRobotDataRobot is an enterprise platform for building, operating and governing AI agents plus predictive and generative AI.QuoteDomino Data LabEnterprise AI platform covering model development, MLOps, collaboration and governance, sold by subscription through a quote.QuoteEvidently AIOpen-source framework for evaluating, testing and monitoring LLM apps, AI agents and ML models.QuoteH2O.aiH2O AI Cloud is an enterprise platform for building, deploying and running predictive, generative and agentic AI in the cloud, on-premises or air-gapped.QuoteIguazio (McKinsey)Iguazio is an MLOps and gen AI platform that automates AI pipelines, deployment and monitoring, deployed in the customer's own cloud or on-prem environment.QuoteJFrog ML (formerly Qwak)JFrog ML (formerly Qwak) is a usage-priced MLOps platform covering model build, deploy, monitoring, LLMOps and a feature store.$1.20 /minuteKubeflowKubeflow is an open source, Kubernetes-native AI platform made of modular projects for the AI/ML lifecycle.QuoteMLflow (Managed MLflow)MLflow is an open source platform for tracking, evaluating, deploying and monitoring ML models, LLM applications and agents.QuoteSAS ViyaSAS Viya is SAS's AI and analytics platform, sold by quote with demos and free trials on request.QuoteSESeldonQuoteSnowflake MLSnowflake is a consumption-priced cloud data platform covering data engineering, analytics, AI and applications.QuoteValohaiValohai is an MLOps platform for experiment tracking, pipelines, model registry, deployment and LLM evaluation, deployable as managed cloud or on-premises.Quote

How this list is made

Every price is read from the vendor's own pricing page on the date shown and tied to the line it came from. Tools are ordered by what they cost at a typical volume, then by starting price. No one pays to be listed or ranked.