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Langbase vs ZenML: Which MLOps Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Rating
,
Reviews
0
From
Free

in MLOps

Leads 1/9
Rating
,
Reviews
0
From
Free

in MLOps

The Short Answer

Langbase vs ZenML, in 15 seconds

Choose Langbase if…

  • You prefer Langbase's approach and ecosystem

Choose ZenML if…

  • You have strict security & compliance needs

Head-to-Head Scorecard

How Langbase and ZenML score

ZenML leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Langbase
    No reviews
    ZenML
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Langbase
    0
    ZenML
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Langbase
    Free
    ZenML
    Free
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Langbase
    Free plan + trial
    ZenML
    Free plan + trial
  • Integrations

    Number of listed third-party integrations

    Even
    Langbase
    6
    ZenML
    6
  • Features

    Number of listed product capabilities

    Even
    Langbase
    6
    ZenML
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Langbase
    ,
    ZenML
    ,
  • Security & Compliance

    Number of listed compliance certifications

    ZenML
    Langbase
    1
    ZenML
    2
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Langbase
    4
    ZenML
    4

Feature Comparison

Langbase vs ZenML feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Langbase
ZenML
Overview
User rating
,
,
Pricing model
Subscription
Subscription
Starting price
Free
Free
Free version
Free trial
Features
Key capabilities
Agent pipesMemory (RAG)Model routingDeveloper studioMulti-agent orchestrationTool and memory support
Portable pipelinesStack abstractionArtifact trackingModel control planeOpen-source coreCloud and on-prem deployment
AI features
,
,
Integrations & API
Integrations
OpenAIAnthropicPythonTypeScriptVector databasesDocker
PythonKubernetesAWS SageMakerDatabricksMLflowAirflow
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2
SOC 2GDPR
Vendor
Company
,
,
Verified
Founded
,
2021
Headquarters
,
Munich, Germany

Pricing Comparison

Langbase vs ZenML pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Langbase

Free to start
FreeFree
  • Limited monthly usage
  • Community support
  • Agent pipes
ProCustom
  • Higher usage limits
  • Email support
  • Memory (RAG)
  • Integrations
EnterpriseCustom
  • SSO and admin controls
  • Dedicated support
  • Developer studio
  • Everything in Pro

ZenML

Free to start
FreeFree
  • Community support
  • Portable pipelines
  • Limited monthly usage
ProCustom
  • Portable pipelines
  • Email support
  • Stack abstraction
  • Integrations
EnterpriseCustom
  • SSO and admin controls
  • Artifact tracking
  • Everything in Pro
  • Model control plane

Total cost of ownership factors

Free planLangbase ZenML
Free trial to evaluateLangbase ZenML
Transparent published pricingLangbase ZenML
Public API (build vs. buy add-ons)Langbase ZenML

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Langbase vs ZenML: strengths and trade-offs

Langbase

Pros

  • Free plan available
  • Free trial offered
  • Compliance: SOC 2
  • Public API available

Cons

    ZenML

    Pros

    • Free plan available
    • Free trial offered
    • Compliance: SOC 2, GDPR
    • Public API available

    Cons

      Buyer Fit

      Who should use Langbase vs ZenML?

      Startups

      Either

      Either keeps early-stage costs lowest with its entry tier.

      Small businesses

      Either

      Either offers the most accessible pricing for lean teams.

      Agencies

      Either

      Either connects to more tools for multi-client workflows.

      Enterprises

      ZenML

      ZenML leads on compliance and breadth for complex needs.

      Ecommerce

      Either

      Either integrates with more of the commerce stack.

      SaaS companies

      Either

      Either is the more developer- and automation-friendly choice.

      Integration overlap

      Shared integrations (1)

      Python

      Only in Langbase (5)

      OpenAIAnthropicTypeScriptVector databasesDocker

      Only in ZenML (5)

      KubernetesAWS SageMakerDatabricksMLflowAirflow

      Keep Exploring

      Other alternatives worth considering

      Similar mlops products buyers compare alongside Langbase and ZenML.

      Ask SIA which solution fits your business

      SIA, Saaskart's AI buying assistant, weighs Langbase and ZenML against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

      Get a personalised recommendation

      Langbase vs ZenML, Frequently Asked Questions

      What is the difference between Langbase and ZenML?

      Langbase and ZenML are both MLOps solutions. Langbase is rated 0.0/5 by 0 users, while ZenML is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

      Which is better, Langbase or ZenML?

      Based on user ratings, Langbase scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

      Which is cheaper, Langbase or ZenML?

      Langbase is the more affordable option with a free plan available.

      Does Langbase or ZenML have a free plan?

      Langbase offers a free plan. does not have a free tier but does offer a free trial.

      Can I switch from Langbase to ZenML?

      Switching between Langbase and ZenML is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

      Who should use Langbase vs ZenML?

      Langbase is best suited for teams that prioritise enterprise features. ZenML works well for teams looking to start free and scale.

      Our Verdict

      The bottom line on Langbase vs ZenML

      Best Overall

      Either

      It's a tie balances user satisfaction and proven adoption.

      Best for Startups

      Either

      It's a tie has the friendliest entry point for new teams.

      Best for Enterprise

      ZenML

      ZenML leads on compliance and feature breadth.

      Best Value

      Either

      It's a tie delivers the lowest cost to get started.

      Best AI Features

      Either

      Comparable AI capabilities on both sides.

      Highest Rated

      Either

      Both earn equal user ratings.

      Get a recommendation

      Not sure which to choose?

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