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Seldon vs Vertex AI: 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.

Leads 5/9
Rating
,
Reviews
0
From
Free

in MLOps

Rating
,
Reviews
0
From
Custom

in MLOps

The Short Answer

Seldon vs Vertex AI, in 15 seconds

Choose Seldon if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You depend on a broad integration ecosystem
  • You want deeper AI and automation features

Choose Vertex AI if…

  • You want to trial before paying

Head-to-Head Scorecard

How Seldon and Vertex AI score

Seldon leads on 5 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Seldon
    No reviews
    Vertex
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Seldon
    0
    Vertex
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Seldon
    Seldon
    Free
    Vertex
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Seldon
    Free plan
    Vertex
    Free trial
  • Integrations

    Number of listed third-party integrations

    Seldon
    Seldon
    6
    Vertex
    4
  • Features

    Number of listed product capabilities

    Seldon
    Seldon
    8
    Vertex
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Seldon
    Seldon
    1
    Vertex
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Even
    Seldon
    3
    Vertex
    3
  • Platforms & Deployment

    Supported platforms and deployment options

    Seldon
    Seldon
    5
    Vertex
    3

Feature Comparison

Seldon vs Vertex AI feature breakdown

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

Seldon
Vertex AI
Overview
User rating
,
,
Pricing model
QUOTE_BASED
USAGE_BASED
Starting price
Free
Custom
Free version
Free trial
Features
Key capabilities
Kubernetes model servingMLServerMonitoring and driftExplainabilityLLM deploymentMulti-model serving+2
Model GardenGemini accessAgent BuilderAutoMLMLOps toolingData controls
AI features
LLM deployment
,
Integrations & API
Integrations
KubernetesPythonAWSGoogle CloudAzureGitHub
KubernetesGitHubPythonGoogle Cloud
Public API
Platforms
Deployment
CloudOn-premiseSelf-hosted
Cloud
Platforms
LinuxAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2014
2021
Headquarters
London, United Kingdom
Mountain View, California, USA

Pricing Comparison

Seldon vs Vertex AI pricing

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

Seldon

Free to start
Open source (MLServer)Free
  • Apache 2.0 inference server
Seldon Core 2Free
  • Business Source License 1.1
  • Converts to Apache 2.0 four years after release
  • Non-profit educational production use allowed
CustomCustom
  • Seldon Enterprise Platform and Core+
  • Custom annual pricing, unlimited models and users

Vertex AI

Custom to start
CustomCustom
  • Pay as you go, billed per token for generative models
  • Training and serving billed by compute instance
  • $300 credits for eligible new Google Cloud customers

Total cost of ownership factors

Free planSeldon Vertex
Free trial to evaluateSeldon Vertex
Transparent published pricingSeldon Vertex
Public API (build vs. buy add-ons)Seldon Vertex

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

Pros & Cons

Seldon vs Vertex AI: strengths and trade-offs

Seldon

Pros

  • Free plan available
  • Broad integration ecosystem (6)
  • Compliance: SOC 2, ISO 27001, GDPR
  • Stronger AI / automation features
  • Public API available

Cons

    Vertex AI

    Pros

    • Free trial offered
    • Compliance: SOC 2, ISO 27001, GDPR
    • Public API available

    Cons

    • No free plan
    • Pricing is quote-based (less transparent)
    • Fewer native integrations than the alternative

    Buyer Fit

    Who should use Seldon vs Vertex AI?

    Startups

    Seldon

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

    Small businesses

    Seldon

    Seldon offers the most accessible pricing for lean teams.

    Agencies

    Seldon

    Seldon connects to more tools for multi-client workflows.

    Enterprises

    Seldon

    Seldon leads on compliance and breadth for complex needs.

    Ecommerce

    Seldon

    Seldon integrates with more of the commerce stack.

    SaaS companies

    Seldon

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

    Integration overlap

    Shared integrations (4)

    KubernetesPythonGoogle CloudGitHub

    Only in Seldon (2)

    AWSAzure

    Only in Vertex AI (0)

    Keep Exploring

    Other alternatives worth considering

    Similar mlops products buyers compare alongside Seldon and Vertex AI.

    Ask SIA which solution fits your business

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

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    Seldon vs Vertex AI, Frequently Asked Questions

    What is the difference between Seldon and Vertex AI?

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

    Which is better, Seldon or Vertex AI?

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

    Which is cheaper, Seldon or Vertex AI?

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

    Does Seldon or Vertex AI have a free plan?

    Seldon offers a free plan. Vertex AI does not have a free tier but does offer a free trial.

    Can I switch from Seldon to Vertex AI?

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

    Who should use Seldon vs Vertex AI?

    Seldon is best suited for teams that prioritise enterprise features. Vertex AI works well for teams needing advanced capabilities.

    Our Verdict

    The bottom line on Seldon vs Vertex AI

    Best Overall

    Either

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

    Best for Startups

    Seldon

    Seldon has the friendliest entry point for new teams.

    Best for Enterprise

    Seldon

    Seldon leads on compliance and feature breadth.

    Best Value

    Seldon

    Seldon delivers the lowest cost to get started.

    Best AI Features

    Seldon

    Seldon ships more AI and automation.

    Highest Rated

    Either

    Both earn equal user ratings.

    Ready to decide between Seldon and Vertex AI?

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