Hopsworks 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.
The Short Answer
Hopsworks vs ZenML, in 15 seconds
Choose Hopsworks if…
- You prefer Hopsworks's approach and ecosystem
Choose ZenML if…
- You prefer ZenML's approach and ecosystem
Head-to-Head Scorecard
How Hopsworks and ZenML score
It's evenly matched, each leads on 0 of 9 measured dimensions.
- Even
Customer Rating
Average score from verified user reviews
HopsworksNo reviewsZenMLNo reviews - Even
Review Volume
Number of verified reviews, a proxy for adoption
Hopsworks0ZenML0 - Even
Entry Pricing
Lowest published starting price (free plan = lowest)
HopsworksFreeZenMLFree - Even
Free Access
Availability of a free plan and/or free trial
HopsworksFree plan + trialZenMLFree plan + trial - Even
Integrations
Number of listed third-party integrations
Hopsworks6ZenML6 - Even
Features
Number of listed product capabilities
Hopsworks6ZenML6 - Even
AI Features
Capabilities mentioning AI, automation or ML
Hopsworks,ZenML, - Even
Security & Compliance
Number of listed compliance certifications
Hopsworks2ZenML2 - Even
Platforms & Deployment
Supported platforms and deployment options
Hopsworks4ZenML4
Feature Comparison
Hopsworks vs ZenML feature breakdown
Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.
Hopsworks
ZenMLPricing Comparison
Hopsworks vs ZenML pricing
Entry pricing, plan tiers and the cost factors that shape total cost of ownership.
Hopsworks
Free to start- Limited monthly usage
- Community support
- Feature store
- Higher usage limits
- Integrations
- Feature store
- Email support
- SSO and admin controls
- Model registry
- Everything in Pro
- Dedicated support
ZenML
Free to start- Community support
- Portable pipelines
- Limited monthly usage
- Portable pipelines
- Email support
- Stack abstraction
- Integrations
- SSO and admin controls
- Artifact tracking
- Everything in Pro
- Model control plane
Total cost of ownership factors
Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.
Pros & Cons
Hopsworks vs ZenML: strengths and trade-offs
Hopsworks
Pros
- Free plan available
- Free trial offered
- Compliance: SOC 2, GDPR
- 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 Hopsworks 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
Either
Either 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 (6)
Only in Hopsworks (0)
Only in ZenML (0)
Keep Exploring
Other alternatives worth considering
Similar mlops products buyers compare alongside Hopsworks and ZenML.
Ask SIA which solution fits your business
SIA, Saaskart's AI buying assistant, weighs Hopsworks 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 recommendationHopsworks vs ZenML, Frequently Asked Questions
What is the difference between Hopsworks and ZenML?
Hopsworks and ZenML are both MLOps solutions. Hopsworks 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, Hopsworks or ZenML?
Based on user ratings, Hopsworks scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.
Which is cheaper, Hopsworks or ZenML?
Hopsworks is the more affordable option with a free plan available.
Does Hopsworks or ZenML have a free plan?
Hopsworks offers a free plan. does not have a free tier but does offer a free trial.
Can I switch from Hopsworks to ZenML?
Switching between Hopsworks 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 Hopsworks vs ZenML?
Hopsworks 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 Hopsworks 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
Either
It's a tie 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.