Dataiku DSS vs Aquarium Comparison
Dataiku DSS
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Dataiku DSS is a unified, AI-powered data platform that lets enterprise data professionals do more than ever before. With a focus on collaboration, the platform makes it simple for analysts, scientists, and engineers to…
Aquarium
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Aquarium is an Active Learning system specifically designed to give professionals, small and medium companies the power to quickly create models and check their accuracy. With just a few minutes of work, you can upload y…
Dataiku DSS leads on user satisfaction with a 4.3-star rating across 40 reviews.
Dataiku DSS vs Aquarium — at a glance
| Feature | Dataiku DSS | Aquarium |
|---|---|---|
| Rating | 4.3 / 5 | — |
| Reviews | 40 | — |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | No | No |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business, Small Business |
| Category | Data Science and Machine Learning Platforms | Data Science and Machine Learning Platforms |
| Platforms | SaaS/Web/Cloud, Installed - Windows, Installed - Mac | SaaS/Web/Cloud |
| API | Available | Available |
| Support modes | Business Hours, Online | Online |
| Certifications | SOC 2, HIPAA, GDPR, ISO 27001 | — |
| Data residency | Global | Global |
Key differences between Dataiku DSS and Aquarium
- Deployment: Dataiku DSS supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac; Aquarium supports SaaS/Web/Cloud.
Dataiku DSS vs Aquarium — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Data Science and Machine Learning Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
Talk to an expert Talk to an expert | Talk to an expert Talk to an expert |
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Dataiku DSS vs Aquarium: Biggest differences
Start here before you go deeper into features.
Best for enterprise teams needing scalable, collaborative AI and data product workflows.
- You have a large data science team requiring strong collaboration across roles.
- You need granular governance, security, and control over data science projects.
- You want a unified platform to build, iterate, and operationalize AI at scale.
- You are a small team without dedicated data roles or resources.
- You require a low-cost, simple, out-of-the-box data science solution.
Large Enterprises, Medium Business, Small Business
Dataiku DSS typically suits Large Enterprises and Medium Business. Aquarium tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | Dataiku DSS is a unified, AI-powered data platform that lets enterprise data professionals do more than ever before. With a focus on collaboration, the platform makes it simple for ... Read More about Dataiku DSS | Aquarium is an Active Learning system specifically designed to give professionals, small and medium companies the power to quickly create models and check their accuracy. With just a few ... Read More about Aquarium |
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Free Trial Availability |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | 51-500 employees500+ employees | — |
Get pricing help | Get pricing help |
Software Demo
Demo |  Aquarium has not given any software demo yet If you're the owner of this profile, add your demo.Contact us |
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How do Dataiku DSS and Aquarium Compare on Features?
Total Features | 9 Features | 6 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Dataiku DSS and Aquarium on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Dataiku DSS vs Aquarium: Other Details
Organization Types supported |
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Platforms Supported |
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API Support |
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Get help choosing | Get help choosing |
Dataiku DSS vs Aquarium Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | — |
|---|---|---|
HIPAA | ✓ Yes | ✗ No |
GDPR | ✓ Yes | — |
ISO 27001 | ✓ Yes | — |
Single Sign-On (SSO) | ✓ Yes | — |
Multi-Factor Auth (MFA) | ✓ Yes | — |
Data Encryption | ✓ Yes | — |
Audit Logs | ✓ Yes | — |
Data Residency | 🌐 Global | 🌐 Global |
Dataiku DSS User Reviews & Rating Comparison
User Ratings | No reviews available for the product | |
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Rating Distribution | No reviews available for this product | |
Pros and Cons |
| No pros or cons available for this product |
Positive Reviews | No reviews available for the product | No reviews available for the product |
Dataiku DSS and Aquarium Customers
Customers |  General Electric  Unilever  Kuka | No Customers information available. |
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Media and Screenshots
Screenshots |  3 Screenshots | No screenshots available. |
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Videos |  2 Videos | No videos available. |
Top Alternatives to Dataiku DSS and Aquarium in 2026
Alternatives |
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Dataiku DSS or Aquarium?
- Dataiku DSS edges out the other on user ratings (4.3 vs -1.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do Dataiku DSS and Aquarium offer a free trial?
- Neither Dataiku DSS nor Aquarium currently lists a free trial.
- What is the starting price of Dataiku DSS vs Aquarium?
- Dataiku DSS starts at Contact for pricing. Aquarium starts at Contact for pricing.
- What are the top alternatives to Dataiku DSS?
- Top alternatives to Dataiku DSS include SuperAnnotate, Saturn Cloud, TensorFlow, Apache Beam, Azure Machine Learning Studio.
- What are the top alternatives to Aquarium?
- Top alternatives to Aquarium include LinkedAI, Oracle Data Science Cloud Service, BigML, Omniscope Evo, Edge Impulse.