Amazon SageMaker AI vs Dataiku
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Amazon SageMaker AI is the stronger AI pick in MLOps Platforms: it has a visibility score of 44.4 versus 8.5 for Dataiku, and ranks ahead in 89% of the answers that name both.
Choose Amazon SageMaker AI if…
- You want the brand AI engines rank higher (44.4 vs 8.5)
- You need SOC 2 or FedRAMP Moderate or FedRAMP High or ISO 27001 or PCI-DSS coverage
- You prefer a larger, established vendor (5,000+ employees)
- End-to-end managed platform for building, training, and deploying ML models
Choose Dataiku if…
- AI answers describe it more positively (48% vs 29% positive)
- You need ISO 27001:2022 or ISO 27701:2019 or SOC 1 Type II or SOC 2 Type II or GxP or GDPR coverage
- Bridges data scientists and business teams for collaboration
- End-to-end governance and operationalization
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Amazon SageMaker AI | Dataiku |
|---|---|---|
| Visibility score | 44.4% | 8.5% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #3 | #12 |
| Share of voice | 8% | 2.9% |
| Mentions this run | 54 | 20 |
| Positive in AI answers | 29% | 48% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon SageMaker AI 0pp · Dataiku 0pp over 0 weekly runs.
Engine by engine
Amazon SageMaker AI leads on 3 of 3 engines
Head to head in AI answers
18 engine answers name both brands
| Prompt | Engine | Amazon SageMaker AI | Dataiku |
|---|---|---|---|
| What features matter most in an MLOps platform? | ChatGPT | #5 | #9 |
| What are the best MLOps Platforms tools in 2026? | ChatGPT | #2 | #10 |
| What are the best MLOps Platforms tools in 2026? | AI Mode | #2 | #8 |
| What are the best MLOps Platforms tools in 2026? | Perplexity | #2 | #10 |
| Best MLOps platform for enterprise | ChatGPT | #2 | #9 |
| Best MLOps platform for enterprise | AI Mode | #2 | #9 |
| Best MLOps platform for enterprise | Perplexity | #1 | #8 |
| Which MLOps platform has the best reviews? | ChatGPT | #6 | #5 |
| Compare the leading MLOps Platforms platforms | ChatGPT | #1 | #9 |
| Compare the leading MLOps Platforms platforms | AI Mode | #4 | #9 |
| Compare the leading MLOps Platforms platforms | Perplexity | #3 | #9 |
| Best MLOps platform with AI features | ChatGPT | #3 | #8 |
Features, pricing & fit
| Dimension | Amazon SageMaker AI | Dataiku |
|---|---|---|
| Deployment | Cloud and edge environments, with real-time and batch inference | Runs on the clouds, data platforms and models a customer already has |
| Compliance | SOC 2, HIPAA, FedRAMP Moderate, FedRAMP High, ISO 27001, PCI-DSS | ISO 27001:2022, ISO 27701:2019, SOC 1 Type II, SOC 2 Type II, HIPAA, GxP, GDPR |
| Founded | 2017 | 2013 |
| Headquarters | Seattle, Washington | New York City, NY |
| Employees | 5,000+ | 1,001–5,000 |
| Funding | — | Series E · $600M raised |
| Best for | — | Large enterprises, including highly regulated ones, where business experts and IT need to build AI together under central governance |
Pros and cons
Themes from the AI answers that mention each brand
Amazon SageMaker AI
- End-to-end managed platform for building, training, and deploying ML models
- Deep integration with the AWS ecosystem
- Scalable training and deployment
- Strong reviews, around 4.3/5 on G2
- Well established and widely used enterprise MLOps platform
- Expensive, heavy enterprise suite for startups
- Less developer-centric than some alternatives
- Total costs depend on compute, storage, and API usage
Dataiku
- Bridges data scientists and business teams for collaboration
- End-to-end governance and operationalization
- Broad enterprise MLOps platform
- Best for enterprise collaboration and governance
- Steep platform fees that scale aggressively
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon SageMaker AI vs Dataiku”, https://slateindex.ai/compare/amazon-sagemaker-ai-vs-dataiku, data of Nov 2, 2026. Licence: CC BY 4.0.