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ALTERNATIVE APPLICATIONS

Amazon Sagemaker Alternatives

Should you replace Amazon Sagemaker?

Alteryx is the strongest catalog alternative to evaluate for Amazon Sagemaker.

Amazon Sagemaker

Current
Seat-based Payg
0/5
Annual cost
--
Seats assigned
--

This catalog view compares public market data and does not include organization spend or usage.

Amazon Sagemaker alternatives

See how Amazon Sagemaker compares to 7 alternative apps you can switch to.

AlteryxBest FitSeat-basedAvg. switch cost$3,000/yr$250/monthAlteryx is a good fit if: your team needs to automate complex data preparation and blending workflows across multiple sources without writing code.
DataikuWorth ConsideringSeat-basedAvg. switch cost$1,200/yrDataiku is a good fit if: your organization needs to productionize machine learning models with governed data pipelines and collaborative data preparation.
H2o.AiWorth ConsideringPublic pricingAvg. switch cost--H2o.Ai is a good fit if: you need production-grade AutoML with strong model interpretability for regulated industries.
Google Cl...Worth ConsideringPublic pricingAvg. switch cost--Google Cloud Vertex Ai is a good fit if: your organization has dedicated ML engineers needing enterprise-scale model training within Google Cloud infrastructure.
Azure Mac...Worth ConsideringSeat-basedAvg. switch cost$4,800/yrAzure Machine Learning is a good fit if: your team consists of Python-savvy data scientists needing enterprise MLOps with deep Azure integration.
DatabricksWorth ConsideringPublic pricingAvg. switch cost--Databricks is a good fit if: your organization runs complex ETL, streaming analytics, or ML workloads at terabyte-to-petabyte scale.
DatarobotWorth ConsideringPublic pricingAvg. switch cost--Datarobot is a good fit if: you are an enterprise seeking to orchestrate production-grade AI agents with full governance across hybrid or on-premise environments.

Alteryx and Dataiku selected for comparison.

Annual costTotal subscription cost for each app, shown for the selected billing period.
Amazon Sa...

--

Pay-as-you-go

Public catalog pricing. Organization spend is not included.

Alteryx

$3,000

Starter ($250/month)

Public catalog pricing estimate.

Dataiku

$1,200

Free

Public catalog pricing estimate.

3-Year Net SavingEstimated savings over three years after migration and setup costs.
Amazon Sa...

$0

No migration in the current app baseline.

Alteryx

--

After $25,000 estimated migration cost.

Dataiku

--

After $25,000 estimated migration cost.

Team Fit ScoreHow closely the app matches the teams, workflows, and usage patterns currently in place.
Amazon Sa...

--

Alteryx

70/100

Alteryx excels for teams needing to cleanse, blend, and transform complex data without coding. Data analysts and operations teams benefit most from its visual workflow interface. However, teams requiring only simple dashboarding or basic SQL will find the cost and complexity prohibitive.

Dataiku

70/100

Dataiku excels for organizations building governed ML pipelines and complex data transformations. Data scientists and ML engineers benefit from visual workflow orchestration and collaborative notebooks, while business users without SQL/Python skills face steep learning curves. Marketing and support teams will find the interface unnecessarily complex for simple task tracking.

Adoption RiskExpected friction, training effort, and behavior change needed to move teams onto the alternative.
Amazon Sa...

--

Public adoption signal for the current app.

Alteryx

high

Alteryx is a high-complexity migration. Estimated 8 weeks and $25,000 one-time cost.

Dataiku

medium

Dataiku is a high-complexity migration. Estimated 8 weeks and $25,000 one-time cost.

User satisfactionAvailable rating and review signal for team sentiment around the app.
Amazon Sa...

--

2100 reviews

Alteryx

4.6/5.0

3200 reviews

Dataiku

4.4/5.0

2100 reviews

Timeline & DisruptionExpected migration duration and disruption to normal workflows.
Amazon Sa...

No migration needed

Alteryx

8 weeks

High

Alteryx is a high-complexity migration. Estimated 8 weeks and $25,000 one-time cost.

Dataiku

8 weeks

High

Dataiku is a high-complexity migration. Estimated 8 weeks and $25,000 one-time cost.

Setup & trainingOne-time implementation, enablement, and training investment required.
Amazon Sa...

--

Alteryx

$25,000

Estimated one-time migration and setup effort.

Dataiku

$25,000

Estimated one-time migration and setup effort.

Integration CoverageHow much of the current integration and workflow surface is covered by the app.
Amazon Sa...

100%

Supports 300 native integrations.

Alteryx

67%

Supports 200 native integrations.

Dataiku

100%

Supports 350 native integrations.

Feature Match (%)How closely the app matches current feature needs, including notable gaps or risks.
Amazon Sa...

100%

Alteryx

75%

  • High per-seat cost limits broad user deployment
  • Cloud-only Starter tier restricts offline workflow development
  • Complex macro and geospatial features require significant training
  • Advanced automation and scheduling limited to Enterprise tier
Dataiku

75%

  • High learning curve for citizen data scientists
  • Expensive entry point for teams under 5 users
  • Requires coding skills for advanced custom recipes
  • Compute costs can escalate quickly in cloud deployments
CertificationsSecurity, privacy, and compliance certifications available for each app.
Amazon Sa...
SOC 2ISO 27001ISO 27017ISO 27018PCI DSSFedRAMPGDPR
Alteryx
SOC 2 Type IIISO 27001GDPRHIPAA
Dataiku
SOC 2 Type IIISO 27001HIPAAGDPRFedRAMP
Choose This IfThe conditions where keeping or switching to this app is likely to make sense.
Amazon Sa...

You already standardize on this app.

Alteryx

Your team needs to automate complex data preparation and blending workflows across multiple sources without writing code

Dataiku

Your organization needs to productionize machine learning models with governed data pipelines and collaborative data preparation

Avoid This IfThe conditions where this app is likely to create cost, workflow, or adoption risk.
Amazon Sa...

Public pricing or fit signals no longer match your needs.

Alteryx

Your team requires only basic ad-hoc queries or simple dashboard visualization without heavy data transformation

Dataiku

Your team only needs basic dashboards or simple data analysis without data science complexity and ML deployment requirements

Amazon Sagemaker Alternatives | Doow