Amazon Sagemaker Studio
Current- Annual cost
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- Seats assigned
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This catalog view compares public market data and does not include organization spend or usage.
ALTERNATIVE APPLICATIONS
Amazon Sagemaker Studio Alternatives
Should you replace Amazon Sagemaker Studio?
Smartpredict is the strongest catalog alternative to evaluate for Amazon Sagemaker Studio.
Amazon Sagemaker Studio alternatives
See how Amazon Sagemaker Studio compares to 1 alternative apps you can switch to.
Smartpredict selected for comparison.
Annual costTotal subscription cost for each app, shown for the selected billing period.
Amazon Sa...
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Amazon SageMaker Studio
Public catalog pricing. Organization spend is not included.
Smartpred...
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Public pricing
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.
Smartpred...
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After $15,000 estimated migration cost.
Team Fit ScoreHow closely the app matches the teams, workflows, and usage patterns currently in place.
Amazon Sa...
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Smartpred...
64/100
SmartPredict empowers business analysts and domain experts to build production models without Python expertise, driving high adoption among non-technical teams. However, ML engineers with custom architecture needs will hit capability ceilings within one quarter, as the visual interface abstracts away critical hyperparameter and infrastructure controls required for cutting-edge research.
Adoption RiskExpected friction, training effort, and behavior change needed to move teams onto the alternative.
Amazon Sa...
--
Public adoption signal for the current app.
Smartpred...
low
Smartpredict is a high-complexity migration. Estimated 12 weeks and $15,000 one-time cost.
User satisfactionAvailable rating and review signal for team sentiment around the app.
Amazon Sa...
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587 reviews
Smartpred...
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Timeline & DisruptionExpected migration duration and disruption to normal workflows.
Amazon Sa...
No migration needed
Smartpred...
12 weeks
High
Smartpredict is a high-complexity migration. Estimated 12 weeks and $15,000 one-time cost.
Setup & trainingOne-time implementation, enablement, and training investment required.
Amazon Sa...
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Smartpred...
$15,000
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.
Smartpred...
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Feature Match (%)How closely the app matches current feature needs, including notable gaps or risks.
Amazon Sa...
100%
Smartpred...
0%
- No native JupyterLab or code notebook environment
- Cannot import custom Python libraries or exotic architectures
- Limited distributed training across multiple GPU clusters
- Restricted debugging visibility into model internals
- Vendor-locked deployment without portable container exports
CertificationsSecurity, privacy, and compliance certifications available for each app.
Amazon Sa...
SOC 1SOC 2SOC 3ISO 27001ISO 27017ISO 27018HIPAAGDPRFedRAMP
Smartpred...
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Choose This IfThe conditions where keeping or switching to this app is likely to make sense.
Amazon Sa...
You already standardize on this app.
Smartpred...
Your team lacks AWS/DevOps expertise and needs pre-built modules to deploy standard models within days.
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.
Smartpred...
Your workflows require distributed training across 10+ instances, custom CUDA kernels, or complex MLOps pipelines.
