Softwr

Machine Learning & Data Science · head to head

AWS SageMaker vs inFlow

AWS SageMaker logo

AWS SageMaker

Machine Learning & Data Science

Build, train, and deploy machine learning models at scale

From
Free
Rated
-
Full reviewWebsite
inFlow logo

inFlow

Inventory Management

Inventory software for small to mid-size businesses

From
$129/month
Rated
-
Full reviewWebsite

The short version

  • Only AWS SageMaker has a free tier, so it costs nothing to try first.
  • Each has a real cost: AWS SageMaker vendor lock-in to AWS ecosystem makes migration to other platforms difficult; inFlow user interface feels outdated and difficult for new users to navigate
  • They diverge on capability: AWS SageMaker covers Jupyter notebooks, inFlow covers Easy inventory tracking.

Where they differ

Only the attributes on which AWS SageMaker and inFlow actually diverge.

Attributes where AWS SageMaker and inFlow differ
AttributeAWS SageMakerinFlow
Starting priceFree$129/month
Free tierYesNo
PlatformsWebCloud, Web, Mobile scanning app
CategoryMachine Learning & Data ScienceInventory Management
Founded20062003

Identical on both: pricing model (Unknown), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in AWS SageMaker

  • Jupyter notebooks
  • Built-in algorithms
  • Automatic model tuning
  • One-click deployment
  • Model monitoring
  • S3
  • Lambda
  • Step Functions

Only in inFlow

  • Easy inventory tracking
  • Purchase order management
  • Sales order management
  • Low stock alerts
  • Integration with accounting software
  • Barcode scanning
  • Email integration
  • Shopify

What people use each for

The jobs each tool is most often brought in to do.

AWS SageMaker

  • Machine learningnot inFlow
  • Data analysisnot inFlow
  • Model trainingnot inFlow
  • Predictive analyticsnot inFlow

inFlow

  • Simple inventory trackingnot AWS SageMaker
  • Order managementnot AWS SageMaker
  • Purchase controlnot AWS SageMaker
  • Stock alertsnot AWS SageMaker

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

AWS SageMaker

  • Vendor lock-in to AWS ecosystem makes migration to other platforms difficult
  • Opaque pricing can lead to unexpected expenses like forgotten EBS volume charges
  • Does not include native job scheduling, requiring Lambda or EventBridge integration

inFlow

  • User interface feels outdated and difficult for new users to navigate
  • Customization options are limited with flaky screen customization functionality
  • Poor performance with large or complex inventories
  • Limited supply chain management features; focuses primarily on retail side
  • Basic plan has limited reporting options requiring upgrades for more reports
  • QuickBooks integration reported as problematic by users
  • BOM costing does not automatically update when raw part costs change
  • Audit trail limited to name and date, becoming insufficient as companies grow

Pricing, plan by plan

AWS SageMaker

Free

No published plan breakdown. See the AWS SageMaker review.

inFlow

$129/month
  • Entrepreneur$129/month
    • 2 team members
    • 1 integration
    • 1,200 sales orders per year
  • Small Business$349/month
    • 5 team members
    • 3 integrations
    • 12,000 sales orders per year
  • Mid-Size$699/month
    • 10 team members
    • 5 integrations
    • Unlimited sales orders

Which should you pick?

Choose AWS SageMaker if

  • You need jupyter notebooks.
  • You want to start without paying.
  • You also want built-in algorithms.
AWS SageMaker review

Choose inFlow if

  • You need easy inventory tracking.
  • You work on Cloud, Web, Mobile scanning app.
  • You also want purchase order management.
inFlow review

Questions people ask

Is AWS SageMaker or inFlow better?
Neither clearly leads. AWS SageMaker starts at Free and inFlow at $129/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AWS SageMaker or inFlow?
AWS SageMaker has a free tier; the other does not. Paid plans start at Free for AWS SageMaker and $129/month for inFlow.
Does AWS SageMaker or inFlow run on more platforms?
AWS SageMaker runs on Web. inFlow runs on Cloud, Web, Mobile scanning app.
Can I use AWS SageMaker for free?
Yes. AWS SageMaker has a free tier, so you can try it without paying. inFlow starts at $129/month.
What is AWS SageMaker best used for?
AWS SageMaker is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what inFlow is typically brought in for.
What can AWS SageMaker do that inFlow cannot?
AWS SageMaker covers Jupyter notebooks, Built-in algorithms, Automatic model tuning, One-click deployment. inFlow covers Easy inventory tracking, Purchase order management, Sales order management, Low stock alerts.

Answered from the vendors’ own pages

AWS SageMaker: What is AWS SageMaker used for?

AWS SageMaker is a machine learning service for building, training, and deploying ML models at scale. It provides tools for data preparation, model training, inference endpoints, and performance optimization.

Source
inFlow: What team member limits does each inFlow plan include?

Entrepreneur plan includes 2 team members (annual billing USD 129/month), Small Business includes 5 team members (USD 349/month), and Mid-Size includes 10 team members (USD 699/month). Additional users cost USD 29-49/month.

Source
AWS SageMaker: How is AWS SageMaker priced?

SageMaker uses pay-as-you-go pricing with no upfront costs or long-term commitments. Pricing starts at $0.04 per hour for basic notebook instances and scales based on instance type. ML Savings Plans offer up to 64% off with hourly spend commitments.

Source
inFlow: Does inFlow include manufacturing features?

Yes. inFlow offers separate Manufacturing plans (Startup, Growth, Scale) with assembly and kit creation for product variants, starting at USD 179/month (annual billing).

Source
AWS SageMaker: Does AWS SageMaker have a free tier?

Yes, the free tier includes 250 hours of notebook usage, 50 hours of training, and 125 hours of hosting on ml.t3.medium instances during the first two months.

Source
inFlow: How many integrations does each plan support?

Entrepreneur plan includes 1 integration, Small Business includes 3 integrations, and Mid-Size includes 5 integrations. Enterprise plan supports unlimited integrations.

Source
inFlow: Is there a free trial available?

Yes. inFlow offers a free 14-day trial without requiring a credit card.

Source
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