Softwr

Machine Learning & Data Science · head to head

Azure Machine Learning vs inFlow

Azure Machine Learning logo

Azure Machine Learning

Machine Learning & Data Science

Enterprise-grade machine learning service

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 Azure Machine Learning has a free tier, so it costs nothing to try first.
  • Each has a real cost: Azure Machine Learning requires knowledge of Azure ecosystem and integration with other Azure services; inFlow user interface feels outdated and difficult for new users to navigate
  • They diverge on capability: Azure Machine Learning covers Automated ML, inFlow covers Easy inventory tracking.

Where they differ

Only the attributes on which Azure Machine Learning and inFlow actually diverge.

Attributes where Azure Machine Learning and inFlow differ
AttributeAzure Machine LearninginFlow
Starting priceFree$129/month
Pricing modelusage-basedUnknown
Free tierYesNo
PlatformsAzure CloudCloud, Web, Mobile scanning app
CategoryMachine Learning & Data ScienceInventory Management
Founded19752003

Identical on both: 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 Azure Machine Learning

  • Automated ML
  • Designer (drag-and-drop)
  • Notebooks
  • MLOps
  • Model registry
  • Azure Blob Storage
  • Azure DevOps
  • Power BI

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.

Azure Machine Learning

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

inFlow

  • Simple inventory trackingnot Azure Machine Learning
  • Order managementnot Azure Machine Learning
  • Purchase controlnot Azure Machine Learning
  • Stock alertsnot Azure Machine Learning

Where each one falls short

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

Azure Machine Learning

  • Requires knowledge of Azure ecosystem and integration with other Azure services
  • Compute resources for training and inference generate separate charges

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

Azure Machine Learning

Free
  • Free TierFree
    • Limited compute
    • Basic features
  • Pay-as-you-go$0.05/hour
    • Full platform
    • All compute options
    • Enterprise features

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 Azure Machine Learning if

  • You need automated ml.
  • You want to start without paying.
  • You work on Azure Cloud.
  • You also want designer (drag-and-drop).
Azure Machine Learning 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 Azure Machine Learning or inFlow better?
Neither clearly leads. Azure Machine Learning 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, Azure Machine Learning or inFlow?
Azure Machine Learning has a free tier; the other does not. Paid plans start at Free for Azure Machine Learning and $129/month for inFlow.
Does Azure Machine Learning or inFlow run on more platforms?
Azure Machine Learning runs on Azure Cloud. inFlow runs on Cloud, Web, Mobile scanning app.
Can I use Azure Machine Learning for free?
Yes. Azure Machine Learning has a free tier, so you can try it without paying. inFlow starts at $129/month.
What is Azure Machine Learning best used for?
Azure Machine Learning 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 Azure Machine Learning do that inFlow cannot?
Azure Machine Learning covers Automated ML, Designer (drag-and-drop), Notebooks, MLOps. inFlow covers Easy inventory tracking, Purchase order management, Sales order management, Low stock alerts.

Answered from the vendors’ own pages

Azure Machine Learning: Does Azure Machine Learning have any platform licensing fees?

No, Azure Machine Learning carries no extra cost. You only pay for the underlying compute resources utilized during model training or inference.

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
Azure Machine Learning: What AutoML capabilities does Azure Machine Learning provide?

Azure Machine Learning supports automated model creation for classification, regression, vision, and natural language processing tasks.

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
Azure Machine Learning: Does Azure ML support language model fine-tuning?

Yes, Azure Machine Learning supports fine-tuning of foundation models from providers including OpenAI, Meta, Hugging Face, and Cohere.

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
Azure Machine Learning: What MLOps features are included?

Azure ML includes end-to-end pipeline automation with CI/CD capabilities, managed endpoints for model deployment, and monitoring tools.

Source
inFlow: Is there a free trial available?

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

Source
Azure Machine Learning: Can I access foundation models from multiple vendors?

Yes, Azure Machine Learning provides access to a model catalog with foundation models from Microsoft, OpenAI, Hugging Face, Meta, and Cohere.

Source
ShareXLinkedInRedditWhatsAppEmail

Related pages

More on Azure Machine Learning

More on inFlow

Keep looking

Other head to heads