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Machine Learning & Data Science · head to head

AWS SageMaker vs TradeGecko

AWS SageMaker logo

AWS SageMaker

Machine Learning & Data Science

Build, train, and deploy machine learning models at scale

From
Free
Rated
-
Full reviewWebsite
TradeGecko logo

TradeGecko

Inventory Management

Complete inventory and order management platform

From
On request
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; TradeGecko the vendor's own pricing page as captured by the Internet Archive on 2019 listed a Lite plan at $79 per month billed annually (or $99 billed monthly) including 2 users, 1 sales channel integration, and 300 sales orders per month, with additional users at $50 per user per month, additional sales channels at $50 per channel per month, and additional orders at $10 per package of 100; a lower tier included 150 sales orders per month with overage at $20 per package of 100 orders; TradeGecko was later acquired and its cloud service was shut down in 2020 with customers migrated to Intuit's QuickBooks Commerce
  • They diverge on capability: AWS SageMaker covers Jupyter notebooks, TradeGecko covers Inventory management.

Where they differ

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

Attributes where AWS SageMaker and TradeGecko differ
AttributeAWS SageMakerTradeGecko
Starting priceFreeOn request
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWebWeb, Mobile app, Cloud-based
CategoryMachine Learning & Data ScienceInventory Management
Founded20062012

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 AWS SageMaker

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

Only in TradeGecko

  • Inventory management
  • Order management
  • Purchase order automation
  • Supplier management
  • Multi-location support
  • Analytics dashboard
  • API integration
  • Shopify

Both cover

  • Web support

What people use each for

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

AWS SageMaker

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

TradeGecko

  • Wholesale managementnot AWS SageMaker
  • Distribution operationsnot AWS SageMaker
  • Multichannel sellingnot AWS SageMaker
  • B2B commercenot 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

TradeGecko

  • The vendor's own pricing page as captured by the Internet Archive on 2019 listed a Lite plan at $79 per month billed annually (or $99 billed monthly) including 2 users, 1 sales channel integration, and 300 sales orders per month, with additional users at $50 per user per month, additional sales channels at $50 per channel per month, and additional orders at $10 per package of 100; a lower tier included 150 sales orders per month with overage at $20 per package of 100 orders; TradeGecko was later acquired and its cloud service was shut down in 2020 with customers migrated to Intuit's QuickBooks Commerce

Pricing, plan by plan

AWS SageMaker

Free

No published plan breakdown. See the AWS SageMaker review.

TradeGecko

On request
  • Essentials$99/month
    • Basic inventory
    • 5 users
    • Standard support
  • Professional$249/month
    • Advanced features
    • 15 users
    • Priority support
  • Enterprise$499/month
    • Full features
    • 25 users
    • Dedicated support

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 TradeGecko if

  • You need inventory management.
  • You work on Web, Mobile app, Cloud-based.
  • You also want order management.
TradeGecko review

Questions people ask

Is AWS SageMaker or TradeGecko better?
Neither clearly leads. AWS SageMaker starts at Free and TradeGecko at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AWS SageMaker or TradeGecko?
AWS SageMaker has a free tier; the other does not. Paid plans start at Free for AWS SageMaker and On request for TradeGecko.
Does AWS SageMaker or TradeGecko run on more platforms?
AWS SageMaker runs on Web. TradeGecko runs on Web, Mobile app, Cloud-based.
Can I use AWS SageMaker for free?
Yes. AWS SageMaker has a free tier, so you can try it without paying. TradeGecko starts at On request.
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 TradeGecko is typically brought in for.
What can AWS SageMaker do that TradeGecko cannot?
AWS SageMaker covers Jupyter notebooks, Built-in algorithms, Automatic model tuning, One-click deployment. TradeGecko covers Inventory management, Order management, Purchase order automation, Supplier management. Both handle Web support.

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
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
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
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