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Fashion · head to head

Bold Metrics vs Happy Returns

Bold Metrics logo

Bold Metrics

Fashion

AI body data for apparel sizing

From
On request
Rated
-
Full reviewWebsite
Happy Returns logo

Happy Returns

Fashion

In-store and online returns solution

From
$150/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Bold Metrics sold to apparel brands as an embedded API rather than as a tool a shopper or small seller can use; Happy Returns pricing not published; custom solutions require demo booking
  • They diverge on capability: Bold Metrics covers AI body prediction, Happy Returns covers In-store returns.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Bold Metrics and Happy Returns actually diverge.

Attributes where Bold Metrics and Happy Returns differ
AttributeBold MetricsHappy Returns
Starting priceOn request$150/month
Pricing modelusage-basedsubscription
PlatformsWeb, ApiWeb, Mobile
Founded20142016

Identical on both: free tier (No), user rating (Not yet rated), category (Fashion).

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 Bold Metrics

  • AI body prediction
  • Size recommendations
  • Body measurements
  • Returns analytics
  • Product development data
  • Manufacturing specifications
  • Consumer insights
  • Fit analytics

Only in Happy Returns

  • In-store returns
  • Online returns
  • Label generation
  • Tracking
  • WooCommerce
  • Encryption
  • Authentication
  • Mobile support

Both cover

  • Shopify
  • Cloud deployment
  • Web support
  • English language support

What people use each for

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

Bold Metrics

  • Size recommendations on an apparel product pagenot Happy Returns
  • Reducing returns caused by fitnot Happy Returns
  • Body measurement estimation without a scannot Happy Returns
  • Made-to-measure sizing through Virtual Tailornot Happy Returns
  • Fit analytics across a cataloguenot Happy Returns

Happy Returns

  • Returns processingnot Bold Metrics

Where each one falls short

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

Bold Metrics

  • Sold to apparel brands as an embedded API rather than as a tool a shopper or small seller can use
  • Pricing is not published
  • Split across several named products, including Smart Size Chart, Virtual Sizer and Virtual Tailor, so scope depends on which are licensed

Happy Returns

  • Pricing not published; custom solutions require demo booking

Pricing, plan by plan

Bold Metrics

On request
  • Smart Size$undefined/month
    • Size recommendations
    • Basic analytics
    • E-commerce integration
  • Smart Body$undefined/month
    • Full body measurements
    • Product development data
    • Advanced analytics
  • Enterprise$undefined/month
    • Everything included
    • Custom AI models
    • Manufacturing data

Happy Returns

$150/month
  • Starter$150/month
    • Online returns
    • Basic integration
  • Full Service$300/month
    • In-store returns
    • Advanced features

Which should you pick?

Choose Bold Metrics if

  • You need ai body prediction.
  • You work on Web, Api.
  • You also want size recommendations.
Bold Metrics review

Choose Happy Returns if

  • You need in-store returns.
  • You work on Web, Mobile.
  • You also want online returns.
Happy Returns review

Questions people ask

Is Bold Metrics or Happy Returns better?
Neither clearly leads. Bold Metrics starts at On request and Happy Returns at $150/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Bold Metrics or Happy Returns?
Bold Metrics starts at On request and Happy Returns at $150/month.
Does Bold Metrics or Happy Returns run on more platforms?
Bold Metrics runs on Web, Api. Happy Returns runs on Web, Mobile.
What is Bold Metrics best used for?
Bold Metrics is most often used for size recommendations on an apparel product page, reducing returns caused by fit, body measurement estimation without a scan, made-to-measure sizing through virtual tailor. Of those, size recommendations on an apparel product page and reducing returns caused by fit are not what Happy Returns is typically brought in for.
What can Bold Metrics do that Happy Returns cannot?
Bold Metrics covers AI body prediction, Size recommendations, Body measurements, Returns analytics. Happy Returns covers In-store returns, Online returns, Label generation, Tracking. Both handle Shopify, Cloud deployment, Web support, English language support.

Answered from the vendors’ own pages

Bold Metrics: Why is Bold Metrics pricing not published online?

The website does not list pricing tiers or costs. Customers are directed to request a demo or connect with an expert to discuss pricing tailored to their needs.

Source
Happy Returns: How much does Happy Returns cost?

Happy Returns does not publish pricing on its website. The company offers customized solutions for e-commerce merchants. Pricing depends on business size, return volume, and specific feature requirements.

Source
Bold Metrics: How do I get in touch about pricing and trials?

Bold Metrics offers 'Request a Demo' and 'Connect with an Expert' calls-to-action on their website. Potential customers must reach out through these channels to learn about pricing and trial options.

Source
Happy Returns: How can I get Happy Returns pricing?

Contact Happy Returns to book a demo or request pricing by using the 'Contact us' link or 'Book a demo' button on their website.

Source
Bold Metrics: Is there a minimum contract term?

No information about contract terms, minimum commitment, or pricing is disclosed on the website. These details would be discussed during a consultation with the sales team.

Source
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