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Fashion · head to head

Bold Metrics vs ReturnLogic

Bold Metrics logo

Bold Metrics

Fashion

AI body data for apparel sizing

From
On request
Rated
-
Full reviewWebsite
ReturnLogic logo

ReturnLogic

Fashion

Returns management platform for e-commerce and fashion

From
$299/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; ReturnLogic billed per return processed, from $3.90 down to $0.25 each, so cost rises with the thing a retailer is trying to reduce
  • They diverge on capability: Bold Metrics covers AI body prediction, ReturnLogic covers Return authorization.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Bold Metrics and ReturnLogic actually diverge.

Attributes where Bold Metrics and ReturnLogic differ
AttributeBold MetricsReturnLogic
Starting priceOn request$299/month
PlatformsWeb, ApiWeb
Founded20142013

Identical on both: pricing model (usage-based), 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 ReturnLogic

  • Return authorization
  • Processing
  • Analytics
  • Carrier integration
  • Email
  • Encryption
  • Authentication

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 ReturnLogic
  • Reducing returns caused by fitnot ReturnLogic
  • Body measurement estimation without a scannot ReturnLogic
  • Made-to-measure sizing through Virtual Tailornot ReturnLogic
  • Fit analytics across a cataloguenot ReturnLogic

ReturnLogic

  • Managing ecommerce returns and exchanges through a branded portalnot Bold Metrics
  • Analysing return reasons and rates across productsnot 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

ReturnLogic

  • Billed per return processed, from $3.90 down to $0.25 each, so cost rises with the thing a retailer is trying to reduce
  • The per return rate is more than fifteen times higher at low volume than at high volume
  • A 12 month contract applies, auto renewing unless 30 days notice is given
  • The FAQ states a $299 a month starting point that does not appear in the pricing table itself
  • Return volume thresholds for each rate are not published

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

ReturnLogic

$299/month
  • Usage Based Plan$299/month
    • No subscription or platform fees
    • Tiered per-return pricing from $3.90 to $0.25
    • No overages
  • Enterprise Plan$null/custom
    • All Usage Based features
    • Dedicated success manager
    • Prioritized support

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 ReturnLogic if

  • You need return authorization.
  • You also want processing.
ReturnLogic review

Questions people ask

Is Bold Metrics or ReturnLogic better?
Neither clearly leads. Bold Metrics starts at On request and ReturnLogic at $299/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Bold Metrics or ReturnLogic?
Bold Metrics starts at On request and ReturnLogic at $299/month.
Does Bold Metrics or ReturnLogic run on more platforms?
Bold Metrics runs on Web, Api. ReturnLogic runs on Web.
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 ReturnLogic is typically brought in for.
What can Bold Metrics do that ReturnLogic cannot?
Bold Metrics covers AI body prediction, Size recommendations, Body measurements, Returns analytics. ReturnLogic covers Return authorization, Processing, Analytics, Carrier integration. 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
ReturnLogic: How much does ReturnLogic cost?

ReturnLogic starts at $299/month on the Usage Based plan with tiered per-return fees ranging from $3.90 to $0.25. Enterprise pricing is custom. Contracts are 12 months, billed annually or monthly.

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
ReturnLogic: How is ReturnLogic billed?

ReturnLogic uses usage-based pricing with a per-return fee structure. There is no subscription or platform fee, and no overages. The per-return cost decreases with volume (tiered from $3.90 to $0.25).

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
ReturnLogic: What payment methods does ReturnLogic accept?

ReturnLogic accepts credit card payments (Visa, Mastercard, American Express) processed through third-party Recurly.

Source
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