Software · head to head
Bold Metrics vs ReturnLogic

ReturnLogic
Software
Returns management platform for e-commerce and fashion
- From
- $200/month
- Rated
- -
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.
Where they differ
Only the attributes on which Bold Metrics and ReturnLogic actually diverge.
| Attribute | Bold Metrics | ReturnLogic |
|---|---|---|
| Starting price | On request | $200/month |
| Pricing model | usage-based | subscription |
| Platforms | Web, Api | Web |
| Founded | 2014 | 2013 |
Identical on both: free tier (No), user rating (Not yet rated), category (Unknown).
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
- 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
$200/month- Starter$200/month
- Basic returns management
- Professional$400/month
- Advanced features
- Analytics
Which should you pick?
Choose Bold Metrics if
- You need ai body prediction.
- You work on Web, Api.
- You also want size recommendations.
Questions people ask
- Is Bold Metrics or ReturnLogic better?
- Neither clearly leads. Bold Metrics starts at On request and ReturnLogic at $200/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 $200/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.

