Software · head to head
ReturnLogic vs Bold Metrics

ReturnLogic
Software
Returns management platform for e-commerce and fashion
- From
- $200/month
- Rated
- -
The short version
- Each has a real cost: 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; Bold Metrics sold to apparel brands as an embedded API rather than as a tool a shopper or small seller can use
- They diverge on capability: ReturnLogic covers Return authorization, Bold Metrics covers AI body prediction.
Where they differ
Only the attributes on which ReturnLogic and Bold Metrics actually diverge.
| Attribute | ReturnLogic | Bold Metrics |
|---|---|---|
| Starting price | $200/month | On request |
| Pricing model | subscription | usage-based |
| Platforms | Web | Web, Api |
| Founded | 2013 | 2014 |
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 ReturnLogic
- Return authorization
- Processing
- Analytics
- Carrier integration
- Encryption
- Authentication
Only in Bold Metrics
- AI body prediction
- Size recommendations
- Body measurements
- Returns analytics
- Product development data
- Manufacturing specifications
- Consumer insights
- Fit analytics
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.
ReturnLogic
- Managing ecommerce returns and exchanges through a branded portalnot Bold Metrics
- Analysing return reasons and rates across productsnot Bold Metrics
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
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal 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
- 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
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
Pricing, plan by plan
ReturnLogic
$200/month- Starter$200/month
- Basic returns management
- Professional$400/month
- Advanced features
- Analytics
Bold Metrics
On request- Smart Size$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
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 ReturnLogic or Bold Metrics better?
- Neither clearly leads. ReturnLogic starts at $200/month and Bold Metrics at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, ReturnLogic or Bold Metrics?
- ReturnLogic starts at $200/month and Bold Metrics at On request.
- Does ReturnLogic or Bold Metrics run on more platforms?
- ReturnLogic runs on Web. Bold Metrics runs on Web, Api.
- What is ReturnLogic best used for?
- ReturnLogic is most often used for managing ecommerce returns and exchanges through a branded portal, analysing return reasons and rates across products. Of those, managing ecommerce returns and exchanges through a branded portal and analysing return reasons and rates across products are not what Bold Metrics is typically brought in for.
- What can ReturnLogic do that Bold Metrics cannot?
- ReturnLogic covers Return authorization, Processing, Analytics, Carrier integration. Bold Metrics covers AI body prediction, Size recommendations, Body measurements, Returns analytics. Both handle Shopify, Cloud deployment, Web support, English language support.

