Fashion Returns Average 21% of Order Value: Calculate Yours

By Raheel GulSeptember 22, 20266 min read

Quick answer

A widely cited BOXpoll survey by Pitney Bowes and Cipher Research found returns cost online retailers an average of 21 percent of order value once reverse shipping and processing are counted. Apparel sits well above that baseline, since clothing returns at 20 to 40 percent of orders, roughly double the blended ecommerce average. Corlen's free return cost calculator turns those industry figures into a number specific to your own store: plug in your monthly orders, return rate, average order value, and handling cost per return, and it shows what that adds up to each month and each year.

Most return-rate conversations stop at the percentage. A 25 percent return rate sounds manageable until you multiply it against your own order volume and handling cost, at which point it turns into a specific dollar figure, usually bigger than a store owner expects.

How much does a clothing return actually cost?

A 2022 BOXpoll survey by Pitney Bowes, in partnership with Cipher Research, surveyed 168 US digital and omnichannel retailers and found returns cost an average of 21 percent of order value. That figure is still commonly cited in 2026 industry coverage, and the reason is simple: the underlying cost structure it measured, reverse shipping plus processing, has not changed in kind, even as order volumes have grown.

That 21 percent is an average across all ecommerce categories, not apparel specifically. Fashion sits above it for a reason covered in the next section: a returned garment is more likely to come back unsellable at full price than most other product types, because it was worn, tried, or simply opened out of its original packaging.

What goes into that cost?

A refund is the visible part. The rest of the cost happens after the box arrives back at the warehouse, and it's where most of the real money is lost.

Reverse shipping: the return label is a logistics cost to someone, store or customer, no matter who's nominally billed for it.
Quality inspection: someone has to check the item is undamaged, unworn, and resellable before it goes back into inventory.
Restocking or write-off: relisting takes staff time; an item that fails inspection gets marked down or written off entirely.
Repackaging: a garment that shipped in sealed retail packaging rarely goes back on the shelf in the same condition it left in.

Corlen's return cost calculator splits its estimate along exactly this line: revenue tied up in the returned order itself, separate from the operational cost of reverse shipping, inspection, and repackaging, so a store owner can see both halves rather than one blended number.

How big is this at an industry level?

Apparel returns at 20 to 40 percent, against a blended US ecommerce return rate the National Retail Federation put at about 19.3 percent for 2025. The National Retail Federation projects total return-related losses across US online retail will pass 247 billion dollars in 2026, up from 220 billion in 2024, a 12 percent jump, even as the blended rate itself has actually eased slightly. Order volume growing faster than the rate falls is why the dollar figure keeps climbing regardless.

Metric	Figure	Source
Average cost of a return, all categories	21% of order value	Pitney Bowes BOXpoll, 2022
Apparel return rate	20 to 40%	National Retail Federation, cited in industry benchmarking
Blended US ecommerce return rate, 2025	About 19.3%	National Retail Federation
Projected US online return losses, 2026	Over $247 billion	National Retail Federation

How does the return cost calculator work?

You enter four numbers: your monthly orders, your return rate, your average order value, and your cost per return (covering shipping, restocking, inspection, and repackaging). The calculator multiplies orders by return rate to estimate your monthly returns, then splits the impact into revenue tied up in those returns and the operational cost of handling them, before annualizing the total.

It's a planning estimate built from your own inputs, not a guarantee, the tool says exactly that underneath the result. Return rates and handling costs vary by category, store policy, and fulfillment setup, which is why a generic industry percentage is only a starting point. Your own numbers are what should drive a decision.

What actually brings the cost down?

Since fit uncertainty drives most fashion returns, the highest-leverage fix is letting a shopper see how a garment looks on their own body before they buy, not after the box arrives. That's the specific gap virtual try-on closes: a customer photo, wearing the product they're about to buy, previewed before checkout.

Once you know what returns are costing you from this calculator, Corlen's ROI calculator runs the other side of the same math, what adding a try-on preview could realistically return in fewer fit-driven returns and higher conversion. For the general case on reducing returns, see how to reduce online fashion returns. To see the preview a shopper actually gets, try Corlen on your own photo, or read the developer docs if you're evaluating the API for your store.

Frequently asked questions

How much does a return cost a fashion retailer on average?

A 2022 BOXpoll survey by Pitney Bowes and Cipher Research of 168 US digital and omnichannel retailers found returns cost an average of 21 percent of order value once transportation and processing are counted. That figure is still widely cited in 2026 industry reporting because the underlying cost structure, reverse shipping plus inspection plus restocking, has not fundamentally changed.

What actually goes into the cost of a single return?

Reverse shipping, quality inspection, restocking or write-off, and staff time to process it. A garment that comes back damaged, out of season, or already worn once often cannot be resold at full price, which adds a markdown loss on top of the handling cost.

Is the cost of returns the same as the return rate?

No. The return rate is what percentage of orders come back. The cost of returns is what those returns actually do to your revenue and margin, and it can grow even when the rate holds steady, simply because order volume keeps increasing.

What is the biggest driver of fashion return costs specifically?

Fit uncertainty. Apparel returns at 20 to 40 percent, well above the roughly 19 percent blended average across all ecommerce categories, largely because a shopper cannot feel how a garment fits on their own body before it ships.

Where can I calculate what returns are costing my own store?

Corlen's free return cost calculator estimates your monthly and annualized impact from your own order volume, return rate, average order value, and per-return handling cost, with the formula shown underneath so you can check the math.

Ready to add real try-on to your store?

Install Corlen on Shopify in minutes, or build it into your own platform with the developer API.

Add to Shopify Explore the API