Most brands don’t lose money on their autumn/winter range because they picked the wrong fabric.

They lose it because they bought the wrong amounts of the right things.

It happens the same way every year.

Demand is obviously higher in the cold months, so the buy gets bigger.

Confidence goes up. The heavyweight hoodie feels like a sure thing, so it gets deep.

A new sherpa-lined style looks exciting, so it gets deep too.

Then January arrives, the fast sellers are gone in sizes M and L, and the money is sitting in a pallet of unsold XS and XXL in a color that is better photographed than it sold.

That pallet is your cash. It doesn’t come back until you discount it, and by then you’ve paid for it twice, once at production and once in margin.

This guide gives you a complete, repeatable way to build an AW hoodie buy.

It’s the same structure we walk brands through here in Sialkot before we book their production slot, and it’s built around one framework: the Sell-Through Grid.

The Grid forces every decision in your buy onto three axes weight, style, and depth so you can see the whole range at once instead of approving styles one at a time and discovering the shape of your buy only when the boxes arrive.

Inside the Grid sits the depth rule that does most of the work: the 60/30/10 Buy.

Sixty percent of your units go to the proven core.

Thirty percent to seasonal repeats. Ten percent to genuine tests. It sounds almost too simple.

It is also the single change that most first- and second-season brands can make to stop bleeding cash into dead stock.

Start here first:

This guide covers the seasonal layer and how a cold-season hoodie buy differs from any other.

If you’re planning your very first range and need the fundamentals of how to pick a hero?

How many styles to run, and how the SKU maths works, read how to define your product range first, then come back for the autumn/winter specifics.

Chapter 01

Why AW Is the Hoodie’s Peak Season and Its Biggest Cash Trap?

Autumn/Winter is when hoodies stop being an impulse buy and start being a wardrobe decision.

People aren’t adding a hoodie to a basket because the graphic looked good.

They’re buying warmth. The purchase is bigger, the price tolerance is higher, and the customer is willing to wait for the right one.

That’s the opportunity. Here’s the trap: every signal you receive in AW is amplified, including the false ones.

The three things AW does to your numbers:

  • It raises your unit price. A heavyweight or lined hoodie carries more fabric, more construction, and more perceived value than a summer piece. Good for margin. Bad for exposure, each unsold unit costs you more.
  • It compresses your selling window. Realistically you have from the first cold snap to the post-holiday sale. Miss the front of it, and you’re discounting into a market that has already bought.
  • It rewards depth, not breadth. Cold-season shoppers reorder the same silhouette in a second color far more often than they experiment. Your best seller wants to be deeper, not accompanied by four cousins.

Put those together and you get the structural risk of an AW buy:

Higher cost per unit, a shorter window to sell it, and a strong pull toward over-ranging.

Every extra style you add divides the same budget into thinner slices, and thin slices sell out of the middle sizes early, then sit in the tails.

What overbuying actually cost?

Brands tend to think about dead stock as a warehouse problem. It’s a cash problem.

Money that went into unsold units in September is money you cannot use to reorder the style that is selling in November, which is exactly when you need it.

The over-buy doesn’t just lose you the margin on the dead units. It costs you the sales you couldn’t fund.

This is why the weight decision and the quantity decision can’t be made separately.

If you’re still deciding what a heavyweight actually means in GSM terms, start with our breakdown of the best GSM for a hoodie and what each weight is for.

And if you’re weighing a fleece-backed piece against a lined one for the cold months, the trade-offs are laid out in our guide to sherpa-lined and insulated hoodie construction.

From the floor:

We see the same pattern in reorder requests every year.

Brands come back asking for a rush run of one style, almost always the one they bought least of.

The styles they bought deepest are usually still sitting.

An anonymized (NDA signed) client who over-ranged AW and had to rush-reorder their bestseller; include the actual split they bought vs what sold.

Key takeaway:

AW is not the season to widen your range. It’s the season to go deep on fewer things and keep cash free for reorders.

Chapter 02

The Sell-Through Grid: One Page That Holds Your Whole Buy

The reason AW buys go wrong is rarely that any single decision was stupid.

It’s that the decisions were made one at a time.

You approve a heavyweight pullover. Then a zip.

Then someone shows you a sherpa sample, and it’s beautiful, so that gets approved too.

Nobody ever looks at the whole thing on one page until the purchase order is written.

The Sell-Through Grid fixes that by forcing every AW buy onto three axes:

  1. Weight: which thermal band the piece serves (midweight, heavyweight, lined).
  2. Style: the silhouette and construction (pullover, zip, sherpa-lined, and so on).
  3. Depth: how many units you commit, governed by the 60/30/10 rule.

Every style in your range occupies exactly one cell.

If a cell is empty, you have a gap. If a cell is crowded, you’re competing with yourself.

If your depth is spread evenly across cells, you have no conviction, and an even spread is the most reliable predictor of a bad AW.

Here’s the grid in its default form.

Read it left to right: each weight band gets a role, a share of units, and a job to do.

The Sell-Through Grid

Weight × Style × Depth: Gibben Clothing

Weight band Core (60%) Seasonal (30%) Test (10%)
Midweight
280-320 gsm		 20% year-round pullover. The layering piece. Sells early autumn and again in spring. Zip variant in a seasonal color. —
Heavyweight
380-450 gsm		 40% The AW workhorse. Deepest single commitment in the buy. 20% seasonal colorway or wash of the same block. 10% New silhouette on a proven fabric.
Lined
450 gsm+		 — 10% Sherpa or fleece-lined. Peak-cold only. Never carry over. The one piece you’re allowed to gamble on.

Percentages are share of total AW units, not styles. Empty cell = deliberate gap.

Two rules govern the Grid, and they’re what stop it from being just a spreadsheet:

  • No cell gets depth it hasn’t earned. A style only moves into the Core column after it has sold through in a previous season. Not because you like it.
  • The Test column is capped, not optional. Ten percent is small enough that a total failure doesn’t hurt you and large enough that a hit gives you next year’s Core.

The rest of this guide fills the grid in, one axis at a time.

Chapter 03

Choose Your Weights Before You Choose Anything Else

Weight is the first axis because it’s the only one that maps directly onto why the customer is buying.

Nobody buys a hoodie in November for the drop shoulder.

They buy it because they’re cold at a specific level of cold.

Think of AW as three distinct temperature jobs, not one.

The GSM figures below are the bands we cut to what each weight actually feels like, and how to spec it is covered in full in our 280 vs 350 vs 450 GSM guide.

Here we only care about which band does which job in a cold-season buy.

Midweight: the layering piece that pays for itself

Midweight is your longest-selling piece, and brands consistently under-buy it because it doesn’t feel seasonal enough.

That’s a mistake. Midweight sells in September when it’s not properly cold yet, sells again under a jacket in deep winter, and sells a third time in March when heavyweight is already on a markdown.

It is also the piece most likely to survive as a carryover into next year, which changes the math on how deep you can safely go.

A midweight over-buy becomes next season’s opening stock. A line overbuy becomes a discount.

Heavyweight: the AW workhorse

Heavyweight is what people picture when they picture a winter hoodie.

Substantial hand-feel, structure in the shoulders, and a hood that stands up on its own.

It carries the highest perceived value of any unlined piece, which means it also carries your best margin.

This is where the deepest single commitment in your buy should sit.

One heavyweight style, bought properly deep, in a small number of colors, will almost always outperform three heavyweight styles bought shallow.

Lined: high desire, short window, highest risk

Sherpa-lined and fleece-lined pieces are the most exciting thing in an AW range and the most dangerous.

They photograph beautifully, they justify a premium, and customers genuinely want them but only for a narrow band of genuinely cold weeks.

Outside that band the sell-through falls off a cliff, and unlike midweight, a lined hoodie cannot quietly carry over into spring.

Lined pieces belong in the Seasonal and Test columns. Almost never in Core.

Band Typical GSM Selling window Carry-over? Grid role
Midweight 280-320 gsm Early autumn → early spring Yes Core
Heavyweight 380-450 gsm Mid-autumn → late winter Usually Core + Seasonal
Lined / sherpa 450 gsm+ Peak cold only No Seasonal + Test

From the floor:

Fabric weight also changes what the factory can do with it.

Heavier loopback and fleece behave differently under the cutting knife, and a heavyweight body with a lightweight rib will fail on the first wash test every time.

When brands send us a tech pack with a heavyweight body and standard rib, we flag it before we cut because that mismatch is the most common reason a first AW sample gets rejected.

Key takeaway:

Buy midweight for the length of the season. Buy heavyweight for depth. Buy lined for desire and cap it.

Chapter 04

Build a Style Mix That Covers the Season, Not Your Mood Board

Once you know your weight bands, the style mix becomes an editing job rather than a creative one.

The question stops being “what do we want to make” and becomes “what does each cell of the grid still need?”

A functional AW hoodie range needs four things covered. Anything beyond that is a want, not a need.

01. A pullover in your anchor weight:

This is the piece your brand is judged on.

It should be the cleanest execution you own, in your most repeatable colors, and it should be available for as long as possible.

If you only get one thing right this season, get this right.

02. A zip in the same block:

A zip-through is not a different product; it’s the same customer solving a different problem (layering, temperature control, not messing up their hair).

Building it on the same pattern block as your pullover keeps your fit language consistent, keeps sampling cheaper, and means the two styles reinforce each other rather than compete.

Zips run at a higher landed cost because of the trim and the extra construction.

Price accordingly, but don’t skip it. Zip-throughs frequently out-sell pullovers in the deepest part of winter.

03. One heavier or textured statement piece:

This is where sherpa-lined, heavy-brushed, or a distinctive wash lives.

It gives the range a peak, gives your marketing something to shoot, and gives customers a reason to spend more.

It should be your highest price point and your shallowest core commitment.

04. One deliberate test:

Cropped, boxy, techwear-adjacent, a new color direction whatever your next customer might want but your current customer hasn’t asked for yet.

Buy it at the minimum that makes production viable, which for us is 50 pieces per style, and treat the result as research you got paid to run.

What to cut the AW-specific trap?

The general case for fewer styles over more, how a new style costs a full development cycle while a colorway reuses it, and how SKU count quietly multiplies is covered in the pillar on defining your product range.

It applies to every buy, not just this one, so read it there rather than here.

The trap that’s specific to a cold-season buy is doubling down on the exciting piece: two sherpa or lined styles when you’ve never sold one.

That’s two bets on the same unproven idea in the highest-cost, shortest-window part of your range.

One statement piece, capped. Prove it before you make a second.

Key takeaway:

Four styles covered properly beats seven covered thinly and in AW; never run two unproven lined pieces at once.

Every extra style is depth taken from one that would have sold.

Chapter 05

Separate Core Carry-Over From Seasonal-Only:

This chapter comes before quantities on purpose.

You cannot decide how deep to go on a style until you’ve decided whether it’s allowed to exist next year.

Split your range into two buckets before you write a single number.

Core carry-over:

A carry-over piece is one you intend to sell again, unchanged, next season.

It’s in a color that doesn’t date. It’s in a weight that has a long window.

Its fabric is one your factory can hold or re-source reliably.

Carry-over changes your risk profile completely.

If a style is genuinely carry-over, leftover units are not dead stock; they’re opening inventory.

That means you can afford to buy it deeper, because the downside of overbuying is a delay, not a loss.

What qualifies:

  • Neutral or signature brand colors only: black, charcoal, bone, or your one-house color.
  • A silhouette you’re not planning to redesign.
  • A fabric with a stable, repeatable supply.
  • Proven sell-through from a previous season.

Seasonal-only:

Everything else. Seasonal colors, novelty constructions, anything tied to a drop or a collaboration, anything lined.

These pieces have to clear within the season, or they become a discount.

Seasonal-only pieces must be bought to sell out deliberately slightly short, not slightly long.

Selling out of a seasonal piece is a marketing asset. Sitting on one is a liability.

The retire test:

At the end of each season, run every style through three questions:

  1. Did it clear at full price? If most units only moved on discount, it isn’t Core, no matter how much you like it.
  2. Would you re-cut it unchanged? If you’d want to “fix” the fit or the fabric, it’s a new style next year, not a carryover.
  3. Can the factory reproduce it exactly? Fabric availability changes. A carry-over you can’t re-source is a seasonal piece wearing a disguise.

Two yeses out of three isn’t enough. Carry-over needs all three.

Key takeaway:

Carry-over lets you buy deep safely. Seasonal-only must be bought short. Deciding which is which is what makes the next chapter’s numbers meaningful.

Chapter 06

Set Quantities With the 60/30/10 Buy:

Here’s the depth rule at the heart of the sell-through grid. Of your total AW units:

 

Here’s the depth rule at the heart of the sell-through grid. Of your total AW units:

60% CORE

30% SEASONAL

10%

 
Core proven, carry-over safe Seasonal proven style, seasonal execution Test unproven

Note what’s being split: units, not styles. This is the distinction almost everyone gets wrong.

A range of four styles can easily be a 25/25/25/25 buy-by unit, which means you have committed a quarter of your cash to a test.

Why 60 for Core:

Because that’s roughly the share of your season that is predictable.

Your proven pullover in black will sell. You know it will sell.

The only question is whether you have enough of it in September and enough of it again in December.

Under-buying Core is the quiet killer: you don’t see the loss because you sold out. You just never find out what you could have sold.

Why 30 for Seasonal?

Seasonal is proven-style, unproven-execution. The block works; the color or the lining is the variable.

Thirty percent is enough to make the range feel new and give you something to market, without betting the season on a color that photographs better than it wears.

Why only 10 for the test?

Because a test you can’t afford to lose isn’t a test. At 10% of units, a complete failure is an annoying write-off.

At 30%, it’s a cash-flow event that stops you reordering the thing that is working.

Our MOQ is 50 pieces per style, which means a test costs you 50 units and a real answer. That’s the cheapest market research in apparel.

Splitting depth across colors:

That a colorway is not a style and that adding a color reuses the pattern and sample while adding a style costs a full development cycle is a fundamental concept we cover on the product-range pillar.

What’s specific to the cold season is the split itself: two colors per style is the default, three only for your Core anchor, and you skew hard to a dark lead, a rough 60/40 on two, 50/30/20 on three.

Black or your darkest neutral is nearly always the AW lead, because winter shoppers buy dark.

Spread four colors evenly, and depth leaks out of the very piece that would have sold.

A worked example: a 1,000-unit AW buy

Percentages are easy to nod along to and hard to actually apply.

So here’s the arithmetic, end to end. This is an illustrative buy, not a client’s numbers swap in your own total, and the structure holds.

Say your budget supports 1,000 units across the season.

The 60/30/10 split gives you 600 Core, 300 Seasonal, and 100 Test. Now push those through the Grid.

Style Weight Role Units Colours & split
Anchor pullover Heavyweight Core 400 Black 200 / Charcoal 120 / Bone 80
Layering pullover Midweight Core 200 Black 120 / Grey 80
Zip-through (same block) Heavyweight Seasonal 200 Black 120 / Seasonal colour 80
Sherpa-lined Lined Seasonal 100 Black 60 / Bone 40
Boxy cropped (new) Heavyweight Test 100 Black 60 / Seasonal colour 40

Five styles. Two of them carry 60% of the units. Nothing sits below the 50-piece MOQ, even at the thinnest color.

And the whole test position of the piece you’re genuinely guessing about is 100 units.

If it dies completely, you’ve lost a tenth of the season and learned something you can use for two years.

Now look at what a typical over-ranged version of the same budget does: eight styles at 125 units each, two or three colors apiece.

Every color lands at 40-60 units.

Sell one size band well, and you’re out of stock in week two with nothing deep enough to reorder.

That’s the same money spent to guarantee a thin season.

Working out the actual units behind these percentages means knowing which of your choices sets the floor.

Our breakdown of the hoodie MOQ and what lifts it above 50 maps every minimum a custom color or decoration can trigger.

From the floor:

The buys we see clearly almost always look lopsided on paper. One style carries most of the units.

The brand looks like it “only made a few things.”

Then they sell out of the right things and reorder in November while everyone else is discounting.

Key takeaway:

Split units, not styles. 60% to what you know sells, 30% to a seasonal execution of what you know sells, and 10% to what you’re guessing about.

Chapter 07

Fix the Size Curve for Layering Weather:

A perfect style mix at a perfect depth will still leave you with dead stock if the size curve is wrong.

And the AW size curve is not the same as your summer curve.

Layering pushes demand up a size:

In cold weather people wear things underneath.

A customer who buys a medium tee buys a large hoodie so it sits over a long sleeve.

On heavyweight and lined pieces the effect gets stronger, because the customer is explicitly buying an outer layer.

The practical consequence: if you run your summer size curve on an AW heavyweight, you will run out of L and XL early and sit on S.

Oversized fits flatten the curve:

If your block is already boxy or oversized, customers self-correct; they size down, or they size to the fit rather than the layer.

That compresses demand toward the middle.

An oversized heavyweight and a regular-fit heavyweight need different curves even at the same weight.

Lined pieces skew hardest:

Sherpa and fleece-lined pieces are worn as jackets.

Assume the strongest upward skew of anything in your range.

Piece Curve behavior Suggested adjustment vs. your SS curve
Midweight, regular fit Closest to your baseline No change
Heavyweight, regular fit Skews up one size Shift +1 size
Heavyweight, oversized Flattens toward the middle Concentrate M-L
Lined / sherpa Strongest upward skew Shift +1 size, deepen L-XL

Cut the tails before you cut the middle:

The sizes that kill AW buys are the extremes. XS and 3XL feel like inclusivity on a spec sheet and look like dead stock in January.

If you’re running tight on units, the honest move is to narrow the size range rather than thin out the middle.

A size you don’t offer costs you nothing, while a size that doesn’t sell costs you the unit.

This chapter only covers the seasonal adjustment of how layering shifts an existing curve.

Building the baseline curve itself, the grading, and the size run is a separate job, covered in our streetwear size guide. Start there, then apply the AW skew above.

Key takeaway:

Shift your AW curve up. Narrow the tails. A size you never cut is free; a size that never sells is not.

Chapter 08

Book Production Before the AW Capacity Crunch:

Every brand plans AW at roughly the same time.

Which means every factory gets asked for the same slots at roughly the same time.

The brands that ship in September are the ones who booked while everyone else was still choosing colors.

Work backwards from your on-sale date, not forwards from today.

The durations below are typical planning ranges; treat them as a starting frame and tighten them to your own booked lead times.

~3-5 weeks

Sampling:
Fit sample, revision, pre-production sample. Budget for three rounds: most AW rejections happen because a heavier fabric behaves differently than the sample fabric. Keep it to the fewest rounds.

~2-4 weeks

Fabric sourcing & reservation:
Heavier fleece and sherpa have longer lead times than jersey, and AW is when everyone wants them at once. This is the step that slips.

~4-6 weeks

Bulk production:
Cutting, sewing, decoration, QC. Heavier constructions run slower per unit than lightweight.

~4-6 weeks sea

Shipping & customs:
Sea freight is cheaper and slower. If your buffer is gone by this stage, you’re paying for air.

Target

In stock and shooting:
Stock landed with enough runway to photograph, list, and market before the first cold snap, not after it.

The three dates that actually matter:

  • Fabric reservation cut-off. The last day you can lock your fleece without a lead-time penalty. Miss this and every downstream date moves.
  • Sample sign-off. The last day you can approve a PP sample and still make the bulk slot. Approving late is the most expensive small decision in the calendar.
  • Bulk booking. The day you take a slot on the line. This is a capacity queue, not a formality slots fill.

Full lead-time detail, manufacturing lead-time guide.

Key takeaway:

Book capacity before you finalize colors. A slot you can adjust is worth more than a plan you can’t produce.

Chapter 09

Hold Fabric So You Can Reorder Your Winners:

The 60/30/10 buy only works if you can act when it tells you something.

And it will tell you something usually in the first three weeks, usually that one style is moving twice as fast as you expected.

The problem is that by the time you know, the fabric is gone. Not gone from the world; gone from the mill’s current run, which for practical purposes is the same thing.

You end up waiting out a full lead time for a reorder that only makes sense if it lands inside the season.

Reserve fabric, not finished goods:

This is the single most useful thing a small brand can do to protect an AW season.

Instead of buying more units up front, buy optionality: hold a quantity of your core fabric at the factory, uncut.

Held fabric is dramatically cheaper than held inventory.

It hasn’t been cut, sewn, decorated, or shipped. It doesn’t commit you to a size curve or a color split.

And it converts into finished stock with a short lead time, because the slowest step sourcing is already done.

  • Hold on your core fabric only. The one you’d bet on. Not the sherpa.
  • Hold in your lead color if the fabric is piece-dyed, or hold greige if it isn’t.
  • Size the hold against your reorder scenario, not your hopes enough for one meaningful restock of your anchor style.

Decide your reorder trigger in advance:

Write the trigger down before the season starts, when you’re calm. Something like this: If any style is above X% sold through by week three, we place the reorder that week.

A trigger you set in advance gets pulled. A trigger you decide in the moment gets debated until it’s too late.

Know when to stop:

There’s a date after which a reorder cannot land in time to sell at full price.

Past it, you’re producing units that will arrive in a discount market.

Find that date at the start of the season and treat it as a hard stop.

From the floor:

Repeat clients tend to keep a standing fabric hold with us on their anchor style.

It’s not a formal contract; it’s a quantity of their core fleece that stays on the shelf.

When they call in week three, we’re cutting within 2 to 5 days instead of quoting a full lead time.

A client who reordered mid-season off-held fabric, with the timeline and outcome.

Key takeaway:

Hold fabric, not finished goods. It’s the cheapest way to buy yourself a second chance at your best seller.

Putting it together

Build the Grid Before You Build the Range:

An AW hoodie buy is not a creative exercise with a budget attached.

It’s a set of bets, and the Sell-Through Grid is just a way of seeing all of them on one page before you place them.

The sequence is always the same. Pick your weight bands, because that’s what the customer is actually buying.

Build the smallest style mix that covers the season.

Separate what can carry over from what has to clear.

Then split your units 60/30/10 proven, seasonal, and test and skew your size curve upward for layering.

Book capacity early, and hold fabric so your winners can be reordered.

Do that and a bad season costs you 10% of your units. Skip it, and a bad season costs you the cash you needed for a good one.

Autumn/Winter Hoodie Buy FAQs

Start with the smallest buy that still lets you go deep on one anchor style.

It is better to produce two styles properly than five styles thinly, because thin buys you to sell out of the middle sizes and leaves you with the tails.

Our MOQ is 50 pieces per style, so a viable first AW range can be built at low total volume.

The discipline is in how you split the units, not how many styles you list.

There is no single correct AW weight, because the season has three different jobs.

Midweight covers early autumn and layering, heavyweight is the cold-season workhorse and carries the best perceived value, and lined or sherpa pieces serve peak cold only.

Most balanced AW ranges use at least two of the three bands rather than betting the whole buy on one.

Work backwards from the date you want stock landed and photographed, then add sampling, fabric sourcing, bulk production, and shipping and add a buffer on top.

Heavier AW fabrics have longer sourcing lead times than jersey, and factory capacity fills up because every brand plans the season at the same time.

Booking a production slot early costs nothing and protects every date downstream.

Only if it passes three tests: it is cleared at full price, you would re-cut it completely unchanged, and the factory can reproduce the exact fabric.

If any one of those fails, treat it as a seasonal piece and buy it to sell out.

True carry-over styles are safer to buy deep, because leftover units become next season’s opening stock instead of dead stock.

Two is the sensible default, and three is only for your Anchor Core style.

Color options do not bring you new customers the way depth in a proven color brings you sales, and every additional color adds minimums and complexity.

Skew hard toward your lead color in cold season, which is almost always black or your darkest neutral.

Yes, but only if the fabric is available, which usually means reserving it before the season starts.

Holding uncut fabric at the factory is far cheaper than holding finished stock, and it removes the slowest step from a reorder.

Set your reorder trigger in advance, and identify the cut-off date after which new units would arrive too late to sell at full price.

From the HOODIE manual

This is one chapter of The Complete Hoodie Manufacturing Guides

These chapters cover taking a hoodie brand from idea to shipped units, costing, sourcing, tech packs, QC, freight, and launch comparisons. All written from the Sialkot factory floor of Gibben Clothing.

Open The Full Hoodie Guides

On the floor · Sialkot

Written by

Faizan Ahmad

Chief Apparel Technologist & Head of Manufacturing, Gibben Clothing · Sialkot, Pakistan

Faizan leads production at Gibben Clothing, a cut-and-sew streetwear manufacturer in Sialkot, with 8+ years turning raw yarn into retail-ready hoodies, tees, bottoms, jackets, tracksuits, and headwear. He doesn’t just write about clothing; he works the floor, so every guide here is grounded in real fabric behavior, QC standards, and production data from live runs.