Cladwell Capsule
Wardrobe Report 2026
A little less counting.
A lot more getting dressed.
Our review of more than 6,700 recent Cladwell capsules found a midpoint of 30 clothing and shoe pieces, a wide range of sizes, and plenty of pieces doing more than one job.
Room for your own version of a capsule.
Your wardrobe can
have its own rhythm.
A capsule is a collection you can use. The number is only a starting point.
The smallest useful wardrobe for a trip may look very different from the clothes you need for a season. We looked at how people organize focused capsules in Cladwell, separately from their whole closets.
These findings describe this group of app users. They do not tell us the perfect wardrobe size, how often every garment was worn, or how much money anyone saved.
Thirty is a midpoint.
Give yourself some room.
Half of the nonempty capsules had between 19 and 62 clothing and shoe pieces. About 37% had more than 40. A bigger collection is part of the observed range.
How many pieces are in a capsule?
Share of 6,726 recent capsules with clothing or shoes. Accessories excluded.
All bars use the same 0–100% scale. The 24–33 band includes 10 possible sizes; the 61+ band has no upper bound. Unequal bands describe common planning ranges, not the frequency of each exact size.
See counts and counting rules
| Pieces | Capsules | Share |
|---|---|---|
| 01-15 | 1,307 | 19.4% |
| 16-23 | 814 | 12.1% |
| 24-33 | 1,735 | 25.8% |
| 34-40 | 391 | 5.8% |
| 41-60 | 761 | 11.3% |
| 61+ | 1,718 | 25.5% |
Another 420 eligible capsules had no clothing or shoe pieces; some contained accessories. They are excluded from this size chart. Quartiles: 19, 30 and 62 pieces; 90th percentile: 118.
Does the result change when each owner counts once?
It stays at 30. We calculated each owner’s median capsule size, then took the median of those owner-level values. That checks whether prolific capsule creators are driving the headline. About 11% of these owners had four or more capsules, accounting for about 44% of the nonempty capsules in this group.
The groups still differ: owners with several recent capsules tend to have larger capsule sizes. We cannot tell whether they are building seasonal wardrobes, experimenting with templates, or using capsules another way.
One owner, one vote
Median of owner-level capsule medians, by number of nonempty capsules.
Shared scale: 0–60 pieces. 3,587 owners in total. The median for all owners is 30.
A count is only
part of the picture.
Two capsules can contain the same number of pieces and serve very different people. Dresses, layers and shoes change how that collection comes together.
What those pieces are
Pooled clothing and shoe memberships within each size band. A piece in two capsules counts in both.
- Tops
- Layers
- Bottoms
- Dresses
- Shoes
This is a description of the database, not a recommended recipe. Larger capsules and repeated memberships contribute more to pooled shares. Accessories are kept outside this chart.
Read the category data
| Pieces | Tops | Layers | Bottoms | Dresses | Shoes | Accessories, separate |
|---|---|---|---|---|---|---|
| 01-15 | 3,546 | 2,234 | 2,960 | 757 | 1,818 | 1,832 |
| 16-23 | 5,114 | 3,011 | 3,822 | 1,169 | 2,632 | 2,186 |
| 24-33 | 14,602 | 10,151 | 11,803 | 5,272 | 8,889 | 7,580 |
| 34-40 | 4,734 | 3,004 | 3,370 | 1,141 | 2,156 | 2,170 |
| 41-60 | 12,639 | 8,332 | 8,222 | 2,653 | 5,875 | 5,328 |
| 61+ | 77,703 | 52,905 | 45,935 | 19,429 | 33,873 | 33,560 |
Try this in your own closet: check complete outfits, shoes and laundry before deciding you need more pieces.
Now put the
pieces together.
These are saved outfits from Cladwell’s official public capsule templates, using catalog item images. They illustrate combinations; they are separate from the customer analysis above.
One pair of flats. Three ways out the door.
Button-up and jeans; a jumpsuit and blazer; a turtleneck, wool jacket and jeans. The same mule flats appear in all three saved template outfits.
The chinos have more than one job.
Chinos and monkstraps appear in two of these saved template outfits, with a gingham shirt or a dress shirt and blazer. A tee, shorts and sneakers give the collection another option.
Cladwell reference catalog and official saved outfit lists, retrieved October 19, 2026 (New York). Generic catalog examples represent types of clothes; they are not a shopping list or a record of what a customer wore.
A good outfit
deserves another day.
Among capsules with logs on at least 10 different dates, about 42% had the same saved outfit logged on more than one date.
Outfit repeats, with logging opportunity in view
Share of capsules with at least one outfit ID logged on different UTC dates, grouped by number of logged dates.
Shared scale: 0–100%. More logged dates create more chances to observe a repeat. This is not a comparison of wardrobe quality or proof that logging changes behavior.
See repeat counts and limitations
| Logged dates | With a repeat | Capsules | Share |
|---|---|---|---|
| 1-4 | 22 | 1136 | 1.9% |
| 5-9 | 64 | 351 | 18.2% |
| 10+ | 215 | 511 | 42.1% |
5,148 eligible capsules had no matching-owner log in this window. Absence of a log is not absence of wear. Identical clothing saved under different outfit IDs will not count as a repeat here. One outfit may be logged more than once per date; those duplicates are removed for this comparison.
Save the combinations
you want to come back to.
You do not need a new outfit every morning for your wardrobe to be useful. Save combinations that suit your days, then change a layer or a pair of shoes when the weather or occasion calls for it.
This is a practical suggestion from the pattern we observed. We have not measured whether it saves time, reduces shopping or makes people happier.
Make it your own.
Start with the clothes you already have.
- Capsule Wardrobe 101
Understand the method and choose your next step.
- Start small
Try the week ahead before planning a whole season.
- Use the checklist
Check your days, outfits, shoes and laundry.
- Find your starting size
Decide what counts before choosing a number.
- Build a capsule
Follow a worked example from pieces to complete looks.
- Make it fit your life
Let work, weekends and travel share useful pieces.
- Adapt for the season
Plan for warm days, cool rooms and rain.
A finding worth sharing.
Keep its context close.
Use these figures and aggregate tables to explore or cite the report. Each chart includes its population, source and counting notes. Please credit Cladwell and link to the finding you use.
Suggested citation
Flynn, Erin. Cladwell Capsule Wardrobe Report 2026. Cladwell, October 19, 2026. Data release 2026-10-19.v1; snapshot October 20, 2026 at 00:57 UTC (October 19 in New York). https://cladwell.com/capsule-wardrobe-report
Fixed data release 2026-10-19.v1. The downloadable data matches the snapshot used throughout this report.
Download citation, definitions & counting rules (TXT)Aggregate tables only. No personal records, account identifiers or customer photos are included. Read the full methodology.
Download the six aggregate data tables (CSV)
- Study summary (CSV)
Eligible and nonempty capsules and accounts; clothing-and-shoe size quartiles.
- Capsule sizes (CSV)
Size-band counts, overlapping owner counts and clothing-and-shoe size summaries. Includes the zero-piece band.
- Owner-weighted sizes (CSV)
One median per owner, grouped by number of nonempty clothing-and-shoe capsules.
- Item categories (CSV)
Pooled item memberships by size band; accessories are reported separately.
- Pieces shared across capsules (CSV)
Shared current item membership among eligible multi-capsule owners; accessories included.
- Outfit logging and repeats (CSV)
Same outfit ID on different UTC dates, grouped by logging opportunity; includes capsules without logs.
The companion definitions and counting rules explain each column and population. Exact values support reproducibility; extra decimal places do not imply greater measurement accuracy.
What we counted.
What we can learn.
This is an observational study of retained Cladwell records. The current app users represented here are not a sample of everyone who uses a capsule wardrobe.
- The snapshot
- October 20, 2026 at 00:57 UTC (October 19 in New York). All six analytical queries ran in one read-only, repeatable-read database transaction.
- The group
- 7,146 focused capsules belonging to 3,984 active, nonstaff accounts, with a last-used timestamp from July 21 to before October 20, 2026 UTC. Whole closets, official templates and challenges were excluded. 6,726 capsules had at least one clothing or shoe piece.
- Size and categories
- Current memberships with no deletion timestamp and not in storage. Clothing and shoes count toward size; accessories do not. Shoes count as catalog items, usually a pair. A garment in more than one capsule contributes a membership to each. Capsule sizes are current, not reconstructed at the time of each use.
- Owners and shared pieces
- An owner is an account, not a verified unique person. The owner-weighted check uses the median size per owner and then the median across owners. Reuse includes accessories and requires at least two capsules with a current item; that differs from clothing-and-shoe nonemptiness. Owner counts across chart bands can overlap.
- Outfit logging
- July 21–October 18, 2026 inclusive, UTC: 90 completed calendar days ending before the original research day. Logs must belong to the capsule’s owner. A repeat is the same outfit ID on different dates. Calendar entries are not verified wears or recommendation impressions; logs can be entered retrospectively.
- Limits
- Last-used timestamps and memberships can change. A later snapshot can therefore have different counts, even with the same date filter. We cannot fully identify nonstaff test accounts or copied templates. The data does not establish an ideal size, causality, lifetime downloads, environmental savings, money saved, or time saved.
How to cite this report
Flynn, Erin. Cladwell Capsule Wardrobe Report 2026. Cladwell, October 19, 2026. Data release 2026-10-19.v1; snapshot October 20, 2026 at 00:57 UTC (October 19 in New York). https://cladwell.com/capsule-wardrobe-report
Use the specific chart’s population and counting rules when quoting a finding. Get the charts and aggregate data.
Who prepared this report
Published by Cladwell, with Erin Flynn credited as author. The analysis was prepared from aggregate Cladwell app records using the selection and counting rules above. This is company research about a selected group of app accounts, rather than an independent study of capsule wardrobes.
Questions or a correction? Email hello@cladwell.com with the figure or passage and the issue you found. The downloads identify their fixed data release so a citation can be traced to its source.
Cladwell in the wider conversation
Cladwell’s work has been covered by Good Morning America (2019), Fast Company, Brit + Co (2018), and TechCrunch (2017). Fast Company also reported on Cladwell’s partnership with Marie Kondo. These sources provide historical context; they did not review this report’s analysis.