Observed arrival · 2026-11-11
Thread Futures forecasts fashion’s leftovers
Browser-based tools for fashion teams to estimate fabric offcuts, flag stock at risk of going unsold, and record what happens next.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Fashion teams tracking fabric and unsold stock
- Worth noticing
- The offcut test reports 82.4% of order-data estimates within ±15% across 1,600 held-out simulated runs.
Field notes
The offcut estimator lets visitors change garment, fabric, size range, and cutting-plan inputs, then compares its estimate with a flat 15% rule of thumb. Its reported test uses 1,600 held-out simulated runs; the page says the estimate falls within ±15% for 82.4% of those runs when using order data alone. The separate stock-risk model is demonstrated on open retail data, explicitly not fashion data, and scores launches from their first 12 weeks of sales.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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