← capex_spike (all companies) · TWST (all signals) · all methodology
capex_spike on Twist Bioscience Corp (TWST)
SIC 2836 — Biological Products, (No Diagnostic Substances) · CIK 1581280 · default direction: short
Definition
Fires on >50% YoY capex increase. Captures aggressive reinvestment phases — often precedes value destruction in mature industries.
Every time the signal fired on TWST
| FY | Filing date | Event date | 1d | 5d | 20d | 60d | 252d |
|---|---|---|---|---|---|---|---|
| FY2025 | 2025-11-17 | 2025-11-17 | -1.74% | +10.85% | +17.65% | +85.60% | — |
| FY2022 | 2023-06-05 | 2023-06-05 | +4.88% | +13.53% | +21.37% | +33.85% | +226.31% |
| FY2021 | 2021-11-23 | 2021-11-23 | -0.92% | -9.96% | -11.21% | -44.97% | -73.60% |
| FY2019 | 2019-12-13 | 2019-12-13 | +0.00% | -10.31% | -18.88% | -9.14% | +429.68% |
Forward returns are stock returns from event date (next trading day after filing). Sign is raw stock direction; the trade direction is in the calibration table below.
Universe-wide calibration (this signal across all companies)
| Horizon | n events | Gross stock ret | Hit rate | Trade dir | Net PnL | Cost (bps) | r/σ net |
|---|---|---|---|---|---|---|---|
| 1d | 2,295 | +0.01% | +43.27% | short | -0.06% | 32 | -0.01 |
| 5d | 2,292 | -0.85% | +41.88% | short | +0.74% | 33 | +0.06 |
| 20d | 2,258 | -1.91% | +41.67% | short | +2.05% | 36 | +0.10 |
| 60d | 2,127 | +0.65% | +44.01% | short | -0.78% | 47 | -0.02 |
| 252d | 2,092 | +14.03% | +44.93% | short | -14.91% | 97 | -0.09 |
Net PnL is direction × stock return − round-trip execution cost (5 bps half-spread + ADV-tiered borrow). See capex_spike methodology for the full audit.