Should I Add an Options Hedge? (Short Answer: Not Yet)
Part 24 below addresses the question of an options hedge for my current strategies
This is part 24 of my series — Building & Scaling Algorithmic Trading Strategies
Now that I’m moving towards go-live with:
the sigmoid volatility sleeve,
the SPY/VIX synthetic long-or-cash toggle, and
possibly the dual allocator,
I wanted to sanity-check one question: Should I add an options hedge somewhere in the stack?
It’s tempting because options feel like the natural “insurance layer.” But after digging into the mechanics of each sleeve, the answer is: not right now.
“At any given moment we have two options: A step forward into growth or a step back into safety.” — Abraham Maslow
“I wish I had an answer to that, because I’m tired of answering that question.” — Yogi Berra
1. Risk of Holding VIX Products Overnight
There is risk, but it’s the same risk that makes the sleeve profitable:
VIX ETNs suffer from decay, roll costs, and path-dependence
Overnight can bring gap risk from macro events
The vol complex can crush hard after a spike
Borrow costs can jump (if you ever short VIXY)
But this is built into the sleeve’s design:
The term-structure z-score already assumes multi-day holds
Decay and roll yield are part of the alpha
Stress behavior is captured in the historical tests
The sigmoid sizing smooths entries/exits, reducing surprise gaps
The truth is:
If you remove overnight risk from a VIX sleeve, you remove the trades that make money.
Overnight exposure is the alpha.
Adding an options hedge on top would turn this into a messy hybrid vol book with margin, liquidity, and execution friction — exactly what I don’t want right now.
If I ever need extra protection, I’d start with exposure reduction via a macro stress score, not layering options on top.
2. The SPY/VIX Long-or-Cash Toggle Doesn’t Need Options Either
This model already flips between long SPY and cash based on the synthetic regime probability. That long-or-flat behavior naturally limits overnight gap risk.
Adding puts or collars here would:
destroy most of the toggle’s Sharpe
require frequent rolling
introduce slippage and assignment risk
add operational overhead
turn the toggle into a quasi-options strategy instead of a clean ML sleeve
If I really wanted more safety, I’d simply:
cap exposure (e.g., 0.75 instead of 1.0), or
cut to cash entirely when the macro stress score spikes
Not drag options into it.
If I do pursue an options angle later, it should be its own sleeve — not bolted onto the toggle.
3. The Dual Allocator Also Doesn’t Benefit From Options Hedges
The dual allocator already has a mix of long, short, and hold.
That is already a leverage + hedge structure. Adding options would:
complicate the book
dilute the trend-based logic
make attribution muddy
introduce theta decay for no structural benefit
create an options-driven vol book unintentionally
The allocator’s cleanest protection comes from:
the hybrid ensemble toggle
upcoming macro stress gating
simple exposure scaling
Not from layering options on top of an already complex position mix.
If I ever need targeted insurance (like pre-FOMC), I can do that manually or as a separate micro-sleeve.
4. What About a Dedicated Options Strategy Later?
That’s absolutely on the table — but it should be designed as its own thing:
a VIX call sleeve during backwardation
a cheap SPX put tail hedge
an event-driven vol strategy
or a systematic short-premium book with strict rules
All of those are separate strategies with their own risk budgets.
At this time, I don’t think they should be stapled onto the sleeves I’m running now.
5. Summary — No Options Hedge (Yet)
If you didn’t want to read all that, here’s the TL;DR:
Vol Sleeve: Overnight risk is the point; options hedge would kill the edge.
SPY/VIX Toggle: Already long-or-cash; options would overcomplicate and erode Sharpe.
Dual Allocator: Best served by exposure scaling, not options.
If there’s a hedge to add, it should be a macro stress score, not an options structure.
Options can come later, but as a dedicated, well-designed sleeve — not bolted onto these strategies.
The information presented in Math & Markets is not investment or financial advice and should not be construed as such.