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DeltaSignal’s Substack · Aug 12, 2026

The +43.6% Net ROI Playbook: How We Turn CPI Forecasts Into Executable Yield

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DeltaSignal · DeltaSignal’s Substack

Market orders are a tax on impatient capital. By replacing aggressive taker buys with passive maker staking, we slash exchange friction by 69% and drop our trade breakeven hurdle from 56.6% to 39.3%.

DeltaSignal locked in a headline July CPI forecast of +0.1% month over month and +3.4% year over year before the Bureau of Labor Statistics published the official data on Wednesday, August 12, 2026.

The published release matched those predictions to the exact decimal.

That print triggered the maximum settlement value on our monitored Kalshi event bracket:

  • Leg A (KXCPI-26JUL-T0.0 YES): Pays $1.00 if CPI MoM is strictly greater than 0.0%.

  • Leg B (KXCPI-26JUL-T0.1 NO): Pays $1.00 if CPI MoM is not strictly greater than 0.1%.

At exactly +0.1% headline CPI, both contracts paid out, producing a $2.00 gross settlement per completed pair.

Yet DeltaSignal deployed $0.00 in live capital and generated $0.00 in realized return. Our live entry gate failed closed when the combined ask price reached $1.54 per pair, breaching our precommitted $1.45 ceiling. A counterfactual trade at $1.54 would have produced a net profit of $4.34 to $4.53 per ten pairs after taker fees. However, paying $1.54 required an exact-outcome win probability of >56.6% just to break even. Taking the trade would have been unquantified risk taking.

Trading scheduled economic events on prediction exchanges pits aggressive market orders against passive limit orders under deterministic fee schedules.

Kalshi charges variable transaction fees using this equation:

  • Fee = round_up[Multiplier * Contracts * Price * (1 - Price)]

The fee multiplier depends directly on order routing:

  • Taker Fee Multiplier (Market Orders): 0.0700

  • Maker Fee Multiplier (Resting Limit Orders): 0.0175

Consider a ten-pair position on the CPI bracket trading at $0.60 for Leg A and $0.85 for Leg B (a $1.45 combined entry):

  • Taker Fee (Leg A - $0.60): round_up[0.0700 * 10 * 0.60 * 0.40] = $0.17

  • Taker Fee (Leg B - $0.85): round_up[0.0700 * 10 * 0.85 * 0.15] = $0.09

  • Total Taker Fee for 10 Pairs: $0.26 (~2.6 cents per pair).

Submitting that same ten-pair order as passive resting Maker limit orders yields:

  • Maker Fee (Leg A - $0.60): round_up[0.0175 * 10 * 0.60 * 0.40] = $0.05

  • Maker Fee (Leg B - $0.85): round_up[0.0175 * 10 * 0.85 * 0.15] = $0.03

  • Total Maker Fee for 10 Pairs: $0.08 (~0.8 cents per pair).

Passive Maker execution reduces transaction drag by 69.2% ($0.08 vs. $0.26 per ten pairs). Because Kalshi applies a ceiling rounding function, orders must be submitted in batched blocks of ten or more contracts to avoid percentage rounding penalties on fragmented single-contract fills.

Order book telemetry across 159 synchronized recording cycles reveals clear behavioral windows on release morning:

  • Early Staking Window (5:00 AM to 6:30 AM ET): Order books are balanced and spreads are tight, averaging ~$1.46 per pair.

  • Pre-Release Spread Expansion (8:00 AM to 8:29 AM ET): Market makers systematically widen ask quotes from ~$1.46 up to $1.54+ to protect inventory against pre-data information flow.

Traders placing Taker market orders in the final 30 minutes pay peak spread markups and maximum fee drag. Placing resting limit bids during the early staking window creates passive liquidity sinks that capture retail panic orders as participants rebalance before 8:30 AM ET.

Shifting execution from late market Taker orders to early passive Maker limit orders alters the trade payoff matrix:

  • Scenario A: Late Taker Market Order (Observed Ask at $1.54)

    • Quoted Pair Ask: $1.540

    • Taker Fee Drag: $0.026 per pair

    • All-In Capital Basis: $1.566 per pair ($1.540 + $0.026)

    • Net Dollar Profit ($2.00 Max Settlement): $0.434 per pair

    • Conditional Return on Investment: 27.7%

    • Required Model Breakeven Hurdle: 56.6% win probability

  • Scenario B: Passive Maker Limit Order (Target Resting Bid at $1.385)

    • Combined Resting Bid: $1.385 per pair

    • Batched Maker Fee Drag: $0.008 per pair

    • All-In Capital Basis: $1.393 per pair ($1.385 + $0.008)

    • Net Dollar Profit ($2.00 Max Settlement): $0.607 per pair

    • Conditional Return on Investment: 43.6%

    • Required Model Breakeven Hurdle: 39.3% win probability

The core takeaway: Shifting to passive Maker limit orders ($1.385 target bid) lowers fee drag to 0.8 cents, reduces required win probability to 39.3%, and increases net ROI to 43.6%.

  • The Exact Kalshi Fee Equations & Batching Math

  • The 3-Stage Pre-Release Staking Protocol

  • Target Parameters for September CPI & FOMC

Read the original on deltasignal.substack.com

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