1. Executive Summary
ES Macro Review for July 2026
U.S. equity markets edged lower in July 2026, with the S&P 500 benchmark (rebased series) declining approximately 0.28% over the month, as investors navigated a Federal Reserve that remained firmly on hold amid still-sticky services inflation, tempering expectations for any near-term easing pivot. Geopolitical tensions, including renewed uncertainty in the Middle East and continued friction around Taiwan Strait trade routes, periodically weighed on risk sentiment, contributing to a choppy, range-bound tape through much of the month before a modest late-month sell-off pressured equities into the final sessions of July. Against this backdrop, the strategy outperformed, returning +0.18% over the same window, preserving capital during the month's softer close.
Signal Performance Overview for July 2026
Trailing 12-month Sharpe 0.397 and return 1.642% (through the period in Table 3 below). During the report month, the S&P 500 benchmark (rebased series, see Figure 1) declined approximately 0.28%; the strategy returned +0.18% over the same window. Risk Posture: The strategy held its drawdown profile nearly flat, with max drawdown edging marginally deeper to -7.15% from -7.11%, suggesting contained tail risk despite any shift in market conditions. Win rate slipped modestly to 52.57% from 52.99%, a negligible deterioration that keeps the edge intact and signals the current window is broadly consistent with, though fractionally softer than, the prior period.
Signal Coverage — S&P 500
| Asset Class | Trading Symbol | Name |
|---|---|---|
| Futures | ES | E-mini S&P 500 |
| Futures | MES | Micro E-mini S&P 500 |
| ETF | SPY | SPDR S&P 500 ETF |
2. Trading Strategy
In order to produce the metrics below we use the signal in combination with the trading strategy below:
- Leverage: No leverage is applied for this strategy and metrics
- Positions:
- Entry positions: Every 5 minutes (between 09:45 and 15:30 ET) we decide to take a long, short or no position using 1/69 of our starting portfolio for the day (there are 69 possible openings per day). Each long/short position is then split into 5 parts and executed on each minute for the next 5 minutes following the decision. There is no sizing adjustment.
- Exit positions: We exit all positions at the end of the day. The exits are split over five minutes (15:55–16:00 ET).
- Costs: 1 bp round-turn assumption. Extra exchange/clearing fees not included.
- Contract series & roll: Front-month continuous. Switch at the open T–5 trading days before expiration; stop trading the expiring contract and start trading the next.
For detailed examples, flowcharts, and a full walkthrough of the trading strategy, see Benchmark Trading Strategy.
3. Model Training Data and Timeframe
| Category | Value |
|---|---|
| Model Family | Pythia |
| Version | v0.4.4 |
| Exchange | CME Globex |
| Data | Level II Limit Order Book (10 levels) |
| Retrained Time Period | 21Q1 to 24Q4 |
| Final Validation Period | 25Q1 to 26Q2 |
4. Performance Metrics
Table 1: Monthly Return and Win Rate Metrics (Last 12 Months)
| Month | Return (%) | Win Rate (%) |
|---|---|---|
| 2026 YTD | -2.671 | 50.182 |
| 2026 Jul | -0.041 | 51.475 |
| 2026 Jun | -3.285 | 41.333 |
| 2026 May | 0.154 | 48.416 |
| 2026 Apr | -1.002 | 40.946 |
| 2026 Mar | -0.379 | 50.875 |
| 2026 Feb | -0.548 | 47.124 |
| 2026 Jan | 2.513 | 70.539 |
| 2025 Dec | 0.580 | 56.876 |
| 2025 Nov | 0.261 | 47.283 |
| 2025 Oct | 0.702 | 52.089 |
| 2025 Sep | 1.527 | 62.937 |
| 2025 Aug | 1.298 | 60.865 |
Table 2: Year over Year Performance Comparison
| Month | Return (%) | Win Rate (%) |
|---|---|---|
| Jul 2026 | -0.041 | 51.475 |
| Jul 2025 | 0.894 | 55.729 |
| Jul 2024 | 1.692 | 54.840 |
Table 3: 12-Months Ending Performance
| Metric | 12 months ending Jul 2026 | 12 months ending Jun 2026 | Change |
|---|---|---|---|
| Sharpe | 0.397 | 0.610 | -0.213 |
| Ann Return (%) | 1.642 | 2.586 | -0.945 |
| Win Rate (%) | 52.569 | 52.986 | -0.417 |
| Max DD (%) | -7.153 | -7.114 | -0.039 |
| Volatility | 4.080 | 4.113 | -0.033 |
| Calmar | 0.227 | 0.353 | -0.126 |
Figure 1: Cumulative equity curve showing the trading strategy net long/short performance compared with the ES price (100 = July 01, 2026)
5. Next Steps
Download historical predictions for this month using the Client API and confirm performance in your own test harness.
- Sign-up: Start Free Trial
- API Documentation: https://quantumsignals.ai/documentation
6. Contact
Please reach out with any questions or comments at: info[at]quantumsignals.ai
