1. Executive Summary
6E Macro Review for May 2026
The 6E benchmark (rebased series) declined approximately 0.60% in May 2026, as the euro came under modest pressure amid a diverging monetary policy backdrop: the ECB signalling a continued, if gradual, easing trajectory while the Federal Reserve held rates steady, tempering near-term rate-differential support for the single currency. Lingering geopolitical uncertainty in Eastern Europe and renewed trade-policy concerns weighed on risk sentiment through mid-month, contributing to choppy price action before a partial late-month recovery faded into month-end selling. Against this backdrop, the strategy navigated the volatility effectively, returning +0.02% over the same window and broadly preserving capital where the benchmark gave ground.
Signal Performance Overview for May 2026
Trailing 12-month Sharpe 1.289 and return 2.575% (through the period in Table 3 below). During the report month, the 6E benchmark (rebased series) declined approximately 0.60%; the strategy returned +0.02% over the same window. The strategy maintained a win rate of 53.99%, identical to the prior 12-month window, while max drawdown deepened modestly from -1.24% to -1.66%, suggesting slightly elevated but still well-contained downside pressure. Overall, the current period reflects a marginally more stressed equity curve than its predecessor, though the consistency in win rate indicates no meaningful deterioration in trade-level accuracy.
Signal Coverage — EUR/USD
| Asset Class | Trading Symbol | Name |
|---|---|---|
| Futures | 6E, M6E | Euro FX Futures (CME) |
| ETF | FXE | Invesco CurrencyShares Euro Trust |
| Spot | EUR/USD | Euro / US Dollar Spot |
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 14:00 ET) we decide to take a long, short or no position using 1/51 of our starting portfolio for the day (there are 51 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 | v0.5.0 |
| Exchange | CME Globex |
| Data | Level II Limit Order Book (10 levels) |
| Trained 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 | 0.419 | 50.859 |
| 2026 May | -0.301 | 49.264 |
| 2026 Apr | -0.112 | 49.604 |
| 2026 Mar | 0.623 | 56.744 |
| 2026 Feb | -0.690 | 44.323 |
| 2026 Jan | 0.906 | 52.161 |
| 2025 Dec | 0.250 | 58.272 |
| 2025 Nov | -0.371 | 42.849 |
| 2025 Oct | 0.613 | 60.613 |
| 2025 Sep | 0.084 | 55.285 |
| 2025 Aug | 0.587 | 59.305 |
| 2025 Jul | 0.542 | 60.217 |
| 2025 Jun | 0.425 | 57.225 |
Table 2: Year over Year Performance Comparison
| Month | Return (%) | Win Rate (%) |
|---|---|---|
| May 2026 | -0.301 | 49.264 |
| May 2025 | -0.705 | 49.264 |
| May 2024 | 0.377 | 61.380 |
Table 3: 12-Months Ending Performance
| Metric | 12 months ending May 2026 | 12 months ending Apr 2026 | Change |
|---|---|---|---|
| Sharpe | 1.289 | 0.991 | +0.299 |
| Return (%) | 2.575 | 2.155 | +0.420 |
| Win Rate (%) | 53.991 | 53.986 | +0.004 |
| Max DD (%) | -1.657 | -1.244 | -0.413 |
| Volatility | 2.079 | 2.136 | -0.057 |
| Calmar | 1.618 | 1.702 | -0.084 |
Figure 1: Cumulative equity curve showing the trading strategy net long/short performance compared with the 6E price (100 = May 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
