1. Executive Summary
SI Macro Review for April 2026
During April 2026, the Silver benchmark declined approximately 1.59% as precious metals faced headwinds from a continued monetary tightening trajectory by major central banks, with the Federal Reserve maintaining its hawkish stance amid persistent inflationary pressures. Geopolitical tensions in Eastern Europe showed signs of de-escalation mid-month, reducing safe-haven demand for precious metals, while a late-month rally in risk assets further pressured silver's defensive appeal. Our strategy underperformed the benchmark with a -1.93% return, as tactical positioning was challenged by the metal's volatile intramonth swings and the sharp reversal in sentiment during the final week of April.
Signal Performance Overview for April 2026
Trailing 12-month Sharpe 1.40 and return 22.48% (through the period in Table 3 below). During the report month, the Silver benchmark declined approximately 1.59%; the strategy returned -1.93% over the same window. The strategy maintained its disciplined risk profile with maximum drawdown holding steady at -7.70%, while the win rate experienced a modest decline from 54.94% to 54.00%. This represents a slight deterioration in hit rate consistency compared to the previous period, though overall risk management remains well-controlled within established parameters.
Signal Coverage — Silver
| Asset Class | Trading Symbol | Name |
|---|---|---|
| Futures | SI | Silver Futures (COMEX) |
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 1/70 of our starting portfolio for the day (there are 70 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: 3.0 bp round-turn assumption. Extra exchange/clearing fees not included.
- Contract series & roll: Front-month continuous. Switch at the open T–10 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) |
| Retrained Time Period | 21Q1 to 24Q4 |
| Final Validation Period | 25Q1 to 26Q1 |
4. Performance Metrics
Table 1: Monthly Return and Win Rate Metrics (Last 12 Months)
| Month | Return (%) | Win Rate (%) |
|---|---|---|
| 2026 YTD | 19.415 | 55.031 |
| 2026 Apr | -2.232 | 49.187 |
| 2026 Mar | 2.037 | 47.333 |
| 2026 Feb | 2.632 | 56.115 |
| 2026 Jan | 14.590 | 64.685 |
| 2025 Dec | 3.532 | 59.487 |
| 2025 Nov | 0.397 | 48.053 |
| 2025 Oct | -1.413 | 43.395 |
| 2025 Sep | -0.935 | 44.836 |
| 2025 Aug | 0.807 | 52.078 |
| 2025 Jul | -2.115 | 54.734 |
| 2025 Jun | 0.600 | 59.237 |
| 2025 May | 2.183 | 67.540 |
Table 2: Year over Year Performance Comparison
| Month | Return (%) | Win Rate (%) |
|---|---|---|
| Apr 2026 | -2.232 | 49.187 |
| Apr 2025 | 1.274 | 61.528 |
| Apr 2024 | 3.037 | 47.368 |
Table 3: 12-Months Ending Performance
| Metric | 12 months ending Apr 2026 | 12 months ending Mar 2026 | Change |
|---|---|---|---|
| Sharpe | 1.403 | 1.669 | -0.266 |
| Ann Return (%) | 22.480 | 27.100 | -4.620 |
| Win Rate (%) | 53.995 | 54.937 | -0.942 |
| Max DD (%) | -7.704 | -7.704 | 0.000 |
| Volatility | 15.807 | 16.130 | -0.323 |
| Calmar | 2.879 | 3.495 | -0.616 |
Figure 1: Cumulative equity curve showing the trading strategy net long/short performance compared with the SI price (100 = Apr 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
