Alpha Report
Silver | July 2026

Market SectorMetalsModelPythia-v0.4.4
Date FromJul 01 2026Date ToJul 31 2026
Published Aug 4, 2026

1. Executive Summary

SI Macro Review for July 2026

Silver came under pressure throughout July 2026, with the benchmark declining approximately 2.73% on a rebased basis as the Federal Reserve signaled a continued on-hold stance, dampening expectations for near-term rate cuts and limiting the appeal of non-yielding metals. Persistent geopolitical uncertainty, including renewed tensions in key emerging-market commodity corridors, weighed on industrial demand sentiment for silver, and a late-month risk-off move into month-end accelerated selling across the metals complex. Against this backdrop, the strategy underperformed, returning -5.31% for the month, as the combination of directional exposure and timing around the month-end sell-off amplified losses relative to the benchmark.

Signal Performance Overview for July 2026

Trailing 12-month Sharpe 1.113 and return 19.714% (through the period in Table 3 below). During the report month, the Silver benchmark (rebased series, see Figure 1) declined approximately 2.73%; the strategy returned -5.31% over the same window.

Signal Coverage — Silver

Asset ClassTrading SymbolName
FuturesSISilver Futures
FuturesSILMicro Silver Futures
ETFSLViShares Silver Trust

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: 3.0 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

CategoryValue
Model FamilyPythia
Versionv0.4.4
ExchangeCME Globex
DataLevel II Limit Order Book (10 levels)
Retrained Time Period21Q1 to 24Q4
Final Validation Period25Q1 to 26Q2

4. Performance Metrics

Table 1: Monthly Return and Win Rate Metrics (Last 12 Months)

MonthReturn (%)Win Rate (%)
2026 YTD18.86649.997
2026 Jul-6.66836.211
2026 Jun0.88044.820
2026 May-1.97042.887
2026 Apr0.86253.264
2026 Mar2.03747.333
2026 Feb9.88363.649
2026 Jan14.59064.685
2025 Dec3.53259.487
2025 Nov-0.48148.007
2025 Oct-1.41343.395
2025 Sep-0.93544.836
2025 Aug0.28950.920

Table 2: Year over Year Performance Comparison

MonthReturn (%)Win Rate (%)
Jul 2026-6.66836.211
Jul 2025-2.11554.734
Jul 2024-1.68955.598

Table 3: 12-Months Ending Performance

Metric12 months ending Jul 202612 months ending Jun 2026Change
Sharpe1.1131.393-0.280
Ann Return (%)19.71425.633-5.919
Win Rate (%)49.67851.358-1.680
Max DD (%)-10.170-8.146-2.024
Volatility17.25718.075-0.818
Calmar1.8883.090-1.202

Figure 1: Cumulative equity curve showing the trading strategy net long/short performance compared with the SI 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.

6. Contact

Please reach out with any questions or comments at: info[at]quantumsignals.ai