Alpha Report
JPY/USD | May 2026

Market SectorFXModelPythia-v0.5.0
Date FromMay 01 2026Date ToMay 31 2026
Published Jun 26, 2026

1. Executive Summary

6J Macro Review for May 2026

The Japanese yen futures benchmark (6J) declined approximately 1.58% in May 2026, as the Bank of Japan maintained a cautious, gradual tightening trajectory while the Federal Reserve signaled a prolonged hold on rates, keeping the interest-rate differential broadly unfavorable for the yen through much of the month. Renewed trade-policy uncertainty and geopolitical tensions weighed on risk sentiment in mid-month, contributing to yen volatility, before a modest late-month recovery attempt faded into month-end as dollar demand reasserted itself. Against this backdrop, the strategy navigated the drawdown more defensively, limiting losses to -0.20% versus the benchmark's -1.58% decline.

Signal Performance Overview for May 2026

Trailing 12-month Sharpe 0.923 and return 2.704% (through the period in Table 3 below). During the report month, the 6J benchmark (rebased series) declined approximately 1.58%; the strategy returned -0.20% over the same window. Drawdown remains contained at -1.96%, unchanged from the prior window, reflecting consistent capital preservation discipline. Win rate eased modestly to 58.02% from 59.74%, a marginal softening that suggests slightly less directional conviction but still a solidly positive hit rate overall.

Signal Coverage — JPY/USD

Asset ClassTrading SymbolName
Futures6J, M6JJapanese Yen Futures (CME)
ETFFXYInvesco CurrencyShares Japanese Yen Trust
SpotJPY/USDJapanese Yen / 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 12:00 ET) we decide to take a long, short or no position using 1/27 of our starting portfolio for the day (there are 27 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: 1.3 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
Versionv0.5.0
ExchangeCME Globex
DataLevel II Limit Order Book (10 levels)
Trained Time Period20Q1 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 YTD-0.44756.100
2026 May-0.50345.257
2026 Apr-0.11960.784
2026 Mar0.42556.603
2026 Feb0.63163.033
2026 Jan-0.87555.020
2025 Dec0.10660.635
2025 Nov0.27460.944
2025 Oct1.97968.677
2025 Sep0.52860.873
2025 Aug-0.35054.532
2025 Jul0.87561.270
2025 Jun-0.24347.355

Table 2: Year over Year Performance Comparison

MonthReturn (%)Win Rate (%)
May 2026-0.50345.257
May 20251.62065.894
May 20241.56375.969

Table 3: 12-Months Ending Performance

Metric12 months ending May 202612 months ending Apr 2026Change
Sharpe0.9231.494-0.571
Return (%)2.7044.924-2.220
Win Rate (%)58.01859.743-1.725
Max DD (%)-1.964-1.9640.000
Volatility2.9063.110-0.204
Calmar1.3662.366-1.000

Figure 1: Cumulative equity curve showing the trading strategy net long/short performance compared with the 6J 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.

6. Contact

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