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DB QIS Research 2025 Quant Outlook Summary

Core Content

This document provides a comprehensive analysis of the macroeconomic environment and quant strategy performance for 2024, alongside a detailed outlook for 2025. It outlines the performance of Portfolio 365, a cross-asset quant portfolio composed of 24 strategies divided into three sub-portfolios: Balanced, Pro-cyclical, and Defensive. The report also explores the impact of macroeconomic scenarios on these strategies and offers a structured view of expected outcomes.

Main Points

2024 Market Review and Performance

• Equity Markets: Strong global equity returns, led by US tech stocks driven by AI innovation. The S&P 500 gained 25%, while European and emerging markets showed mixed results.
• Bonds: Struggled due to persistent inflation and shifting central bank policies, with yields remaining elevated despite rate cuts.
• Commodities: Gold performed well due to safe-haven demand and inflation hedging, while oil prices fell due to weak demand and fading supply shocks.
• Currency Markets: USD strengthened due to higher real yields and central bank divergence, with other currencies facing pressure.
• DBSI (Deutsche Bank Sentiment Indicator): Spent 80% of the year in medium to high-risk regimes, reflecting market uncertainty and volatility.

Quant Strategies Performance 2024

• Portfolio 365: Ended the year flat (+0.23%), with performance split between H1 and H2. Strong early gains were offset by volatility in August and December.
• Balanced Portfolio: Delivered +5%, showing resilience through diversified strategies. It had strong idiosyncratic returns (78.1%) and was less sensitive to macro trends.
• Pro-cyclical Portfolio: Contributed -1.9%, with strong H1 performance but significant drawdowns in H2 due to volatility and EM FX risks.
• Defensive Portfolio: Underperformed overall (-2.7%), but provided protection during market stress, especially in August and December.

Key Drivers of 2024 Performance

• AI Innovation: Boosted tech stocks, particularly in Q1, with Nvidia gaining 82.5%.
• Inflation and Central Bank Policies: Inflation remained persistent, leading to a "higher-for-longer" rate environment.
• Geopolitical Tensions: Contributed to market volatility and EM currency risks.
• Regional Divergence: US outperformed, while Europe and emerging markets lagged.
• Alternative Assets: Bitcoin and gold saw strong gains, reflecting investor search for alternative stores of value.

2025 Macro Outlook

House View: Navigating Trump 2.025

• Economic Growth: Projected to be positive with low unemployment, but inflationary pressures from Trump's policies are expected.
• Interest Rates: Fed is likely to maintain rates above 4% for an extended period, while ECB and BoJ may adjust their policies accordingly.
• Equity Markets: S&P 500 is expected to reach 7,000 by year-end, with EPS growth of 11.6% to $282.
• Currency Markets: EUR/USD is expected to trend towards parity, while WTI oil prices face downward pressure due to weaker demand and pro-US policies.
• Key Risks: Trade tensions, geopolitical shocks, and potential rate hikes in 2026.

Macro Scenarios for 2025

• Base Case: Growth Scenario
  • Equity markets deliver strong returns, with the Fed maintaining a gradual rate-cutting stance.
  • USD strengthens, and oil prices face demand pressures.
• Alternative Scenario: Tariff and Trade War
  • Flat equity performance and higher inflation persistence.
  • Central banks maintain elevated rates, leading to further USD strength and EM currency risks.
  • Oil prices may rise due to supply constraints.

Quant Outlook 2025

Portfolio 365 Performance

• Overall Performance: Expected to have a Stressed Sharpe Ratio of 2.62 in the base case and 2.59 in the alternative case.
• Sub-Portfolio Outlooks:
  • Balanced Portfolio (Overweight): Expected to maintain consistent performance with a Stressed Sharpe Ratio of 2.03 (Base) and 1.99 (Alt).
  • Pro-cyclical Portfolio (Neutral): Likely to benefit from growth-driven conditions (Stressed Sharpe Ratio of 2.62) but face challenges in the alternative scenario (0.88).
  • Defensive Portfolio (Overweight): Expected to offer protection in risk-off scenarios, with a Stressed Sharpe Ratio of -0.68 (Base) and 0.54 (Alt).

Strategy Performance by Scenario

• Balanced Strategies:

  • Equity N-LASR: 1.02 (Base), 1.08 (Alt)
  • Equity Cross-section Reversion: 0.88 (Base), 0.74 (Alt)
  • Commodity Curve: 2.46 (Base), 1.77 (Alt)
  • Commodity Carry: 0.21 (Base), 1.07 (Alt)
  • Commodity Value: 0.86 (Base), 0.44 (Alt)
  • Commodity Congestion: 1.49 (Base), 1.12 (Alt)

• Defensive Strategies:

  • Equity Defensive Cash Factor: 0.32 (Base), 0.76 (Alt)
  • US S&P 500 Intraday Trend: 0.30 (Base), 0.13 (Alt)
  • US Tech Intraday Trend: -0.03 (Base), 0.60 (Alt)
  • Equity Dynamic Long Put Option: -1.54 (Base), -1.39 (Alt)
  • Commodities Short-term Trend: -0.28 (Base), 0.81 (Alt)
  • FX Value: -0.06 (Base), -0.01 (Alt)
  • FX EM Tail: -0.21 (Base), 0.25 (Alt)
  • Rates Breakout Momentum: -0.95 (Base), -0.04 (Alt)
  • Rates Long Volatility: -0.45 (Base), 0.72 (Alt)
  • Defensive CTA: -1.15 (Base), 0.09 (Alt)

• Pro-cyclical Strategies:

  • Rates (USD Swaption) VRP: 1.28 (Base), 0.27 (Alt)
  • Equity (SPX) VRP: 2.55 (Base), 1.58 (Alt)
  • Commodity Diversified VRP: 2.22 (Base), 0.77 (Alt)
  • FX Carry: 1.95 (Base), 0.18 (Alt)
  • Equity Europe Long-term Div.: 1.49 (Base), -0.12 (Alt)
  • Credit Curve - 5y x 10y: 1.12 (Base), 0.71 (Alt)
  • Credit Carry (HY vs IG): 0.62 (Base), 0.34 (Alt)

Key Information

• Portfolio Structure: Portfolio 365 includes 24 quant strategies divided into three sub-portfolios.
• Performance Drivers: Strong equity and commodities multi-factor strategies, dynamic factor rotation, and market neutrality.
• Risk Management: Portfolio uses monthly rebalancing, 5x leverage, and Time-varying Portfolio Protection (TPPI) with automatic de-leveraging.
• Risk Factor Exposure:
  • Balanced Portfolio: Strong idiosyncratic returns (78.1%), moderate systematic exposure to Rates, Energy, and Inflation.
  • Pro-cyclical Portfolio: High systematic exposure to Growth and EMFX, with moderate idiosyncratic returns.
  • Defensive Portfolio: High idiosyncratic returns (73.8%), low systematic exposure, offering protection in risk-off scenarios.

Conclusion

2024 was a year of strong equity returns amid macro uncertainty. Portfolio 365 ended the year flat, with performance split between H1 and H2. For 2025, the macroeconomic outlook is complex, with "higher-for-longer" rates, persistent inflation, and potential trade tensions. The Balanced Portfolio is expected to perform consistently, the Pro-cyclical Portfolio remains neutral, and the Defensive Portfolio is over-weighted for its protective role. The document outlines how each strategy is likely to perform under different macroeconomic scenarios, emphasizing the importance of diversification and adaptability in a volatile environment.