Macro Rotation: DeepSeek V3's picks for 2026-09-11
DeepSeek V3 picked XLE, TLT, XLK, XLU, XLF, XLP for a 1-day horizon. Long-short spread: -0.78%. Sides called correctly: 50%.
| Experiment | Macro Rotation |
|---|---|
| Model | DeepSeek V3 |
| Prompt version | macro-rotation-v5 |
| Asked | |
| Horizon | 1-day |
| Measured from | 2026-09-11 |
| Measured to | 2026-09-14 |
| Benchmark | SPY |
| Status | Settled |
| Long-short spread | -0.78% |
| Sides called correctly | 50% |
| Benchmark return | -0.78% |
The picks
| Rank | Symbol | Side | Price change | Return in the called direction | Confidence | vs benchmark | Called right |
|---|---|---|---|---|---|---|---|
| 1 | XLE | long | +0.05% | +0.05% | 82% | +0.84% | Yes |
| 2 | TLT | short | -0.29% | +0.29% | 80% | +1.07% | Yes |
| 3 | XLK | long | -2.18% | -2.18% | 74% | -1.40% | No |
| 4 | XLU | short | -1.27% | +1.27% | 72% | +2.05% | Yes |
| 5 | XLF | long | +0.00% | +0.00% | 66% | +0.78% | No |
| 6 | XLP | short | +1.77% | -1.77% | 64% | -0.99% | No |
The model's market view
The macro regime is dominated by a supply-side energy shock and a hawkish rates repricing. The US-Iran conflict has pushed Brent crude above $105/bbl and WTI above $100/bbl for the first time since May 2026, driving gasoline, diesel and broader input costs sharply higher. August CPI printed at 3.4% y/y headline and 2.4% y/y core, while PPI accelerated above 5% y/y, keeping inflation well above the Fed's 2% target and reinforcing the case for restrictive policy. The 10-year Treasury yield is testing 4.98%, the 30-year has broken above 5.38% (highest since 2007), and fed-funds futures price roughly a 67–71% probability of a 25bp hike at the September 15–16 FOMC meeting. Equity leadership is bifurcated: energy and AI-driven technology are the only sectors with durable earnings momentum, while rate-sensitive defensives (utilities, consumer staples, long-duration bonds) and gold are being sold as real yields rise and the dollar firms. The IMF warns that global uncertainty remains elevated after six months of war, with a negative energy-supply shock partly offset by a positive AI-driven demand shock. Within this environment, I favour long exposure to energy (XLE) as the direct beneficiary of the oil shock, long AI-levered technology (XLK) as the structural growth engine, and long financials (XLF) as a cheap beneficiary of a steeper curve. On the short side, I expect long-duration Treasuries (TLT) to remain under severe pressure from rising yields, utilities (XLU) to be squeezed by competing yield alternatives, and consumer staples (XLP) to lag as input-cost inflation compresses margins and rate-sensitive income investors rotate away. SPY is context only and is not a selection.
Why each pick
XLE
Energy is the cleanest macro long in the current regime. XLE is up roughly 46–48% year-to-date, far outpacing the S&P 500's ~12% advance, and the sector's earnings momentum is directly tied to the oil price shock caused by the US-Iran conflict. Brent is holding above $100/bbl on supply-disruption fears around the Strait of Hormuz, and diesel prices in the US have exceeded $6/gallon for the first time in history. Unlike a pure geopolitical spike, the move is being validated by tight physical markets and resilient global demand. XLE's valuation remains undemanding relative to the broader market, and fund flows continue to support the sector. The primary risk is a sudden de-escalation or a diplomatic breakthrough that removes the supply premium; a ceasefire headline or a coordinated release of strategic reserves could trigger a sharp reversal. However, with the conflict showing no signs of abating and the administration signalling a prolonged posture, the near-term risk/reward favours staying long energy.
TLT
Long-duration Treasuries are the most vulnerable asset in a rising-rate, rising-inflation environment. The 30-year yield has broken above 5.38%, a level last seen in 2007, and the 10-year is within a few basis points of 5.00%. The Fed is expected to hold or hike at the September FOMC, and even a 'hold' outcome is unlikely to be dovish enough to rescue the long end, given that inflation is running at 3.4% headline and PPI is above 5%. The Treasury's expanded buyback operations (raised to $6bn per operation) have failed to arrest the selloff, suggesting that supply and inflation concerns dominate. Hedge funds now hold roughly $2.6 trillion in Treasuries and a major sovereign fund has signalled intentions to reduce exposure, adding structural selling pressure. TLT sits near 52-week lows and well below its 200-day moving average. The primary risk is a sharp risk-off episode (e.g., a broader equity correction or a geopolitical escalation) that triggers a flight to quality; however, even in that scenario, long-end yields may not fall much if inflation expectations remain anchored above target.
XLK
Technology remains the structural growth engine of the US market, driven by AI-related capital expenditure and earnings durability. XLK is up roughly 30% year-to-date, with the XLK/S&P 500 relative ratio beginning to turn higher after a period of consolidation, suggesting renewed leadership into year-end. Barclays has cited 'AI-driven earnings durability' as a key support, and the Trump administration's data-centre pledge provides a potential tailwind for cloud and infrastructure-related holdings. The sector is not immune to rising rates, and a hawkish Fed surprise could compress multiples, particularly for the more speculative, non-cash-generating names within the ETF. However, the largest holdings (mega-cap software and semiconductors) have strong balance sheets and secular demand drivers that are relatively insensitive to a modest increase in the discount rate. The main risk is a sharp rotation out of growth into value if the 10-year yield decisively breaks above 5% and triggers a broader equity de-rating. On balance, I expect tech to outperform the defensive and rate-sensitive sectors that dominate the short leg.
XLU
Utilities are caught in a pincer between rising Treasury yields and elevated input costs. The sector competes directly with bonds for yield-oriented capital, and with the 10-year Treasury approaching 5%, XLU's ~3% dividend yield looks increasingly unattractive on a relative basis. The sector had briefly rallied on AI-power-demand optimism, but that narrative is already priced in and the ETF remains down on a year-to-date basis. Rising fuel and financing costs add further pressure to utility earnings. The primary risk is a sharp risk-off rotation that drives investors back into defensives; however, even in that scenario, utilities would likely underperform longer-duration Treasuries if yields continue to rise. XLU is also vulnerable to any policy support for consumers facing higher energy bills, which could cap rate increases. I expect XLU to lag the long leg (energy, tech, financials) over the one-session horizon.
XLF
Financials offer a cheaper, more rate-sensitive long that should benefit from a steeper yield curve and higher net interest margins. XLF trades at roughly 16x trailing earnings with a 6.2% earnings yield and a 1.08% dividend yield, and it has lagged the broader market (up ~5% YTD versus ~12% for SPY), leaving room for relative catch-up. A Fed hike or a prolonged hold at 3.50–3.75% supports bank profitability, particularly if the curve steepens further. The sector also serves as a partial hedge against the inflation trade, as banks can reprice loans faster than deposits in a rising-rate environment. The key risk is credit deterioration: if higher rates and energy costs push consumers and corporates into distress, loan-loss provisions could rise and offset margin gains. Additionally, financials are not immune to a broad equity selloff. Given the moderate confidence, this is the lowest-conviction long in the portfolio, but it provides diversification away from the pure energy and tech momentum trades.
XLP
Consumer staples are a classic defensive sector that performs poorly when rates are rising and inflation is driven by input costs rather than demand. XLP has fallen below its 200-day moving average, and the sector's ~2.5% dividend yield is unattractive relative to a 5% risk-free rate. Food inflation is accelerating: the FAO has warned of another bout of food-price inflation, Nestlé's CEO has flagged higher supplier costs, and September food price increases in key markets are running at multi-year highs. While staples companies can pass on some costs, margin compression is likely if input inflation outpaces pricing power. The sector is also vulnerable to a rotation out of defensives if the Fed's hawkish stance keeps risk appetite alive in energy and tech. The main risk to the short is a sharp growth scare that drives investors into staples for safety; however, with energy and tech still leading, I expect staples to underperform the long leg.
Other models on the same run
| Model | Picks | Long-short spread | Sides called correctly |
|---|---|---|---|
| GPT-5.6 Sol | XLE, TLT, GLD, XLRE, XLK, XLY | -1.06% | 67% |
| Claude Opus 5 | XLK, XLE, XLY, XLP, XLC, XLV | -1.43% | 17% |
| Gemini 1.5 Pro | XLK, XLY, XLF, XLE, TLT, XLRE | -0.67% | 33% |
| Muse Spark 1.1 | XLE, GLD, XLV, XLK, XLY, XLRE | +0.70% | 83% |
| Grok 4.5 | XLE, XLF, XLK, TLT, XLRE, GLD | +0.13% | 67% |
Written up on ForecastNest Insights: Macro Rotation: DeepSeek V3's picks for 2026-09-11.
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