Sep 7, 2026 - 5 AI models rotate across sectors after market close. 1 model finished with a positive spread

Excluded from performance statistics: the forecast was created after its scoring window began (look-ahead bias). Historical results below are retained for audit only.

Asked Sep 7, 8:40 AM EDT (market closed). GPT-5.6 Sol, Muse Spark 1.1, Grok 4.5, Gemini 1.5 Pro and DeepSeek R1 answered the same standard prompt independently. Window: 2026-09-04 to 2026-09-08 (1 trading session). Benchmark: SPY.

Three equally weighted long ETFs minus three equally weighted short ETFs. The score is the full long-short spread; SPY is context only. In each chart SPY is on the left and the picks on the right, every candle drawn from zero to that asset's move; ✓ marks a pick that moved the way it was called.

Model	Correct	Hit rate	Return	SPY	Long-short spread
GPT-5.6 Sol	4/6	66.67%	-0.02%	-0.55%	-0.02%
Muse Spark 1.1	3/6	50.00%	-0.24%	-0.55%	-0.24%
Grok 4.5	5/6	83.33%	0.63%	-0.55%	0.63%
Gemini 1.5 Pro	3/6	50.00%	-0.51%	-0.55%	-0.51%
DeepSeek R1	4/6	66.67%	-0.03%	-0.55%	-0.03%

GPT-5.6 Sol

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The dominant macro signal available by the prediction cutoff is the stronger-than-expected August US employment report released September 4: nonfarm payrolls rose 162,000, unemployment held at 4.1%, Treasury yields increased and markets raised the probability of a September Federal Reserve rate hike. That combination favors higher-rate beneficiaries and inflation-sensitive real assets while pressuring long-duration bonds and rate-sensitive equity sectors. Growth remains resilient enough to reduce immediate recession concerns, but inflation risk is elevated by high oil prices and continuing US-Iran geopolitical tensions. For the September 8 session, the relative portfolio therefore emphasizes energy and financials on the long side while shorting duration, real estate and consumer discretionary exposure. The key risk is a sudden geopolitical de-escalation or dovish Fed repricing, which would reverse much of this positioning.

1. XLE long — confidence 79%. LONG. Energy has the strongest combination of macro and geopolitical support in the frozen universe. Oil prices were already elevated before the cutoff because of US-Iran tensions and risks to Middle East energy infrastructure and shipping. Strong US employment also reduces near-term demand-destruction fears. Inflation generated by higher crude prices is directly positive for upstream energy cash flows while being negative for many other sectors. Relative thesis: XLE should outperform rate-sensitive and consumer sectors if oil remains firm. Main risk: rapid geopolitical de-escalation or an abrupt oil-price reversal.
   Return: 1.11%; alpha: 1.66%.
2. TLT short — confidence 78%. SHORT. Long-duration Treasuries are the clearest expression of the September 4 macro surprise. The stronger August payroll report pushed Treasury yields higher and increased expectations that the Federal Reserve could raise rates at its September meeting. Persistently elevated oil prices add an inflation premium, further challenging long-duration bonds. Relative thesis: TLT should underperform sectors that benefit from nominal growth or higher commodity prices. Main risk: a flight-to-safety geopolitical shock or unexpectedly dovish Fed communication could drive yields sharply lower.
   Return: -0.01%; alpha: 0.56%.
3. XLF long — confidence 70%. LONG. Financials should benefit relatively from a resilient labor market, reduced immediate recession risk and higher nominal yields. Stronger employment supports credit quality and loan demand, while a higher-for-longer or renewed-tightening rate environment can support portions of bank net interest income. The thesis is relative rather than an unconditional bullish market view: XLF is favored over long-duration and rate-sensitive sectors. Main risks are yield-curve compression, renewed credit concerns or a broad equity risk-off move triggered by geopolitics.
   Return: -1.38%; alpha: -0.83%.
4. XLRE short — confidence 73%. SHORT. Real estate is among the most directly rate-sensitive equity sectors in the universe. Higher Treasury yields raise financing and refinancing costs and make REIT dividend yields less attractive relative to bonds. The strong employment report reduces the probability of near-term Fed easing, while oil-driven inflation risk increases the possibility of tighter policy. Relative thesis: XLRE should lag financials and energy in a rising-yield environment. Main risk: defensive demand for REITs or a sharp decline in Treasury yields after the holiday.
   Return: -0.07%; alpha: 0.62%.
5. XLP long — confidence 62%. LONG. Consumer staples provide a defensive equity hedge against the combination of geopolitical uncertainty, high energy prices and tighter monetary-policy expectations. Unlike discretionary consumption, staples demand is comparatively stable if higher gasoline and borrowing costs squeeze household budgets. Relative thesis: XLP can outperform more cyclical consumer exposure even if the broad market struggles. Inflation is a mixed factor because input costs can pressure margins, so confidence is lower than for XLE and XLF. Main risk: a strong risk-on session favoring high-beta growth and discretionary stocks.
   Return: -0.66%; alpha: -0.11%.
6. XLY short — confidence 67%. SHORT. Consumer discretionary faces a difficult one-session macro mix: stronger employment keeps the Fed tightening threat alive, higher yields increase borrowing costs, and elevated oil prices reduce household discretionary purchasing power. This does not imply weak aggregate growth; rather, it is a relative thesis that discretionary spending is more exposed than staples, energy or financials to the current inflation-and-rates combination. Main risk: resilient employment and income growth could dominate rate concerns and trigger a consumer-growth rebound, especially if bond yields fall.
   Return: -0.80%; alpha: 1.35%.

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Muse Spark 1.1

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Source Sep 4: surprisingly strong jobs report sparked Treasury yield jump and rate-hike repricing (Fed Hammack hawkish), stocks fell, only utilities green, consumer discretionary and tech lagged, energy and memory stocks outperformed. For target Sep 8 Monday, we expect continuation of higher-for-longer and steepener rotation: long duration (TLT, IEF) remains vulnerable, growth/multiple-sensitive XLK and XLY face de-grossing, while inflation-linked and rate-beneficiary sectors XLE, XLF, XLB outperform on crude strength, net interest margin expansion, and commodity reflation. Geopolitics supports energy bid.

1. XLE long — confidence 74%. Long energy: crude bid on supply tightness and Sep seasonality, benefits from higher yields and inflation expectations post hot jobs. Relative strength seen Sep 4 with energy outperforming. Long leg for reflation.
   Return: 1.11%; alpha: 1.66%.
2. XLF long — confidence 71%. Long financials: banks benefit from rising long-end yields and steepening curve improving NIM, and higher-for-longer Fed pricing. Defensive vs tech duration risk. Relative value vs XLK.
   Return: -1.38%; alpha: -0.83%.
3. XLB long — confidence 68%. Long materials: materials benefit from commodity reflation, AI infra capex (copper) and oil-linked chemicals. Inflation hedge if jobs strength sustains nominal growth. Diversifies long basket.
   Return: -0.95%; alpha: -0.40%.
4. TLT short — confidence 76%. Short long-duration Treasuries: TLT most vulnerable to hot labor data and Hammack hawkish comments pushing Sep hike back into pricing. Yield jump Sep 4 likely extends. Core short leg.
   Return: -0.01%; alpha: 0.56%.
5. XLK short — confidence 73%. Short tech: XLK high duration growth, valuation stretched, suffered Sep 4 on yield spike (AVGO -2.7% on guidance despite beat). Continued de-grossing risk if rates rise.
   Return: 0.32%; alpha: 0.23%.
6. XLY short — confidence 70%. Short consumer discretionary: XLY lagged Sep 4, LULU -17.38% cutting guidance, premium apparel demand soft, consumer cyclicals weakest sector. Rate-sensitive big-ticket discretionary hurt by higher yields.
   Return: -0.80%; alpha: 1.35%.

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Grok 4.5

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Sticky inflation near 3.7% PCE, solid growth and a strong jobs print on September 4 have shifted market pricing toward higher-for-longer rates or possible Fed hikes later in 2026. Duration and rate-sensitive growth/consumer sectors face pressure while energy, materials and select defensives retain relative support from inflation and geopolitics. One-day horizon favors a long-short rotation away from long bonds and discretionary/real-estate exposure toward commodities-linked and defensive sectors.

1. XLE long — confidence 72%. Energy remains a primary inflation and geopolitics beneficiary with elevated oil prices and strong year-to-date performance. Higher rate expectations and sticky inflation support continued relative strength versus broad equities on a one-day horizon.
   Return: 1.11%; alpha: 1.66%.
2. XLB long — confidence 65%. Materials offer cyclical exposure tied to infrastructure and commodity pricing that tends to hold up when inflation remains elevated and growth is still positive. Relative thesis favors materials over pure growth or duration-sensitive sectors after the jobs-driven rate repricing.
   Return: -0.95%; alpha: -0.40%.
3. XLU long — confidence 60%. Utilities provide defensive characteristics and a degree of inflation pass-through. In a higher-for-longer rate environment with equity volatility, defensive sectors can outperform high-beta discretionary and real-estate names on a short horizon.
   Return: 0.86%; alpha: 1.41%.
4. TLT short — confidence 75%. Long-duration Treasuries are the most direct casualty of rising rate-hike probabilities and sticky inflation. The September 4 jobs data already pushed yields higher; further pressure on long bonds is the core short thesis.
   Return: -0.01%; alpha: 0.56%.
5. XLY short — confidence 68%. Consumer discretionary is highly rate-sensitive and already underperformed on September 4 amid higher rate expectations and individual guidance disappointments. Relative underperformance versus defensives and commodities is expected to persist into the next session.
   Return: -0.80%; alpha: 1.35%.
6. XLRE short — confidence 63%. Real estate is another clear duration and rate-sensitive sector that typically lags when bond yields rise and the Fed outlook hardens. Short thesis is relative weakness versus energy, materials and utilities.
   Return: -0.07%; alpha: 0.62%.

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Gemini 1.5 Pro

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Heading into the Tuesday, September 8, 2026 session, markets are digesting a potent mix of hawkish central bank signals and escalating geopolitical risks. Following Friday's stronger-than-expected August jobs report and hawkish rhetoric from Fed Chair Kevin Warsh, markets are aggressively pricing in a September rate hike. The US 10-year yield has spiked to ~4.80%, driving a brutal rout in long-duration assets. Concurrently, escalating tensions with Iran in the Strait of Hormuz have pushed Brent crude above $90, injecting a fresh inflationary shock. This macro backdrop heavily favors energy and sectors that can weather or benefit from higher rates, while actively crushing yield proxies and long-duration bonds.

1. XLE long — confidence 85%. Brent crude surged past $90 a barrel over the weekend amid escalating strikes in the Strait of Hormuz and intensifying US-Iran tensions. Energy equities are the most direct beneficiaries of this geopolitical risk premium and serve as an active hedge against the resulting inflationary pressures.
   Return: 1.11%; alpha: 1.66%.
2. TLT short — confidence 85%. Long-duration Treasuries are facing intense selling pressure as the 30-year yield holds above 5.24% and the 10-year nears 4.80%. A robust August jobs report (+162K jobs) and a hawkish Fed have dramatically raised the odds of a rate hike in September, cementing a toxic environment for TLT.
   Return: -0.01%; alpha: 0.56%.
3. XLRE short — confidence 80%. The real estate sector is acutely vulnerable to the sudden spike in long-term borrowing costs. As the 10-year Treasury yield approaches 4.80%, commercial real estate cap rates are forced higher, compressing property valuations and making the sector highly unattractive relative to risk-free alternatives.
   Return: -0.07%; alpha: 0.62%.
4. XLF long — confidence 75%. Financials stand to benefit from a higher-for-longer rate regime. Elevated interest rates and rising yields improve net interest margins for large banks. Additionally, the surprisingly strong US labor market alleviates immediate fears of consumer credit deterioration, providing a solid fundamental floor for the sector.
   Return: -1.38%; alpha: -0.83%.
5. XLU short — confidence 75%. Utilities traditionally trade as bond proxies due to their dividend yields. With risk-free Treasury yields soaring to multi-year highs (the 10-year at 4.80%), the relative appeal of XLU's dividend is substantially diminished, triggering sustained capital rotation out of this defensive sector.
   Return: 0.86%; alpha: -0.31%.
6. XLI long — confidence 70%. The industrials sector, specifically defense and aerospace contractors, enjoys strong tailwinds from the rising geopolitical tensions in the Middle East. Furthermore, the solid macroeconomic data and strong labor market reinforce the resilience of the broader industrial economy, making XLI an attractive cyclical play.
   Return: -0.48%; alpha: 0.06%.

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DeepSeek R1

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On Friday, September 4, the U.S. August nonfarm payrolls came in well above expectations (162K added vs. ~56K expected), pushing the probability of a September Fed rate hike from ~49% to 58-65%. The three major indexes all closed lower: Dow -0.51%, S&P 500 -0.38%, Nasdaq -0.29%. The 10-year Treasury yield rose to 4.792%. Sector performance was sharply divergent: Consumer Discretionary (-1.26%) and Health Care (-1.04%) led declines, while Industrials and Technology gained despite the broader selloff. Semiconductors surged 3.37%, a rare bright spot. U.S. markets are closed Monday, September 7 for Labor Day, and Tuesday, September 8 brings the NFIB Small Business Optimism Index and the NY Fed 1-year inflation expectations. Market focus has shifted to Wednesday/Thursday's PPI and CPI data, which will shape the FOMC policy path on September 15-16. In this backdrop, sector rotation logic is clear: rate-sensitive defensive sectors (Utilities, Real Estate, Consumer Staples) face headwinds; cyclical/value sectors (Financials, Energy) benefit from rising rate expectations and economic resilience; Technology is supported by AI and semiconductor structural demand but remains pressured by high valuations and higher rates.

1. XLF long — confidence 78%. Long Financials. The strong payrolls data reinforced Fed rate-hike expectations, and a steeper yield curve directly boosts bank net interest margins. Financials are a classic rate-sensitive cyclical sector; rising rate expectations typically drive financial stocks to outperform. Additionally, robust construction and manufacturing job growth in August supports credit demand. XLF held up relatively well in Friday's defensive selling, and on Tuesday it is likely to continue its relative strength as rate-hike expectations solidify. Risk: if this week's CPI misses, causing rate-hike expectations to recede, financials could give back gains.
   Return: -1.38%; alpha: -0.83%.
2. XLE long — confidence 76%. Long Energy. Multiple tailwinds: 1) U.S.-Iran military tensions escalated in the Strait of Hormuz, with only ~10 merchant vessels passing daily over the past 10 days, the lowest since May; 2) OPEC+ kept output policy unchanged for October; 3) Brent crude gained 8.56% for the week, WTI nearly 10%. Energy is the most definitive inflation beneficiary, with geopolitical risk premium and supply constraints likely to keep oil prices elevated. XLE, as the energy sector ETF, directly benefits from crude gains. Risk: a sudden easing of Middle East tensions could trigger a rapid oil price pullback.
   Return: 1.11%; alpha: 1.66%.
3. XLK long — confidence 72%. Long Technology. The tech sector bucked the trend on Friday, rising 0.23%, with semiconductors up a sharp 3.37%. AI investment enthusiasm and memory chip demand expectations remain core drivers. While rising rate expectations pressure high-valuation growth names, tech's earnings resilience and AI-driven structural growth give it a relative edge in the current rotation. On Tuesday, Canada's $20 billion retaliatory tariffs on U.S. goods take effect, which may impact some industrial goods but has limited direct impact on tech. Risk: if Treasury yields continue to climb, tech valuation pressure will intensify.
   Return: 0.32%; alpha: 0.86%.
4. XLU short — confidence 74%. Short Utilities. Utilities are a classic high-dividend defensive sector, highly sensitive to rates. The payrolls data pushed the 2-year yield up ~7bps to 4.406% and the 10-year to 4.792%. In a rising rate environment, the dividend yield attraction of utilities diminishes, and funds tend to rotate out of defensive sectors. Moreover, XLU performed weakly on Friday and is expected to continue its relative weakness on Tuesday. Risk: a sudden spike in risk aversion could bring temporary defensive buying to utilities.
   Return: 0.86%; alpha: -0.31%.
5. XLRE short — confidence 72%. Short Real Estate. Real Estate (REITs) is similar to utilities in rate sensitivity but with higher leverage. The 10-year yield at 4.792% directly raises REITs' financing costs and cap rates, pressuring asset valuations. In a rising rate environment, real estate typically underperforms. Tuesday's NY Fed 1-year inflation expectations data, if sticky, would further weigh on the sector. Risk: a downside surprise in inflation expectations could give real estate a reprieve.
   Return: -0.07%; alpha: 0.62%.
6. XLP short — confidence 70%. Short Consumer Staples. Consumer Staples are a classic defensive play, lacking offensive punch in an environment of rising rates and economic resilience. The payrolls data show a strong labor market and resilient consumption, favoring cyclical/value sectors over defensives. Additionally, staples face input cost pressures (energy, transport) that are difficult to fully pass through, weighing on margins. Consumer Discretionary led declines on Friday at -1.26%, but staples also face outflows. Shorting XLP on Tuesday serves as a complementary expression of the broader defensive sector underperformance theme. Risk: a sharp spike in risk aversion could bring defensive buying support to staples.
   Return: -0.66%; alpha: 1.21%.

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How models have done in Macro Rotation

No eligible settled runs are available at this horizon up to and including this forecast, so there is no overall statistics chart to show. Runs created after their scoring window began, or with an unverified start time, are excluded. Later runs are not included in this historical snapshot. Original results remain available for audit.

View settlement prices

Symbol	Start	End	Source	Notes
SPY	770.19000000	765.96000000	https://finance.yahoo.com/quote/SPY/history/
TLT	82.21000000	82.20000000	https://finance.yahoo.com/quote/TLT/history/
XLB	52.44000000	51.94000000	https://finance.yahoo.com/quote/XLB/history/
XLE	64.06000000	64.77000000	https://finance.yahoo.com/quote/XLE/history/
XLF	58.10000000	57.30000000	https://finance.yahoo.com/quote/XLF/history/
XLI	175.27000000	174.42000000	https://finance.yahoo.com/quote/XLI/history/
XLK	187.28000000	187.87000000	https://finance.yahoo.com/quote/XLK/history/
XLP	84.58000000	84.02000000	https://finance.yahoo.com/quote/XLP/history/
XLRE	43.93000000	43.90000000	https://finance.yahoo.com/quote/XLRE/history/
XLU	43.08000000	43.45000000	https://finance.yahoo.com/quote/XLU/history/
XLY	114.91000000	113.99000000	https://finance.yahoo.com/quote/XLY/history/

Standard prompt macro-rotation-v1, SHA-256 a1104225bfd5d74999c4af3243903503c28e6d4859e61ce84f0625faf5051159. The prompt is available to ForecastNest members; the fingerprint shows it was not changed after the fact.

Calculation: macro-rotation-v1.