We look at Factset’s recent thematic etf momentum study, “Thematic Momentum Strategies: Enhancing Returns Using Momentum-Based Rotation and Thematic Performance Drivers” by Stephen Malinak, Ph.D., and place it in the context of current thematic flow and return dynamics.
For U.S. sector investors, FactSet’s recent Thematic Momentum study carries an important message: traditional sector rotation may be too blunt to capture where leadership is actually forming. The study finds that thematic momentum has produced a larger long-short quintile spread than sector momentum, suggesting that themes can identify performance leadership before it is fully visible at the 11-sector GICS level. FactSet reports a 25% annualized long-short quintile spread for thematic momentum, compared with 11% for sector fund rotation and 8% for strict sector rotation.
That does not make sector allocation obsolete. It makes sector allocation more granular. A sector investor still needs to decide whether to overweight Technology, Industrials, Energy, Utilities, Financials, Materials, or Health Care. But the latest return and flow data suggests that those decisions increasingly depend on the thematic engines inside each sector: semiconductors inside Technology, electrification inside Industrials and Utilities, uranium inside Energy, blockchain inside Financials, robotics across Technology and Industrials, and natural resources across Materials and Energy.
FactSet’s study explicitly supports that interpretation. It finds that thematic momentum generates a larger spread than sector momentum and “picks up on additional information not included in strict sector momentum.” For a sector investor, that is the central takeaway: sector leadership is no longer just sector leadership. It is theme leadership expressed through sectors.
Sector implications from the latest return and flow data
All return and flow figures below come from FactSet’s latest return and flow data. Returns are AUM-weighted by thematic category; flows are aggregated and shown as flow/AUM to make categories more comparable.
| Sector lens | Relevant thematic categories | 6M return signal | Flow signal | Sector read |
| Information Technology | Semiconductors; Robotics & AI; Software | Semiconductors +74.0%, Robotics & AI +33.4%, Software -7.2% | Semis only +0.1% 1M flow/AUM; Robotics & AI +44.5% 1Y flow/AUM; Software +16.9% YTD flow/AUM | Tech leadership remains strong, but it is hardware-led; software may be an early repair trade. |
| Industrials | Space Exploration; Robotics & AI; Infrastructure; Aero/Defense; Electrification | Space +47.4%, Electrification +29.1%, Infrastructure +15.7%, Aero/Defense +12.8% | Space +59.1% 1Y flow/AUM; Electrification +59.2% 1Y flow/AUM; Infrastructure +20.2% 1Y flow/AUM | Industrials look increasingly tied to AI infrastructure, automation, defense, and power buildout. |
| Energy / Utilities | Energy Legacy; Uranium Reactors; Clean Energy; Electrification | Energy Legacy +39.3%, Clean Energy +31.9%, Uranium +15.1% | Uranium +50.8% 1Y flow/AUM; Electrification +36.5% YTD flow/AUM; Clean Energy +8.0% 1M flow/AUM | Power demand is becoming a sector allocation theme, not just a commodity trade. |
| Materials / Natural Resources | Natural Resources; MLPs; Energy Legacy | Natural Resources +25.5%, MLPs +21.6% | Natural Resources -1.9% YTD flow/AUM; MLPs +9.2% YTD flow/AUM | Performance is strong, but flows are selective; watch for confirmation or distribution. |
| Financials | Blockchain; Finance/Fintech | Blockchain +14.9% 6M and +20.9% 1M; Finance/Fintech +4.9% 6M | Blockchain +20.5% 1Y flow/AUM; Finance/Fintech -13.2% YTD flow/AUM | Digital-asset and payment infrastructure themes are stronger than broad fintech. |
| Communication Services / Consumer Discretionary | Internet & Metaverse; Gaming & Esports; Travel | Internet & Metaverse -9.2%, Gaming -15.5%, Travel +3.4% | Internet & Metaverse positive 1M flows but negative YTD/1Y flows; Gaming and Travel persistent outflows | Not yet broad leadership; some short-term repair, but sponsorship remains weak. |
| Health Care | Biotechnology; Cannabis | Biotechnology +13.8%, Cannabis +17.5% | Biotech -0.9% 1M flow/AUM; Cannabis +25.2% 1Y flow/AUM | Pockets of rebound exist, but not enough to define broad sector leadership. |
| Real Estate / Infrastructure Adjacent | REITs; Infrastructure; Data-center-adjacent themes | REITs +10.5%, Infrastructure +15.7% | REIT flows roughly flat; Infrastructure +9.5% YTD flow/AUM | Traditional REITs are not leading, but data-center and infrastructure exposure matters. |
What this says about sector performance
Technology is still leading, but the internal leadership has narrowed around AI hardware. Semiconductors are the clearest performance leader in the latest return and flow data, with a 74.0% six-month return and 31.7% one-month return. For sector investors, that points to continued support for Technology exposure, but not necessarily for all Technology exposure. S&P Dow Jones Indices’ April 2026 thematic dashboard reaches a similar conclusion: AI-linked themes dominated performance, while within Information Technology, hardware surged and software trailed; semiconductor equipment outperformed the broader Technology sector by its widest margin since 2002.
That split matters. A sector investor who simply owns Technology may be right on the sector but wrong on the internal composition. The current leadership is not “Tech” in general. It is semiconductors, AI compute, data centers, and hardware supply chains. Software is more complicated. In the latest return and flow data, Software remains negative over six months but has a positive one-month return and positive YTD flows. That suggests a potential early rotation, but not yet a confirmed sector leadership handoff.
Industrials may be the most important second-order beneficiary. The latest return and flow data shows strong performance and flow support in Space Exploration, Robotics & AI, Infrastructure, Aero/Defense, and Electrification. FactSet’s study helps explain why those themes matter for sector investors: thematic holdings often cut across traditional sector boundaries, and FactSet’s RBICS with Revenue analysis shows that current top thematic exposures include blockchain, digital economy, nuclear, robotics and AI, space, and video games, with related industry exposure across finance, technology, industrials, energy, and other sectors.
For Industrials, that means leadership is not only about old-economy cyclicality. It is increasingly about automation, grid equipment, defense manufacturing, aerospace, space infrastructure, and the physical buildout behind AI. FactSet’s RBICS analysis of space exposure, for example, shows defense manufacturing, aerospace equipment, semiconductors, and satellites as meaningful revenue exposures.
Energy and Utilities are being pulled into the AI trade. Energy Legacy, Clean Energy, Uranium Reactors, and Electrification all show constructive signals in the latest return and flow data. This supports the idea that AI infrastructure is broadening from compute to power. The International Energy Agency projects global data-center electricity consumption to more than double to around 945 TWh by 2030, with the U.S. accounting for the largest share of the projected increase; the IEA also notes that renewables, natural gas, nuclear, and geothermal are all likely to play roles in meeting data-center demand.
That is a critical sector point. The AI trade is no longer confined to Information Technology. It is becoming a demand driver for Utilities, Energy, Industrials, and Materials. Utilities may benefit from load growth and nuclear exposure; Energy may benefit from gas, infrastructure, and uranium-linked demand; Industrials may benefit from grid equipment and electrification; Materials may benefit from critical minerals and resource demand.
Materials and Natural Resources are strong, but flows are not fully confirming the move. Natural Resources returned 25.5% over six months in the latest return and flow data, but one-month and YTD flows were negative relative to AUM. For a sector investor, that is a useful warning. Materials and resource-linked exposure may still be working, but performance without flow confirmation can indicate profit-taking, skepticism, or a maturing trend. The theme is not broken, but the sponsorship is less clean than in Space, Electrification, or Robotics & AI.
Financials are more thematic than they look. FactSet’s RBICS analysis found that the top three Level 6 categories in its top thematic pool were cryptocurrency mining, cryptocurrency trading and exchanges, and electronic payment processing, all within consumer finance services; it also found that aggregate top-quintile thematic exposure had a large tilt toward finance, technology, and industrials.
That matters because a sector investor may see Financials as banks, brokers, insurance, and credit. The thematic data suggests another layer: digital finance, blockchain infrastructure, exchanges, payment networks, and crypto-adjacent capital markets. Blockchain shows improving one-month returns and positive flow intensity in the latest return and flow data, while broader Finance/Fintech is weaker. That argues for selectivity inside Financials rather than a blanket sector call.
Health Care remains a lagging sector signal, despite pockets of rebound. Biotechnology has positive six-month returns in the latest return and flow data, and Cannabis has rebounded sharply, but flows are mixed and the broader Health Care backdrop remains less compelling. FactSet’s May 2026 S&P 500 earnings update reported that Health Care was the only S&P 500 sector with a year-over-year earnings decline, while Information Technology, Communication Services, Materials, and Consumer Discretionary led double-digit earnings growth.
The sector investor’s real question: breadth or concentration?
The latest return and flow data points to a market where leadership is broadening across sectors but narrowing within sectors. That may sound contradictory, but it is exactly what thematic momentum is revealing.
The AI trade is broadening beyond Technology into Industrials, Energy, Utilities, Materials, and Financials. But within each of those sectors, leadership is concentrated in specific themes: semiconductors, data centers, electrification, uranium, grid infrastructure, robotics, blockchain, and space. In other words, sector leadership is increasingly theme-specific rather than sector-wide.
That is consistent with the study’s central conclusion. Thematic momentum does not replace sector momentum; it identifies where sector momentum is coming from. The study notes that thematic momentum can separate outperformers from underperformers more effectively, while broader sector approaches can help smooth volatility in long-only portfolios.
What to watch for trend change
First, watch the semiconductor/software handoff. If semiconductor returns remain strong and flows accelerate, Technology leadership remains hardware-led. If semiconductor returns fade while Software’s one-month improvement extends into three- and six-month performance, the sector may be rotating internally from AI infrastructure toward AI monetization.
Second, watch whether power themes keep receiving flows. Electrification, Uranium Reactors, and Clean Energy have meaningful flow support. If those flows continue and returns broaden into Utilities, electrical equipment, and grid infrastructure, the market may be confirming a durable AI-power cycle. If flows cool while returns stall, the power trade may have moved ahead of fundamentals.
Third, watch Industrials breadth. Space, Robotics & AI, Infrastructure, Aero/Defense, and Electrification all point toward constructive Industrial exposure. The bullish sector signal strengthens if leadership moves from narrow thematic ETFs into machinery, electrical equipment, aerospace, defense, and construction-support industries.
Fourth, watch Natural Resources flows. Materials and resource-linked categories have performance momentum but less consistent sponsorship. A turn from outflows to inflows would strengthen the sector case. Continued outflows alongside weakening short-term returns would suggest distribution.
Fifth, watch whether Financials leadership becomes more than blockchain. Blockchain strength is constructive, but broader Finance/Fintech remains weak in the latest return and flow data. A stronger Financials sector signal would require digital-finance strength to broaden into payments, exchanges, capital markets, and traditional financials.
Finally, watch laggards for repair. Software, Internet & Metaverse, and parts of Health Care show signs of short-term improvement but are not yet confirmed intermediate-term leaders. FactSet’s study notes that one-month thematic momentum can help catch sudden rotations, even though 12-month momentum better captures longer-term trends.
Bottom line
For a U.S. sector investor, the latest leadership trends say three things.
First, Technology remains the headline leader, but its leadership is increasingly hardware-led. Semiconductors and AI compute are driving the tape more than broad software.
Second, AI is becoming a multi-sector allocation theme. The beneficiaries increasingly include Industrials, Utilities, Energy, Materials, and Financials—not just Technology.
Third, sector rotation should be monitored through thematic momentum. The sector label tells investors where exposure sits; thematic momentum helps explain why it is working and whether the trend is broadening, maturing, or reversing.
The practical conclusion is that sector investors should not abandon sector frameworks. They should use thematic momentum as a sub-sector signal. It can help identify the industries and business models driving sector performance before those trends become obvious in top-level sector returns.
Sources
- FactSet Research Systems Inc. — Stephen Malinak, Ph.D., Thematic Momentum Strategies: Enhancing Returns Using Momentum-Based Rotation and Thematic Performance Drivers. Source for FactSet’s recent Thematic Momentum study, including the thematic momentum framework, sector momentum comparison, RBICS with Revenue analysis, and backtest conclusions.
- FactSet — Latest return and flow data. Uploaded 5/14 data set; source for thematic category AUM, AUM-weighted returns, aggregate flows, and flow/AUM intensity used in the table.
- S&P Dow Jones Indices — Dashboard: S&P Thematics Indices, April 30, 2026. Source for U.S. sector performance, AI-linked thematic leadership, and the hardware-versus-software split within Information Technology.
- FactSet — S&P 500 Earnings Season Update: May 8, 2026. Source for S&P 500 earnings trends and sector-level earnings-growth context.
- International Energy Agency — Energy and AI. Source for data-center electricity demand, AI power-demand projections, and energy-supply implications.