Investors navigating the technology sector face pivotal choices amid the generative AI revolution and enduring software innovation. Roundhill Generative AI & Technology ETF (CHAT), iShares Expanded Tech-Software Sector ETF (IGV), and Vanguard Information Technology ETF (VGT) represent distinct strategic approaches to this dynamic theme. CHAT actively targets global AI disruptors, IGV passively tracks North American software specialists, and VGT broadly indexes U.S. information technology companies. This comparison illuminates structural variances in exposure, costs, and risk profiles, aiding decisions in an environment of surging AI infrastructure spending and software evolution. These ETFs compete within technology but offer tiered tilts: narrow thematic, subsector-specific, and comprehensive sector coverage.
The Roundhill Generative AI & Technology ETF (CHAT) is an actively managed fund launched in May 2023, seeking long-term capital appreciation through companies driving generative AI innovations. It invests across AI platforms, infrastructure like semiconductors, enterprise software, and consumer applications, without tracking a traditional index. With 42 holdings, it maintains moderate diversification; top holdings include NVDA (6.85%), GOOGL (6.49%), AMD (5.78%), Micron Technology (MU, 5.63%), and AMZN (3.80%), comprising ~46% of assets. Sector allocation heavily favors technology (~73%), with communication services (~19%) and consumer cyclical (~7%). The expense ratio is 0.75%, reflecting active management. Holdings change periodically to capture AI trends, emphasizing global exposure including non-U.S. firms. Distinguishing features include its pioneering focus on generative AI workflows and higher concentration risk.
The iShares Expanded Tech-Software Sector ETF (IGV) is a passively managed ETF launched in July 2001, tracking the S&P North American Expanded Technology Software Index of U.S. and Canadian software firms plus select interactive media and entertainment equities. It holds 111 stocks for targeted subsector exposure. Top holdings feature ORCL (9.65%), MSFT (8.24%), Palantir Technologies (PLTR, 7.30%), CRM (6.33%), and Palo Alto Networks (PANW, 6.25%), accounting for ~60% of assets. Allocation breaks down to application software (58%), systems software (38%), and minor interactive segments. Expense ratio stands at 0.39%. It rebalances with the market-cap-weighted index, primarily in technology (~90%). Key traits include software purity, North American focus, and balanced liquidity with strong average daily volume.
The Vanguard Information Technology ETF (VGT) passively tracks the MSCI US Investable Market Information Technology 25/50 Index, covering large-, mid-, and small-cap U.S. firms in the GICS information technology sector since January 2004. It features 317 holdings for broad diversification. Top positions are NVDA (18.53%), AAPL (15.85%), MSFT (10.21%), AVGO (4.38%), and MU (2.02%), totaling ~59%. Within technology, semiconductors dominate (~34%), followed by hardware (~19%) and systems software (~15%). The expense ratio is a low 0.09%, with low turnover (~8%) via full or optimized replication. Nearly 100% U.S.-focused, it offers cost-efficient, comprehensive sector access with minimal subsector bias beyond market-cap weighting.
The technology sector, powering AI and software advancements, faces robust tailwinds from massive capital flows into AI infrastructure—projected at nearly $3 trillion globally through 2028—alongside enterprise AI adoption. Macro drivers include productivity gains from large language models, cloud expansion, and semiconductor demand, bolstered by steady economic growth and anchored inflation near 2-3%. Regulatory shifts, such as AI ethics guidelines and antitrust scrutiny on hyperscalers, introduce uncertainties, while geopolitical tensions over chips and data sovereignty heighten supply chain risks. Earnings trends favor AI enablers amid broader software pressures from automation disruption. Sector risks encompass high valuations, CapEx intensity, and cyber threats, yet capital inflows into tech ETFs hit records in recent years, signaling sustained investor conviction in innovation-driven growth.
In recent months through early 2026, VGT has demonstrated resilient upward trends with YTD gains around 19%, buoyed by broad tech exposure and lower relative volatility from diversification. CHAT, with its AI tilt, has exhibited higher sensitivity to innovation cycles, delivering momentum in AI rallies but amplified drawdowns during sector rotations. IGV, software-focused, has faced headwinds from AI disruption fears, lagging peers with negative YTD amid hedge fund shorting and valuation resets. Volatility profiles align with structures: CHAT's active AI bets yield beta above 1.5, VGT around 1.3, and IGV near 1.1, per historical metrics. Concentration amplifies CHAT and VGT's swings via mega-cap leaders like NVDA, while IGV's drawdowns stem from pure software exposure. Differences arise from thematic purity (CHAT), subsector headwinds (IGV), and breadth (VGT), with all sensitive to interest rates and growth sentiment.
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Tickeron’s AI favors VGT with ~60% probability in the current environment due to its unmatched cost efficiency (0.09% expense ratio), extensive diversification (317 holdings), and stable momentum across recent cycles. While CHAT's AI focus offers growth potential, its higher fees and concentration elevate risk; IGV's software niche trails amid disruptions. VGT balances exposure, liquidity, and risk-adjusted positioning for probable outperformance.
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| CHAT | IGV | VGT | |
| Gain YTD | 58.769 | -16.533 | 20.986 |
| Net Assets | 2.14B | 13B | 170B |
| Total Expense Ratio | 0.75 | 0.39 | 0.09 |
| Turnover | 32.00 | 20.00 | 8.00 |
| Yield | 1.72 | 0.00 | 0.32 |
| Fund Existence | 3 years | 25 years | 22 years |
| CHAT | IGV | VGT | |
|---|---|---|---|
| RSI ODDS (%) | 2 days ago 70% | 2 days ago 90% | 2 days ago 82% |
| Stochastic ODDS (%) | 2 days ago 66% | 2 days ago 90% | 2 days ago 90% |
| Momentum ODDS (%) | 2 days ago 84% | 2 days ago 90% | 2 days ago 83% |
| MACD ODDS (%) | 2 days ago 73% | 2 days ago 83% | 2 days ago 83% |
| TrendWeek ODDS (%) | 2 days ago 77% | 2 days ago 85% | 2 days ago 82% |
| TrendMonth ODDS (%) | 2 days ago 89% | 2 days ago 86% | 2 days ago 86% |
| Advances ODDS (%) | 6 days ago 90% | 27 days ago 87% | 6 days ago 88% |
| Declines ODDS (%) | 4 days ago 75% | 3 days ago 84% | 4 days ago 82% |
| BollingerBands ODDS (%) | 2 days ago 72% | 2 days ago 90% | 2 days ago 83% |
| Aroon ODDS (%) | 2 days ago 90% | 2 days ago 90% | 2 days ago 90% |
| 1 Day | |||
|---|---|---|---|
| ETFs / NAME | Price $ | Chg $ | Chg % |
| BDCZ | 14.79 | 0.23 | +1.60% |
| UBS ETRACS Wells Fargo® Busn Dev Co ETN | |||
| XLYI | 22.64 | 0.29 | +1.32% |
| State Street®CnsmrDiscSelSectSPDR®PrmETF | |||
| JHPI | 22.66 | -0.01 | -0.04% |
| JHancock Preferred Income ETF | |||
| RGYY | 7.78 | -0.02 | -0.20% |
| GraniteShares YieldBOOST RGTI ETF | |||
| JSMD | 97.77 | -0.46 | -0.47% |
| Janus Henderson Small/Md Cp Gr Alpha ETF | |||
A.I.dvisor indicates that over the last year, CHAT has been closely correlated with MU. These tickers have moved in lockstep 71% of the time. This A.I.-generated data suggests there is a high statistical probability that if CHAT jumps, then MU could also see price increases.
| Ticker / NAME | Correlation To CHAT | 1D Price Change % | ||
|---|---|---|---|---|
| CHAT | 100% | -4.26% | ||
| MU - CHAT | 71% Closely correlated | -6.69% | ||
| ARM - CHAT | 67% Closely correlated | -3.87% | ||
| AMD - CHAT | 66% Closely correlated | -2.06% | ||
| NVDA - CHAT | 66% Closely correlated | -1.64% | ||
| AVGO - CHAT | 65% Loosely correlated | -3.67% | ||
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A.I.dvisor indicates that over the last year, IGV has been closely correlated with CRM. These tickers have moved in lockstep 75% of the time. This A.I.-generated data suggests there is a high statistical probability that if IGV jumps, then CRM could also see price increases.
| Ticker / NAME | Correlation To IGV | 1D Price Change % | ||
|---|---|---|---|---|
| IGV | 100% | +4.06% | ||
| CRM - IGV | 75% Closely correlated | +5.45% | ||
| CRWD - IGV | 75% Closely correlated | +3.31% | ||
| MSFT - IGV | 72% Closely correlated | +5.71% | ||
| ASAN - IGV | 69% Closely correlated | +9.08% | ||
| DSGX - IGV | 69% Closely correlated | +6.20% | ||
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