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CHAT vs JTEK
Which ETF would AI Choose? Roundhill Generative AI & Technology ETF (CHAT) vs. JPMorgan U.S. Tech Leaders ETF (JTEK)
Key Takeaways
- CHAT is a concentrated, actively managed thematic fund focused on generative artificial intelligence (AI); JTEK is an actively managed fund of U.S. technology leaders spanning semiconductors, software, communication services, and technology-enabled industries.
- CHAT holds roughly 43 names and charges a 0.75% expense ratio, while JTEK holds roughly 60–70 names and charges a lower 0.65% expense ratio, giving JTEK a modest cost advantage.
- CHAT carries higher thematic concentration and greater sensitivity to chip and mega-cap AI names; JTEK offers broader diversification designed to temper single-stock risk.
- Both funds are actively managed, non-leveraged equity ETFs (exchange-traded funds), meaning portfolio managers select holdings rather than mechanically tracking a passive index.
- Performance drivers differ: CHAT tracks AI-infrastructure and semiconductor demand more directly, while JTEK is more responsive to broad technology earnings, software spending, and sector rotation.
Introduction
Investors seeking exposure to the U.S. technology and AI complex often encounter two distinct approaches. CHAT, the Roundhill Generative AI & Technology ETF, targets a narrow, high-conviction slice of the generative AI value chain. JTEK, the JPMorgan U.S. Tech Leaders ETF, takes a broader view of American technology leadership. Although both funds overlap in names such as NVIDIA and Advanced Micro Devices, they are not direct substitutes: one is a concentrated thematic bet, while the other is a diversified active technology portfolio. Comparing their structures clarifies which exposure profile may align better with a given investor's risk tolerance and objective.
Roundhill Generative AI & Technology ETF (CHAT) Overview
CHAT is an actively managed ETF that invests in companies Roundhill believes are positioned to benefit from generative AI across infrastructure, platforms, and applications. Launched in May 2023, the fund holds a relatively compact portfolio of roughly 43 stocks, with a heavy tilt toward the technology sector. Its top holdings have recently included NVIDIA (NVDA), Alphabet (GOOGL), Advanced Micro Devices (AMD), Micron Technology (MU), and memory leaders SK Hynix and Samsung Electronics, alongside Microsoft (MSFT), Broadcom (AVGO), and Meta Platforms (META). This concentration in AI infrastructure and mega-cap technology gives the fund elevated thematic beta and above-average volatility. The expense ratio is 0.75%, which is typical for an actively managed thematic strategy but higher than broad passive funds.
JPMorgan U.S. Tech Leaders ETF (JTEK) Overview
JTEK is an actively managed ETF that invests in U.S. equities the manager identifies as leaders in technology and technology-enabled industries, including software, semiconductors, communication services, consumer discretionary, and select financial and industrial innovators. Launched in October 2023, the fund typically holds a broader roster of roughly 60–70 securities. Recent top holdings have included NVIDIA (NVDA), Meta Platforms (META), Salesforce (CRM), CrowdStrike (CRWD), Broadcom (AVGO), and Advanced Micro Devices (AMD), with additional exposure to names such as Microsoft (MSFT), Tesla (TSLA), and Snowflake (SNOW). Its sector mix is more balanced than CHAT's, reducing dependence on any single theme. The expense ratio is 0.65%, modestly below CHAT's fee.
Industry and Thematic Backdrop
Both funds operate within a technology market shaped by sustained AI capital expenditure, rising demand for graphics processing units (GPUs) and high-bandwidth memory, and a broadening of AI spending from infrastructure into software and enterprise applications. Catalysts include hyperscaler data-center buildouts, semiconductor supply-chain dynamics, and a rotation from pure AI-infrastructure plays toward application-layer and software names. Regulatory scrutiny of large technology platforms, interest-rate expectations, and geopolitical tensions around chip manufacturing remain key risks. These forces affect the two ETFs differently: CHAT is more exposed to the hardware and mega-cap side of the AI trade, while JTEK's wider net captures software, cybersecurity, and consumer technology alongside semiconductors.
Performance and Positioning Comparison
Over recent market cycles, CHAT has demonstrated higher sensitivity to AI-infrastructure momentum, tending to outperform during periods of strong chip and mega-cap leadership and to pull back more sharply when those segments consolidate. JTEK, by contrast, has exhibited more balanced relative positioning, with its performance spread across a broader set of holdings and sectors, which can moderate volatility. Cost structure also differs: JTEK's 0.65% expense ratio provides a slight fee advantage over CHAT's 0.75%. In terms of diversification, JTEK's larger number of holdings and lower top-holding concentration reduce single-name risk, while CHAT offers more direct, high-conviction exposure to the generative AI theme. Neither fund is leveraged or inverse; both are long-only equity vehicles.
AI Screener
Tickeron's AI Screener is an AI-powered stock and ETF discovery tool that helps traders and investors filter the market based on technical patterns, fundamentals, trends, volatility, and AI-driven signals. Users can scan thousands of securities using customizable filters such as industry, market capitalization, technical indicators, price patterns, and performance metrics. The screener is designed to surface trade ideas, trending names, and breakout candidates more efficiently than manual screening. For investors evaluating technology and AI exposure, tools like this can help identify candidates with favorable relative positioning. Explore the AI Screener to see how AI-driven filtering can streamline your research process.
Tickeron AI Verdict
Based on observable structural factors, Tickeron's AI would likely favor JTEK for a balance of diversification, slightly lower cost, and broader sector positioning that reduces concentration risk, while recognizing CHAT as the stronger vehicle for investors seeking direct, high-conviction generative AI exposure. If AI-infrastructure momentum and semiconductor leadership remain consistent, CHAT's concentrated thematic profile may offer greater upside potential, but with correspondingly higher drawdown risk. JTEK's wider breadth and lower expense ratio support more consistent relative positioning across market conditions. The appropriate choice depends on an investor's conviction in the AI theme versus a preference for diversified technology leadership.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
To compare these two companies we present long-term analysis, their fundamental ratings and make comparative short-term technical analysis which are presented below. The conclusion is CHAT is a Hold and JTEK is a Hold.
CHAT in downward trend: 10-day moving average broke below 50-day moving average on October 16, 2026
The 10-day moving average for CHAT crossed bearishly below the 50-day moving average on October 16, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 7 of 8 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are 88%.
Technical Analysis (Indicators)
Bearish Trend Analysis
The Stochastic Oscillator may be shifting from an upward trend to a downward trend. In 36 of 46 cases where CHAT's Stochastic Oscillator exited the overbought zone, the price fell further within the following month. The odds of a continued downward trend are 78%.
The Momentum Indicator moved below the 0 level on October 08, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on CHAT as a result. In 38 of 46 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 83%.
The Moving Average Convergence Divergence Histogram (MACD) for CHAT turned negative on October 09, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 36 similar instances when the indicator turned negative. In 28 of the 36 cases the stock turned lower in the days that followed. This puts the odds of success at 78%.
CHAT moved below its 50-day moving average on October 12, 2026 date and that indicates a change from an upward trend to a downward trend.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where CHAT declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 77%.
Bullish Trend Analysis
The RSI Indicator points to a transition from a downward trend to an upward trend -- in cases where CHAT's RSI Indicator exited the oversold zone, 18 of 18 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 90%.
Following a +6.21% 3-day Advance, the price is estimated to grow further. Considering data from situations where CHAT advanced for three days, in 267 of 291 cases, the price rose further within the following month. The odds of a continued upward trend are 90%.
CHAT may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
The Aroon Indicator entered an Uptrend today. In 247 of 259 cases where CHAT Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 90%.
JTEK sees its Stochastic Oscillator climbs out of oversold territory
On October 27, 2026, the Stochastic Oscillator for JTEK moved out of oversold territory and this could be a bullish sign for the stock. Traders may want to buy the stock or buy call options. Tickeron's A.I.dvisor looked at 28 instances where the indicator left the oversold zone. In 26 of the 28 cases the stock moved higher in the following days. This puts the odds of a move higher at over 90%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The RSI Oscillator points to a transition from a downward trend to an upward trend -- in cases where JTEK's RSI Indicator exited the oversold zone, 11 of 14 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 79%.
Following a +1.82% 3-day Advance, the price is estimated to grow further. Considering data from situations where JTEK advanced for three days, in 189 of 217 cases, the price rose further within the following month. The odds of a continued upward trend are 87%.
JTEK may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
The Aroon Indicator entered an Uptrend today. In 221 of 232 cases where JTEK Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 90%.
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on October 29, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on JTEK as a result. In 42 of 49 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 86%.
The Moving Average Convergence Divergence Histogram (MACD) for JTEK turned negative on October 12, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 27 similar instances when the indicator turned negative. In 23 of the 27 cases the stock turned lower in the days that followed. This puts the odds of success at 85%.
JTEK moved below its 50-day moving average on October 14, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for JTEK crossed bearishly below the 50-day moving average on October 22, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 7 of 10 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are 70%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where JTEK declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 78%.
| CHAT | JTEK | |
|---|---|---|
| RSI ODDS (%) | 3 days ago 90% | 3 days ago 79% |
| Stochastic ODDS (%) | 3 days ago 78% | 3 days ago 90% |
| Momentum ODDS (%) | 3 days ago 83% | 3 days ago 86% |
| MACD ODDS (%) | 3 days ago 78% | 3 days ago 85% |
| TrendWeek ODDS (%) | 3 days ago 79% | 3 days ago 79% |
| TrendMonth ODDS (%) | 3 days ago 89% | 3 days ago 86% |
| Advances ODDS (%) | 5 days ago 90% | 5 days ago 87% |
| Declines ODDS (%) | 3 days ago 77% | 3 days ago 78% |
| BollingerBands ODDS (%) | 3 days ago 90% | 3 days ago 90% |
| Aroon ODDS (%) | 3 days ago 90% | 3 days ago 90% |
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CHAT and
Correlation & Price change
A.I.dvisor indicates that over the last year, CHAT has been closely correlated with COHR. These tickers have moved in lockstep 72% of the time. This A.I.-generated data suggests there is a high statistical probability that if CHAT jumps, then COHR could also see price increases.
| Ticker / NAME | Correlation To CHAT | 1D Price Change % | ||
|---|---|---|---|---|
| CHAT | 100% | -7.13% | ||
| COHR - CHAT | 72% Closely correlated | -11.34% | ||
| VRT - CHAT | 69% Closely correlated | -5.46% | ||
| ANET - CHAT | 65% Loosely correlated | -8.34% | ||
| ORCL - CHAT | 56% Loosely correlated | -6.37% | ||
| HPE - CHAT | 53% Loosely correlated | -6.42% | ||
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JTEK and
Correlation & Price change
A.I.dvisor indicates that over the last year, JTEK has been closely correlated with LRCX. These tickers have moved in lockstep 76% of the time. This A.I.-generated data suggests there is a high statistical probability that if JTEK jumps, then LRCX could also see price increases.
| Ticker / NAME | Correlation To JTEK | 1D Price Change % | ||
|---|---|---|---|---|
| JTEK | 100% | -5.31% | ||
| LRCX - JTEK | 76% Closely correlated | -6.01% | ||
| AMD - JTEK | 73% Closely correlated | -10.88% | ||
| ENTG - JTEK | 72% Closely correlated | -3.51% | ||
| MKSI - JTEK | 70% Closely correlated | -6.54% | ||
| ASML - JTEK | 69% Closely correlated | -6.55% | ||
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