CHAT
Price
$71.28Alerts
Change
-$1.67 (-2.29%)
Updated
Nov 13 closing price
Net Assets
1.47B
Intraday BUY SELL Signals
QTUM
Price
$130.10Alerts
Change
-$2.39 (-1.80%)
Updated
Nov 13 closing price
Net Assets
4.79B
Intraday BUY SELL Signals
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CHAT vs QTUM

CHAT vs QTUM Comparison Chart in %
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A.I.Advisor
Oct 21, 2026

Which ETF would AI Choose? Roundhill Generative AI & Technology ETF (CHAT) vs. Defiance Quantum ETF (QTUM)

Key Takeaways

  • CHAT is an actively managed thematic ETF targeting generative artificial intelligence (AI) and related technologies, while QTUM is a passive ETF tracking an index focused on quantum computing and machine learning.
  • CHAT maintains a concentrated portfolio of approximately 43 holdings with an expense ratio of 0.75%, whereas QTUM offers broader diversification across roughly 80 holdings at a lower expense ratio of 0.40%.
  • Both ETFs emphasize technology sector exposure, but CHAT concentrates on generative AI applications and enabling hardware, while QTUM spans quantum hardware, machine learning software, and supporting infrastructure.
  • CHAT’s active strategy allows for proprietary selection of companies positioned for generative AI growth, contrasting with QTUM’s rules-based, modified equal-weighted index methodology with semi-annual rebalancing.
  • Investors seeking higher-conviction exposure to generative AI themes may prefer CHAT’s structure, while those prioritizing cost efficiency and wider quantum and machine learning diversification may favor QTUM.
  • Both funds operate within the broader technology and innovation thematic space, with distinct risk profiles driven by their respective focus areas and management approaches.

Introduction

Roundhill Generative AI & Technology ETF (CHAT) and Defiance Quantum ETF (QTUM) provide investors with targeted exposure to transformative technology themes. These ETFs do not compete directly but offer alternative strategies within the technology sector: CHAT emphasizes generative AI applications, while QTUM focuses on quantum computing and machine learning. The comparison helps investors evaluate structural differences, cost structures, and thematic positioning amid ongoing advancements in artificial intelligence and quantum technologies.

Roundhill Generative AI & Technology ETF (CHAT) Overview

Roundhill Generative AI & Technology ETF (CHAT) is an actively managed exchange-traded fund that seeks long-term capital appreciation by investing in equity securities of companies involved in generative artificial intelligence and related technologies. The fund typically holds around 43 securities globally, including emerging markets exposure. Top holdings often include NVIDIA Corp, Alphabet Inc, SK hynix Inc, Microsoft Corp, and ASML Holding NV. Sector allocation is heavily weighted toward technology, with additional exposure to communication services and other enabling industries. CHAT carries an expense ratio of 0.75% and employs a proprietary methodology for security selection rather than tracking a fixed index. Its active approach distinguishes it from passive thematic peers.

Defiance Quantum ETF (QTUM) Overview

Defiance Quantum ETF (QTUM) is a passively managed fund that seeks to track the total return performance of the BlueStar Machine Learning and Quantum Computing Index. The index targets liquid companies engaged in quantum computing, machine learning, and related technologies such as superconducting materials and big data management. QTUM typically holds 65 to 88 securities with a modified equal-weighted approach and semi-annual rebalancing. Top holdings commonly feature companies like Elastic N.V., Palantir Technologies Inc, and various semiconductor and software firms. The fund maintains an expense ratio of 0.40% and provides diversified exposure across technology subsectors with some international representation.

Industry and Thematic Backdrop

The technology sector continues to experience robust innovation driven by artificial intelligence advancements, quantum computing research, and machine learning integration across industries. Capital flows into thematic ETFs reflect sustained investor interest in high-growth areas such as generative models, quantum hardware, and data analytics. Macroeconomic drivers include enterprise digital transformation, semiconductor demand, and regulatory developments around data privacy and technology exports. Sector risks encompass valuation pressures, supply chain disruptions, geopolitical tensions affecting chip manufacturing, and potential shifts in interest rate expectations that influence growth-oriented equities.

Performance and Positioning Comparison

In recent market cycles, CHAT’s active management has positioned it to capture concentrated gains from leading generative AI enablers, potentially resulting in higher volatility tied to a narrower set of holdings. QTUM’s broader index-based approach has offered exposure to quantum and machine learning themes, which may exhibit different sensitivity to earnings cycles in semiconductor and software companies. Relative positioning shows CHAT leaning toward high-conviction AI leaders, while QTUM provides more balanced representation across emerging quantum technologies. Both have responded to sector rotation patterns and broader technology momentum, with differences in drawdown characteristics stemming from concentration levels and expense structures.

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 stocks and ETFs using customizable filters such as industry, market capitalization, technical indicators, price patterns, and performance metrics. The screener helps identify trade ideas, trending stocks, breakout candidates, and market opportunities more efficiently than manual screening. Explore the AI Screener to discover additional opportunities aligned with your investment criteria.

Tickeron AI Verdict

Based on observable structural factors, Tickeron’s AI would currently assign a probabilistic edge to QTUM due to its lower expense ratio, greater diversification across approximately 80 holdings, and passive tracking of a specialized quantum and machine learning index. CHAT’s active approach and higher concentration offer potential for targeted generative AI exposure but carry elevated costs and idiosyncratic risks. The verdict reflects relative cost efficiency, diversification profile, and thematic breadth in the current environment.

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.

Disclaimers and Limitations

VS
CHAT vs. QTUM commentary
Nov 14, 2026

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 QTUM is a Hold.

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SUMMARIES
A.I.Advisor
a Summary for CHAT with price predictions
Nov 13, 2026

CHAT in downward trend: price dove below 50-day moving average on October 12, 2026

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. In 23 of 25 similar past instances, the stock price decreased further within the following month. The odds of a continued downward trend are 90%.

Price Prediction Chart

Technical Analysis (Indicators)

Bearish Trend Analysis

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 40 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 87%.

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%.

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%.

The Aroon Indicator for CHAT entered a downward trend on November 13, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.

Bullish Trend Analysis

The RSI Oscillator 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%.

The Stochastic Oscillator suggests the stock price trend may be in a reversal from a downward trend to an upward trend. 32 of 34 cases where CHAT's Stochastic Oscillator exited the oversold zone resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 90%.

The Moving Average Convergence Divergence (MACD) for CHAT just turned positive on November 12, 2026. Looking at past instances where CHAT's MACD turned positive, the stock continued to rise in 36 of 38 cases over the following month. The odds of a continued upward trend are 90%.

Following a +9.22% 3-day Advance, the price is estimated to grow further. Considering data from situations where CHAT advanced for three days, in 269 of 294 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.

A.I.Advisor
a Summary for QTUM with price predictions
Nov 13, 2026

QTUM in downward trend: price dove below 50-day moving average on October 12, 2026

QTUM 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. In 29 of 32 similar past instances, the stock price decreased further within the following month. The odds of a continued downward trend are 90%.

Price Prediction Chart

Technical Analysis (Indicators)

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 QTUM as a result. In 66 of 76 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 87%.

The 10-day moving average for QTUM 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 11 of 15 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 73%.

Following a 3-day decline, the stock is projected to fall further. Considering past instances where QTUM 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 80%.

The Aroon Indicator for QTUM entered a downward trend on November 13, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.

Bullish Trend Analysis

The RSI Oscillator points to a transition from a downward trend to an upward trend -- in cases where QTUM's RSI Oscillator exited the oversold zone, 20 of 22 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 90%.

The Stochastic Oscillator suggests the stock price trend may be in a reversal from a downward trend to an upward trend. 41 of 45 cases where QTUM's Stochastic Oscillator exited the oversold zone resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 90%.

The Moving Average Convergence Divergence (MACD) for QTUM just turned positive on November 12, 2026. Looking at past instances where QTUM's MACD turned positive, the stock continued to rise in 41 of 46 cases over the following month. The odds of a continued upward trend are 89%.

Following a +9.57% 3-day Advance, the price is estimated to grow further. Considering data from situations where QTUM advanced for three days, in 301 of 342 cases, the price rose further within the following month. The odds of a continued upward trend are 88%.

QTUM may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.

TECHNICAL ANALYSIS
Technical Analysis
CHATQTUM
RSI
ODDS (%)
Bullish Trend 1 day ago
90%
Bullish Trend 1 day ago
90%
Stochastic
ODDS (%)
Bullish Trend 1 day ago
90%
Bullish Trend 1 day ago
90%
Momentum
ODDS (%)
Bearish Trend 6 days ago
87%
Bearish Trend 1 day ago
87%
MACD
ODDS (%)
Bullish Trend 1 day ago
90%
Bullish Trend 1 day ago
89%
TrendWeek
ODDS (%)
Bullish Trend 1 day ago
90%
Bullish Trend 1 day ago
90%
TrendMonth
ODDS (%)
Bearish Trend 1 day ago
89%
Bearish Trend 1 day ago
82%
Advances
ODDS (%)
Bullish Trend 6 days ago
90%
Bullish Trend 6 days ago
88%
Declines
ODDS (%)
Bearish Trend 1 day ago
77%
Bearish Trend 1 day ago
80%
BollingerBands
ODDS (%)
Bullish Trend 1 day ago
90%
Bullish Trend 1 day ago
90%
Aroon
ODDS (%)
Bearish Trend 1 day ago
89%
Bearish Trend 1 day ago
85%
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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 77% 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.

1D
1W
1M
1Q
6M
1Y
5Y
Ticker /
NAME
Correlation
To CHAT
1D Price
Change %
CHAT100%
-2.29%
COHR - CHAT
77%
Closely correlated
-6.00%
VRT - CHAT
71%
Closely correlated
-3.61%
ANET - CHAT
68%
Closely correlated
-4.52%
ORCL - CHAT
58%
Loosely correlated
-1.38%
DELL - CHAT
55%
Loosely correlated
-7.18%
More

QTUM and

Correlation & Price change

A.I.dvisor indicates that over the last year, QTUM has been closely correlated with LRCX. These tickers have moved in lockstep 84% of the time. This A.I.-generated data suggests there is a high statistical probability that if QTUM jumps, then LRCX could also see price increases.

1D
1W
1M
1Q
6M
1Y
5Y
Ticker /
NAME
Correlation
To QTUM
1D Price
Change %
QTUM100%
-1.80%
LRCX - QTUM
84%
Closely correlated
-3.36%
MKSI - QTUM
81%
Closely correlated
-2.64%
AMAT - QTUM
80%
Closely correlated
-2.74%
AMD - QTUM
79%
Closely correlated
-8.75%
LSCC - QTUM
79%
Closely correlated
-5.47%
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