Artificial intelligence remains one of the defining investment themes of this market cycle, yet the ways to express that theme through ETFs differ sharply. CHAT and MAGS — both from issuer Roundhill Investments — sit at the center of this conversation, but they do not compete directly. CHAT is a broad, global, actively managed fund spanning the generative AI ecosystem, while MAGS is a concentrated, equal-weight vehicle tracking just seven mega-cap stocks. For investors weighing diversified AI exposure against a focused bet on market leaders, this ETF comparison clarifies the structural trade-offs, cost considerations, and relative positioning of each fund.
CHAT is an actively managed ETF that invests in companies involved in generative artificial intelligence and related technologies, targeting a portfolio of roughly 25 to 50 holdings. It currently holds approximately 45 positions, with top weights including NVDA, GOOGL, MSFT, META, and AMZN, alongside international semiconductor leaders such as SK hynix. Sector exposure is heavily tilted toward information technology (roughly three-quarters of the portfolio), with meaningful communication services and a smaller consumer discretionary sleeve. The fund carries a 0.75% expense ratio, reflecting its active research-driven approach, and provides global reach across U.S., South Korean, Taiwanese, and European AI names. This structure offers broad value-chain exposure — from chips and memory to cloud infrastructure and software — but historically exhibits elevated beta.
MAGS is an actively managed, non-diversified ETF offering equal-weight exposure to the "Magnificent Seven" — AAPL, AMZN, GOOGL, META, MSFT, NVDA, and TSLA. Each name is targeted at roughly 14% of the portfolio, rebalanced quarterly to restore equal weight; the fund also uses total return swaps (derivative contracts that replicate an asset's price performance) to maintain exposure. Sector allocation skews toward information technology, consumer discretionary, and communication services. With a low 0.30% expense ratio, MAGS is inexpensive relative to many thematic and active funds, but its seven-stock structure concentrates single-name and regulatory risk, and its equal-weight design mechanically trims winners and adds to laggards each quarter.
Both funds operate within the broader artificial intelligence and mega-cap technology theme, which has driven outsized market leadership in recent market cycles. Capital flows continue to favor companies positioned across AI infrastructure, semiconductor supply chains, and cloud computing, while earnings cycles among top holdings — including NVDA and the hyperscale cloud platforms — remain key catalysts. At the same time, the environment carries notable risks: elevated valuations, regulatory scrutiny of large technology platforms, tariff and trade uncertainty affecting global chip supply chains, and a rotation toward value and international equities that has periodically pressured concentrated mega-cap tech positions. These dynamics affect both ETFs but in different ways, given their contrasting geographic and holding breadth.
In recent market cycles, both CHAT and MAGS have benefited from strong AI-driven momentum, though their relative positioning has diverged. CHAT's global diversification has allowed it to capture gains across the full semiconductor and software value chain, but its higher beta has historically translated into deeper drawdowns during risk-off episodes. MAGS, by contrast, offers lower cost and direct exposure to the market's most dominant franchises, yet its seven-stock concentration amplifies the impact of any single earnings miss or regulatory headline. Interest rate expectations and sector rotation have also influenced relative performance, with the equal-weight MAGS structure lagging during periods when a single holding — such as TSLA — underperforms the group. Overall, CHAT presents a broader, more volatile AI bet, while MAGS concentrates risk in quality mega-cap leadership.
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, helping identify trade ideas, trending stocks, breakout candidates, and market opportunities more efficiently than manual screening. Explore the AI Screener to refine your own ETF comparison and uncover actionable opportunities.
Weighing structural strength, cost efficiency, diversification profile, trend consistency, and risk exposure, Tickeron's AI would currently favor CHAT over MAGS. While MAGS holds a clear advantage on expense ratio and offers disciplined equal-weight exposure to elite mega-cap franchises, its seven-stock concentration introduces elevated single-name and idiosyncratic risk. CHAT's broader, globally diversified portfolio spanning the entire generative AI value chain — semiconductors, memory, cloud, and software — provides a more resilient risk profile and superior alignment with the long-running AI investment theme. This is a probabilistic assessment based on observable structural factors, not a personalized recommendation, and each investor's goals and risk tolerance will determine the more suitable choice.
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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%.
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 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 29 of the 36 cases the stock turned lower in the days that followed. This puts the odds of success at 81%.
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 8 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 90%.
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 10, 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.
The RSI Oscillator points to a transition from a downward trend to an upward trend -- in cases where CHAT's RSI Oscillator 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 shows that the ticker has stayed in the oversold zone for 6 days. The price of this ticker is presumed to bounce back soon, since the longer the ticker stays in the oversold zone, the more promptly an upward trend is expected.
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.
MAGS may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options. In 25 of 25 cases where MAGS's price broke its lower Bollinger Band, its price rose further in the following month. 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. 25 of 29 cases where MAGS'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 86%.
Following a +3.35% 3-day Advance, the price is estimated to grow further. Considering data from situations where MAGS advanced for three days, in 215 of 241 cases, the price rose further within the following month. The odds of a continued upward trend are 89%.
The 10-day RSI Indicator for MAGS moved out of overbought territory on October 07, 2026. This could be a bearish sign for the stock. Traders may want to consider selling the stock or buying put options. Tickeron's A.I.dvisor looked at 31 similar instances where the indicator moved out of overbought territory. In 24 of the 31 cases, the stock moved lower in the following days. This puts the odds of a move lower at 77%.
The Momentum Indicator moved below the 0 level on October 16, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on MAGS as a result. In 44 of 54 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 81%.
The Moving Average Convergence Divergence Histogram (MACD) for MAGS turned negative on October 14, 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 38 similar instances when the indicator turned negative. In 32 of the 38 cases the stock turned lower in the days that followed. This puts the odds of success at 84%.
MAGS moved below its 50-day moving average on October 29, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for MAGS crossed bearishly below the 50-day moving average on November 02, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 8 of 11 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 MAGS 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 74%.
The Aroon Indicator for MAGS entered a downward trend on November 10, 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.
| CHAT | MAGS | |
|---|---|---|
| RSI ODDS (%) | 2 days ago 90% | 6 days ago 77% |
| Stochastic ODDS (%) | 2 days ago 90% | 2 days ago 86% |
| Momentum ODDS (%) | 3 days ago 87% | 2 days ago 81% |
| MACD ODDS (%) | 2 days ago 81% | 2 days ago 84% |
| TrendWeek ODDS (%) | 2 days ago 79% | 2 days ago 77% |
| TrendMonth ODDS (%) | 2 days ago 89% | 2 days ago 86% |
| Advances ODDS (%) | 3 days ago 90% | 3 days ago 89% |
| Declines ODDS (%) | 7 days ago 77% | 10 days ago 74% |
| BollingerBands ODDS (%) | 2 days ago 90% | 2 days ago 90% |
| Aroon ODDS (%) | 2 days ago 89% | 2 days ago 89% |
A.I.dvisor indicates that over the last year, CHAT has been closely correlated with ASML. 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 ASML could also see price increases.
| Ticker / NAME | Correlation To CHAT | 1D Price Change % | ||
|---|---|---|---|---|
| CHAT | 100% | -1.12% | ||
| ASML - CHAT | 77% Closely correlated | -0.36% | ||
| COHR - CHAT | 73% Closely correlated | -4.68% | ||
| VRT - CHAT | 70% Closely correlated | -3.12% | ||
| ANET - CHAT | 66% Closely correlated | -0.62% | ||
| ORCL - CHAT | 58% Loosely correlated | -1.51% | ||
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A.I.dvisor tells us that MAGS and MSFT have been poorly correlated (+11% of the time) for the last year. This A.I.-generated data suggests there is low statistical probability that MAGS and MSFT's prices will move in lockstep.
| Ticker / NAME | Correlation To MAGS | 1D Price Change % | ||
|---|---|---|---|---|
| MAGS | 100% | -0.78% | ||
| MSFT - MAGS | 11% Poorly correlated | -2.20% | ||
| META - MAGS | 7% Poorly correlated | +0.00% | ||
| GOOGL - MAGS | 7% Poorly correlated | -0.27% | ||
| AAPL - MAGS | 6% Poorly correlated | -0.62% | ||
| AMZN - MAGS | 6% Poorly correlated | +1.48% | ||
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