Investors seeking large-cap growth exposure often compare passive index ETFs with actively managed alternatives. Vanguard Growth ETF (VUG) and Harbor Long-Term Growers ETF (WINN) both target U.S. large-cap growth equities but differ in strategy, cost, and construction. VUG delivers low-cost, rules-based access to the growth segment of the market, while WINN applies active management to identify companies with above-average long-term growth prospects. These ETFs do not compete directly but serve as complementary or alternative options for investors balancing cost efficiency against potential active alpha in the technology-heavy growth space.
Vanguard Growth ETF (VUG) seeks to track the performance of the CRSP US Large Cap Growth Index through a passively managed, full-replication strategy. The fund holds approximately 150 large-capitalization growth stocks, with top holdings typically including NVIDIA Corp (NVDA), Apple Inc (AAPL), Microsoft Corp (MSFT), Alphabet Inc (GOOGL), and Broadcom Inc (AVGO). Technology dominates sector allocation at over 50%, followed by consumer discretionary and communication services. The expense ratio stands at 0.03%, reflecting its low-cost index structure. Distinguishing features include quarterly dividend distributions, high liquidity from substantial assets under management, and a focus on maintaining full investment with minimal tracking error.
Harbor Long-Term Growers ETF (WINN) is an actively managed fund seeking long-term growth of capital by investing primarily in U.S. equity securities of companies with above-average prospects for sustained expansion. Sub-adviser Jennison employs bottom-up fundamental research alongside systematic portfolio construction. The ETF typically holds 70-75 positions, with top holdings such as NVIDIA Corp (NVDA), Alphabet Inc (GOOGL), Apple Inc (AAPL), Microsoft Corp (MSFT), and Broadcom Inc (AVGO). Technology comprises roughly 52% of assets, with notable allocations to communication services and consumer discretionary. The expense ratio is 0.57%. Key characteristics include potential for up to 20% foreign exposure, non-diversified structure, and annual dividend frequency.
The large-cap growth segment remains dominated by technology and innovation-driven companies amid ongoing artificial intelligence adoption, cloud computing expansion, and semiconductor demand. Macroeconomic factors such as interest rate expectations and corporate earnings cycles influence capital flows into growth equities. Regulatory developments in antitrust and data privacy, along with geopolitical tensions affecting supply chains, represent ongoing risks. Sector momentum favors companies demonstrating scalable business models and strong earnings growth, though valuation sensitivity persists in a higher-rate environment. Both ETFs benefit from these thematic tailwinds while facing concentration risks in a handful of mega-cap names.
In recent market cycles, both ETFs have exhibited sensitivity to technology sector rotations and earnings reports from dominant holdings. VUG’s broader index replication has provided consistent exposure aligned with the overall growth benchmark, resulting in lower relative volatility compared to more concentrated active strategies. WINN’s active selection has allowed tactical adjustments to holdings, potentially enhancing responsiveness to shifting fundamentals in areas such as semiconductors and software. Over broader timeframes, VUG’s cost advantage supports compounding efficiency, while WINN’s approach targets differentiation through security selection. Relative positioning highlights VUG’s emphasis on market-cap weighting versus WINN’s conviction-based allocations, leading to modest differences in sector tilts and turnover.
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. Visit the AI Screener to explore data-driven insights for ETF and equity selection.
Based on structural strength, cost efficiency, diversification profile, and alignment with broad growth trends, Tickeron’s AI would currently favor Vanguard Growth ETF (VUG). Its passive index methodology, significantly lower expense ratio, and extensive holdings provide a robust, scalable framework for long-term large-cap growth exposure with reduced operational costs. While Harbor Long-Term Growers ETF (WINN) offers active management potential, the probabilistic edge lies with VUG’s efficient replication of established growth benchmarks in the prevailing market environment.
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VUG may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options. In 41 of 42 cases where VUG'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 RSI Indicator points to a transition from a downward trend to an upward trend -- in cases where VUG's RSI Indicator exited the oversold zone, 26 of 29 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 4 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 +2.51% 3-day Advance, the price is estimated to grow further. Considering data from situations where VUG advanced for three days, in 298 of 352 cases, the price rose further within the following month. The odds of a continued upward trend are 85%.
The Momentum Indicator moved below the 0 level on October 14, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on VUG as a result. In 67 of 80 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 84%.
The Moving Average Convergence Divergence Histogram (MACD) for VUG 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 49 similar instances when the indicator turned negative. In 37 of the 49 cases the stock turned lower in the days that followed. This puts the odds of success at 76%.
VUG moved below its 50-day moving average on October 22, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for VUG crossed bearishly below the 50-day moving average on October 26, 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 VUG 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 VUG entered a downward trend on November 06, 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 price of this ticker is presumed to bounce back soon, since the longer the ticker stays in the oversold zone, the more promptly an uptrend is expected.
The RSI Oscillator points to a transition from a downward trend to an upward trend -- in cases where WINN's RSI Indicator exited the oversold zone, 22 of 26 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 85%.
Following a +2.02% 3-day Advance, the price is estimated to grow further. Considering data from situations where WINN advanced for three days, in 284 of 329 cases, the price rose further within the following month. The odds of a continued upward trend are 86%.
WINN may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
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 WINN as a result. In 61 of 77 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 79%.
The Moving Average Convergence Divergence Histogram (MACD) for WINN 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 40 similar instances when the indicator turned negative. In 31 of the 40 cases the stock turned lower in the days that followed. This puts the odds of success at 77%.
WINN 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 WINN crossed bearishly below the 50-day moving average on October 27, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 14 of 17 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 82%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where WINN 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%.
The Aroon Indicator for WINN entered a downward trend on November 06, 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.
| VUG | WINN | |
|---|---|---|
| RSI ODDS (%) | 2 days ago 90% | 2 days ago 85% |
| Stochastic ODDS (%) | 2 days ago 87% | 2 days ago 90% |
| Momentum ODDS (%) | 2 days ago 84% | 2 days ago 79% |
| MACD ODDS (%) | 2 days ago 76% | 2 days ago 77% |
| TrendWeek ODDS (%) | 2 days ago 80% | 2 days ago 78% |
| TrendMonth ODDS (%) | 2 days ago 86% | 2 days ago 84% |
| Advances ODDS (%) | 4 days ago 85% | 4 days ago 86% |
| Declines ODDS (%) | 6 days ago 80% | 6 days ago 78% |
| BollingerBands ODDS (%) | 2 days ago 90% | 2 days ago 90% |
| Aroon ODDS (%) | 2 days ago 88% | 2 days ago 83% |
A.I.dvisor indicates that over the last year, WINN has been closely correlated with NVDA. These tickers have moved in lockstep 73% of the time. This A.I.-generated data suggests there is a high statistical probability that if WINN jumps, then NVDA could also see price increases.
| Ticker / NAME | Correlation To WINN | 1D Price Change % | ||
|---|---|---|---|---|
| WINN | 100% | +1.15% | ||
| NVDA - WINN | 73% Closely correlated | +2.78% | ||
| TSM - WINN | 72% Closely correlated | +6.33% | ||
| HOOD - WINN | 63% Loosely correlated | +3.21% | ||
| LRCX - WINN | 61% Loosely correlated | +8.23% | ||
| GS - WINN | 60% Loosely correlated | -0.36% | ||
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