AI Trading Robot Comparison Report HUBB/AVGO/ITA/QQQ vs. LRCX/TER/AMAT/KLAC/AMKR/ASML Powered by Tickeron Financial Learning Models (FLMs) | March 2026
Executive Summary
This report provides a direct, data-driven comparison of two AI-powered trading robots deployed on the Tickeron platform. Both robots operate on live market data using Tickeron's proprietary Financial Learning Models (FLMs), but they differ substantially in sector focus, timeframe, trade frequency, and return profile.
The HUBB/AVGO/ITA/QQQ robot is a multi-sector swing trader with a 5-minute entry / daily exit structure, capturing macro megatrends across defense, semiconductors, infrastructure, and growth tech. The LRCX/TER/AMAT/KLAC/AMKR/ASML robot is a concentrated intraday-to-swing trader operating exclusively in semiconductor equipment — one of the highest-volatility sectors in the market — on a 60-minute timeframe.
In terms of raw return, the semiconductor robot leads decisively with a 104.41% annualized return vs. 45.55%. However, the multi-sector robot achieves a superior Sharpe Ratio (2.10 vs. 1.20) and a significantly tighter drawdown profile, indicating better risk-adjusted performance per unit of volatility absorbed.
Head-to-Head Performance Comparison
|
Metric |
HUBB/AVGO/ITA/QQQ Robot |
LRCX/TER/AMAT/KLAC/AMKR/ASML Robot |
|---|---|---|
|
Trading Period |
106 days (live) |
214 days (live) |
|
Total Net Profit |
$11,605.87 |
$52,370.80 |
|
Annualized Return |
45.55% |
104.41% |
|
Win Rate |
69.59% (309/444) |
69.08% (648/938) |
|
Profit Factor |
2.18 |
3.74 |
|
Sharpe Ratio |
2.10 |
1.20 |
|
Profit/Drawdown Ratio |
6.41 |
4.71 |
|
Avg. Trade P/L |
$71.72 (wins) |
$55.83 (all trades) |
|
Avg. Winning Trade |
$71.72 |
$111.69 |
|
Avg. Losing Trade |
N/A disclosed |
$66.81 |
|
Avg. Trade Duration |
2 days |
8 days |
|
Absolute Drawdown |
$1,810.13 |
$11,127.89 |
|
Max Drawdown Per Trade |
$431.05 |
$576.46 |
|
Max Consecutive Losses ($) |
$159.15 |
$3,745.69 |
|
Timeframe |
5-minute entry / daily exit |
60-minute |
|
Max Open Positions |
10 |
Medium (94 peak) |
|
Trade Size |
$2,500–$8,250 |
$1,500 per trade |
|
Sector Focus |
Tech, Defense, Infrastructure |
Semiconductor Equipment |
|
No. of Tickers |
4 |
6 |
|
Long/Short |
Long & Short |
Long only |
Robot 1: HUBB / AVGO / ITA / QQQ
Strategy Overview
This robot is a multi-asset swing trading agent that enters on 5-minute signals and exits on the daily timeframe. FLMs cross-reference intraday momentum against broader daily trend structure, creating a dual-timeframe edge that filters false positives and maintains a high win rate.
Performance Highlights
- Total Net Profit: $11,605.87 over 106 live trading days
- Win Rate: 69.59% — 309 profitable trades out of 444 closed
- Annualized Return: 45.55% with Sharpe Ratio of 2.10
- Profit Factor: 2.18 — for every $1 lost, $2.18 was earned
- Absolute Drawdown: $1,810.13 — remarkably controlled relative to profits
- Profit/Drawdown Ratio: 6.41 — the strongest risk-adjusted metric of the two robots
- Average Trade Duration: 2 days with average win of $71.72
Underlying Ticker Tailwinds
- ITA (iShares Aerospace & Defense ETF): +17.26% in Q1 2026, driven by record global defense budgets
- AVGO (Broadcom): +16.03% over 6 months, fueled by AI infrastructure chip demand
- HUBB (Hubbell Inc.): +9.71% in Q1, benefiting from U.S. grid modernization and reshoring capex
- QQQ (Nasdaq-100): Acts as a broad-market liquidity and growth anchor for the strategy
Best Suited For
Traders seeking steady, risk-managed compounding with diversified exposure across multiple high-conviction macro themes. The low drawdown and high Sharpe Ratio make this robot particularly well-suited for capital preservation-conscious investors who still want meaningful upside.
Robot 2: LRCX / TER / AMAT / KLAC / AMKR / ASML
Strategy Overview
This robot — branded PulseBreaker 9X — operates exclusively in the semiconductor equipment sector, targeting breakout accelerations across six high-beta names on a 60-minute timeframe. It employs a micro-floating stop-loss system and dynamic profit capture targeting +4% to +7% per trade. The strategy is deliberately aggressive, favoring high-frequency capital rotation in high-volatility environments.
Performance Highlights
- Total Net Profit: $52,370.80 over 214 live trading days
- Win Rate: 69.08% — 648 profitable trades out of 938 closed
- Annualized Return: 104.41% — more than doubling capital annually
- Profit Factor: 3.74 — exceptional — $3.74 earned per $1 lost
- Average Trade Duration: 8 days — longer swing holding than Robot 1
- Average Winning Trade: $111.69 vs. Average Loss of $66.81
- Maximum Consecutive Losses: 37 trades / $3,745.69
- Absolute Drawdown: $11,127.89 — higher in dollar terms but proportionate to profits
Individual Ticker Performance
The six tickers show divergent performance profiles, providing natural diversification within the sector:
|
Ticker |
Win Rate |
1Q P/L |
6M P/L |
1Y P/L |
|---|---|---|---|---|
|
AMAT |
67.18% |
+13.59% |
+16.43% |
+11.87% |
|
AMKR |
65.89% |
+11.87% |
+27.02% |
+28.31% |
|
ASML |
87.34% |
+6.14% |
+8.89% |
+9.15% |
|
KLAC |
78.46% |
+17.24% |
+26.77% |
+26.66% |
|
LRCX |
57.69% |
+3.33% |
+14.96% |
+15.58% |
|
TER |
79.25% |
+27.26% |
+41.96% |
+42.64% |
TER (Teradyne) leads with a 79.25% win rate and +42.64% 1-year return, while ASML shows the highest individual win rate at 87.34%. LRCX is the weakest performer at 57.69%, serving as a drag on overall win rate but contributing portfolio balance.
Best Suited For
Aggressive traders comfortable with higher intraday volatility and concentrated sector exposure. The 104.41% annualized return makes this robot compelling for those prioritizing growth, while the 3.74 Profit Factor provides a meaningful margin of safety. Traders should be prepared for larger drawdown events given the sector concentration.
Comparative Analysis: Key Themes
1. Returns vs. Risk
The semiconductor robot delivers roughly 2.3x the annualized return of the multi-sector robot (104.41% vs. 45.55%). However, this comes with a higher Sharpe Ratio sacrifice: 1.20 vs. 2.10. The multi-sector robot generates more return per unit of volatility absorbed — critical for traders who weight risk-adjusted performance above raw returns.
2. Drawdown Profile
The multi-sector robot's Absolute Drawdown of $1,810.13 is 6.15x smaller than the semiconductor robot's $11,127.89. Its maximum consecutive loss is also substantially lower ($159.15 vs. $3,745.69). For traders managing multiple strategies or limited capital, the multi-sector robot provides a significantly smoother equity curve.
3. Trade Frequency & Duration
The semiconductor robot trades more frequently (938 vs. 444 closed trades) with longer average holding periods (8 days vs. 2 days). This creates larger average wins ($111.69 vs. $71.72) but also larger average losses ($66.81). The multi-sector robot's shorter duration and smaller loss profile contribute to its tighter drawdown.
4. Sector Concentration Risk
The multi-sector robot is inherently more diversified: defense (ITA), semiconductors (AVGO), electrical infrastructure (HUBB), and broad tech (QQQ) rarely all decline simultaneously. The semiconductor equipment robot's six tickers are highly correlated — when the sector corrects, all positions may move against the strategy simultaneously.
5. Complementary, Not Competing
The two robots are not alternatives to each other — they are complementary tools. Deploying both simultaneously provides: high-return semiconductor alpha (Robot 2), cross-sector macro diversification (Robot 1), a blended Sharpe Ratio superior to either robot alone, and reduced portfolio drawdown via low intra-strategy correlation during sector-specific shocks.
Recommendations by Trader Profile
Conservative / Capital Preservation Focus:
- Favor Robot 1 (HUBB/AVGO/ITA/QQQ). The 2.10 Sharpe Ratio, 6.41 Profit/Drawdown ratio, and $1,810 absolute drawdown make it the lower-stress, more consistent compounder.
Aggressive / Growth Focus:
- Favor Robot 2 (Semiconductor). The 104.41% annualized return and 3.74 Profit Factor offer exceptional upside — accept the larger drawdown as the cost of concentrated sector alpha.
Balanced / Optimal Portfolio:
- Deploy both robots simultaneously with position sizing weighted to risk tolerance. Robot 1 acts as the stabilizer; Robot 2 drives headline returns. This combination is likely to deliver superior risk-adjusted compounding versus either robot in isolation.
Key Risks to Monitor
- Semiconductor Sector Rotation: A macro shift away from AI infrastructure spending would disproportionately impact Robot 2's six tickers and AVGO within Robot 1.
- Geopolitical De-escalation: A sudden reduction in global defense spending would impact ITA's strong tailwind within Robot 1.
- Market Regime Change: Both robots are calibrated for current medium-to-high volatility environments. A sustained low-volatility, range-bound market could compress trade opportunities and reduce win rates.
- Correlation Risk: In a broad market selloff, Robot 2's concentrated positions may all draw down simultaneously, amplifying the $11,127 drawdown figure.
- Model Risk: FLMs rely on historical data patterns; unprecedented market structures may reduce signal accuracy in either robot.
-
Tickeron AI Perspective
Disclaimers and Limitations
Contributor
Serhii Bondarenko is an AI-focused trading strategist and financial markets analyst specializing in the development and application of AI trading bots and autonomous trading agents. His work combines technical analysis, fundamental analysis, and quantitative research to identify market patterns, forecast price movements, and analyze liquidity, volatility, and correlations across global stock markets. Serhii actively publishes market insights, forecasts, and trading frameworks on platforms such as Investing.com and Finextra, with a strong focus on AI-driven decision-making and next-generation algorithmic trading. His research aims to bridge the gap between traditional trading methodologies and advanced artificial intelligence, helping traders and investors navigate complex and rapidly evolving market conditions.
HUBB's RSI Indicator ascends from oversold territory
The RSI Indicator for HUBB moved out of oversold territory on September 02, 2026. This could be a sign that the stock is shifting from a downward trend to an upward trend. Traders may want to buy the stock or call options. The A.I.dvisor looked at 21 similar instances when the indicator left oversold territory. In 17 of the 21 cases the stock moved higher. This puts the odds of a move higher at 81%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Stochastic Oscillator demonstrated that the ticker has stayed in the oversold zone for 2 days, which means it's wise to expect a price bounce in the near future.
Following a +1.79% 3-day Advance, the price is estimated to grow further. Considering data from situations where HUBB advanced for three days, in 242 of 344 cases, the price rose further within the following month. The odds of a continued upward trend are 70%.
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on August 18, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on HUBB as a result. In 50 of 81 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 62%.
The Moving Average Convergence Divergence Histogram (MACD) for HUBB turned negative on September 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 51 similar instances when the indicator turned negative. In 31 of the 51 cases the stock turned lower in the days that followed. This puts the odds of success at 61%.
HUBB moved below its 50-day moving average on August 18, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for HUBB crossed bearishly below the 50-day moving average on August 24, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 9 of 14 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 64%.
The 50-day moving average for HUBB moved below the 200-day moving average on September 08, 2026. This could be a long-term bearish signal for the stock as the stock shifts to an downward trend.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where HUBB 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 53%.
The Aroon Indicator for HUBB entered a downward trend on September 18, 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.
Fundamental Analysis (Ratings)
The Tickeron Profit vs. Risk Rating rating for this company is 26 (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 85, placing this stock better than average.
The Tickeron SMR rating for this company is 40 (best 1 - 100 worst), indicating strong sales and a profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron PE Growth Rating for this company is 49 (best 1 - 100 worst), pointing to consistent earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Valuation Rating of 53 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (6.035) is normal, around the industry mean (7.763). P/E Ratio (26.461) is within average values for comparable stocks, (57.843). Projected Growth (PEG Ratio) (1.877) is also within normal values, averaging (2.920). Dividend Yield (0.013) settles around the average of (0.005) among similar stocks. P/S Ratio (3.757) is also within normal values, averaging (8.080).
The Tickeron Price Growth Rating for this company is 60 (best 1 - 100 worst), indicating steady price growth. HUBB’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.
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General Information
a manufacturer of high quality electrical and electronic products
Industry ElectricalProducts
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