APP vs CSCO: SPOTLIGHT Buys vs MONITOR Signals
How did AppLovin Corporation (APP) and Cisco Systems (CSCO) fare under JumpstartSignal's 5-stage screening pipeline across our full 2012–2025 walk-forward backtest? We flagged APP 1 time (1 signal day, first signal in 2024) and CSCO 6 times (132 signal days, first signal in 2023). Every entry price, return, and SPY comparison below is from the frozen backtest snapshot.
📌 Note: CSCO only ever reached our MONITOR watchlist tier, it was never promoted to a SPOTLIGHT or OPPORTUNITY buy signal. APP did reach SPOTLIGHT or OPPORTUNITY. That asymmetry is the story of this comparison.
Head-to-Head Stats
APP ✅ OPPORTUNITY AppLovin Corporation · Technology
CSCO 📌 MONITOR Cisco Systems · Technology
Per-Signal Returns
Each bar below shows the best return from one signal cluster, held from the entry date through Feb 1, 2026. The SPY return over the same period is shown alongside each entry, alpha is the gap between the two.
APP Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Jun 28, 2024 | $83.22 | +468% | +28% | +440% |
CSCO Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Aug 21, 2023 | $55.24 | +42% | +62% | -20% |
| Nov 15, 2024 | $57.01 | +37% | +18% | +19% |
| Jan 15, 2025 | $59.82 | +31% | +17% | +14% |
| Feb 3, 2025 | $61.04 | +28% | +16% | +12% |
| May 20, 2025 | $63.05 | +24% | +17% | +7% |
| Oct 2, 2025 | $68.31 | +15% | +3% | +11% |
What This Teaches
You can admire a stock and still never get a trade on it. CSCO: 6 signal clusters across our backtest. APP: 1. The screener doesn't know which is the 'better' company; it just rewards whichever chart keeps producing the entries our weights favour. Publishing both the hits and the misses is how we keep the methodology honest.
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FAQ
Did JumpstartSignal ever buy CSCO?
No. CSCO only ever cleared our weekly MONITOR tier, a watchlist of stocks matching some but not all of our buy criteria. MONITOR signals are published for research context, not executed as trades; only SPOTLIGHT and OPPORTUNITY signals enter the backtested portfolio. APP, by contrast, did reach SPOTLIGHT or OPPORTUNITY in our pipeline; that asymmetry is the core story of this page.
Is APP or CSCO a better momentum stock?
These two are not directly comparable as momentum buys. APP reached our buy tiers and averaged +440% alpha per buy signal across 1 cluster. CSCO only ever cleared the MONITOR watchlist (6 clusters, never promoted to a buy), so it has no buy-tier alpha. MONITOR signals are watch-only and not comparable to executed buy signals.
When did JumpstartSignal first flag APP?
Jun 28, 2024 at an entry price of $83.22 (SPOTLIGHT or OPPORTUNITY buy signal). That signal has returned +468% held to the snapshot date, versus +28% for SPY over the same period.
When did JumpstartSignal first flag CSCO?
Aug 21, 2023 at an entry price of $55.24 (MONITOR watchlist tier only). That signal has returned +42% held to the snapshot date, versus +62% for SPY.
Does this mean one stock is a buy and the other isn't?
No. Historical signal frequency and past returns are not buy recommendations. Our pipeline identifies entries that would have matched the template historically. Past performance does not guarantee future results. Use these pages as methodology research, not investment advice.
Where does the underlying data come from?
All entries on this page come from the R30 walk-forward validated backtest covering 2012-2025 (the 'seo_active' snapshot in our golden archive). Entry prices, returns, and SPY comparisons are computed from end-of-day OHLCV and frozen at snapshot time. See our methodology for details.