CSCO vs NFLX: Buy Signal vs Watchlist-Only
How did Cisco Systems (CSCO) and Netflix (NFLX) fare under JumpstartSignal's 5-stage screening pipeline across our full 2012–2025 walk-forward backtest? We flagged CSCO 1 time (5 signal days, first signal in 2025) and NFLX 15 times (188 signal days, first signal in 2014). Every entry price, return, and SPY comparison below is from the frozen backtest snapshot.
📌 Note: NFLX only ever reached our MONITOR watchlist tier, it was never promoted to a SPOTLIGHT or OPPORTUNITY buy signal. CSCO did reach SPOTLIGHT or OPPORTUNITY. That asymmetry is the story of this comparison.
Head-to-Head Stats
CSCO 🏆 SPOTLIGHT Cisco Systems · Technology
NFLX 📌 MONITOR Netflix · Communication Services
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.
CSCO Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Oct 14, 2025 | $68.66 | +14% | +4% | +10% |
NFLX Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Feb 5, 2014 | $5.78 | +1344% | +381% | +964% |
| Jul 27, 2017 | $18.27 | +357% | +218% | +139% |
| Jun 25, 2020 | $44.34 | +88% | +147% | -59% |
| Aug 26, 2020 | $54.75 | +52% | +113% | -61% |
| Oct 13, 2020 | $53.08 | +57% | +112% | -55% |
| Oct 19, 2021 | $63.90 | +31% | +62% | -31% |
| May 26, 2023 | $37.89 | +120% | +69% | +51% |
| Nov 8, 2023 | $43.52 | +92% | +63% | +29% |
| Dec 13, 2023 | $47.21 | +77% | +50% | +27% |
| Jan 11, 2024 | $49.22 | +70% | +48% | +22% |
| May 7, 2024 | $60.60 | +38% | +36% | +2% |
| Aug 15, 2024 | $66.32 | +26% | +26% | 0% |
| Nov 25, 2024 | $86.56 | -4% | +16% | -20% |
| Jan 22, 2025 | $95.40 | -12% | +14% | -27% |
| Mar 5, 2025 | $95.00 | -12% | +22% | -34% |
What This Teaches
You can admire a stock and still never get a trade on it. NFLX: 15 signal clusters across our backtest. CSCO: 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 NFLX?
No. NFLX 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. CSCO, by contrast, did reach SPOTLIGHT or OPPORTUNITY in our pipeline; that asymmetry is the core story of this page.
Is CSCO or NFLX a better momentum stock?
In our 14-year backtest, CSCO had an average alpha of +10% per signal versus +63% for NFLX. CSCO produced 1 SPOTLIGHT or OPPORTUNITY buy-signal cluster vs 15 MONITOR watchlist clusters for NFLX. Note the tier difference: MONITOR clusters are watchlist-only and were never promoted to buy signals, so cluster counts are not directly comparable across tiers.
When did JumpstartSignal first flag CSCO?
Oct 14, 2025 at an entry price of $68.66 (SPOTLIGHT or OPPORTUNITY buy signal). That signal has returned +14% held to the snapshot date, versus +4% for SPY over the same period.
When did JumpstartSignal first flag NFLX?
Feb 5, 2014 at an entry price of $5.78 (MONITOR watchlist tier only). That signal has returned +1344% held to the snapshot date, versus +381% 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 R27 walk-forward validated backtest covering 2012–2025 (the 'seo_active' snapshot in our golden archive). Entry prices, returns, and SPY comparisons are computed from Stooq end-of-day OHLCV and frozen at snapshot time. See our methodology for details.