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๐Ÿค” COMPARE ยท CSCO ยท SMCI

CSCO vs SMCI: Head-to-Head Signal Returns (2012โ€“2025)

How did Cisco Systems (CSCO) and Super Micro Computer (SMCI) fare under JumpstartSignal's 5-stage screening pipeline across our full 2012โ€“2025 walk-forward backtest? We flagged CSCO 1 time (5 signal days, first signal in 2025) and SMCI 3 times (9 signal days, first signal in 2022). Every entry price, return, and SPY comparison below is from the frozen backtest snapshot.

Verdict: Across the 2012โ€“2025 backtest, SMCI led CSCO by +132% average alpha, flagged across 3 clusters vs 1 for CSCO. The strongest SMCI print was +280% held from Nov 4, 2022. Same sector (Technology) on both sides, so this isn't a sector bet, it's a setup-quality comparison.

Head-to-Head Stats

CSCO ๐Ÿ† SPOTLIGHT Cisco Systems ยท Technology

+14%
Best signal return (held to Feb 1, 2026)
Avg alpha vs SPY+10%
Win rate100% (1/1)
First flaggedOct 14, 2025
First entry price$68.66
Total signal days5

SMCI ๐Ÿ† SPOTLIGHT Super Micro Computer ยท Technology

+280%
Best signal return (held to Feb 1, 2026)
Avg alpha vs SPY+141%
Win rate100% (3/3)
First flaggedNov 4, 2022
First entry price$7.66
Total signal days9

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 DateEntry PriceReturnSPY ReturnAlpha vs SPY
Oct 14, 2025 $68.66 +14% +4% +10%

SMCI Signal Clusters

Entry DateEntry PriceReturnSPY ReturnAlpha vs SPY
Nov 4, 2022 $7.66 +280% +90% +190%
Feb 17, 2023 $8.67 +236% +79% +157%
Mar 22, 2023 $11.25 +159% +81% +78%

What This Teaches

Which stock a quant system picks more often says more about price-action shape than about the business. SMCI kept printing clean golden-cross + breakout-volume setups (3 distinct clusters over 14 years); CSCO printed them 1ร— in the same window. Same universe, same rules, different output, and that is exactly what a rules-based pipeline is supposed to produce.

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FAQ

Is CSCO or SMCI a better momentum stock?

In our 14-year backtest, CSCO had an average alpha of +10% per signal versus +141% for SMCI. CSCO produced 1 SPOTLIGHT or OPPORTUNITY buy-signal cluster vs 3 SPOTLIGHT or OPPORTUNITY buy-signal clusters for SMCI.

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 SMCI?

Nov 4, 2022 at an entry price of $7.66 (SPOTLIGHT or OPPORTUNITY buy signal). That signal has returned +280% held to the snapshot date, versus +90% 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 2012โ€“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.