Why We Flagged VEEV but Only Watched SEDG
How did SolarEdge Technologies (SEDG) and Veeva Systems (VEEV) fare under JumpstartSignal's 5-stage screening pipeline across our full 2012–2025 walk-forward backtest? We flagged SEDG 10 times (26 signal days, first signal in 2017) and VEEV 1 time (2 signal days, first signal in 2017). Every entry price, return, and SPY comparison below is from the frozen backtest snapshot.
📌 Note: SEDG only ever reached our MONITOR watchlist tier, it was never promoted to a SPOTLIGHT or OPPORTUNITY buy signal. VEEV did reach SPOTLIGHT or OPPORTUNITY. That asymmetry is the story of this comparison.
Head-to-Head Stats
SEDG 📌 MONITOR SolarEdge Technologies · Technology
VEEV ✅ OPPORTUNITY Veeva Systems · Healthcare
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.
SEDG Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Aug 21, 2017 | $26.05 | +19% | +223% | -204% |
| Sep 12, 2017 | $26.40 | +17% | +214% | -197% |
| Nov 8, 2017 | $32.50 | -5% | +202% | -206% |
| Apr 4, 2018 | $54.60 | -43% | +194% | -237% |
| May 22, 2018 | $61.65 | -50% | +183% | -233% |
| Jun 24, 2019 | $60.54 | -49% | +157% | -206% |
| Jul 11, 2019 | $60.76 | -49% | +152% | -202% |
| Aug 22, 2019 | $80.90 | -62% | +165% | -227% |
| Sep 19, 2019 | $89.42 | -65% | +151% | -216% |
| Nov 10, 2025 | $45.38 | -32% | +2% | -33% |
VEEV Signal Clusters
| Entry Date | Entry Price | Return | SPY Return | Alpha vs SPY |
|---|---|---|---|---|
| Feb 6, 2017 | $43.31 | +371% | +246% | +125% |
What This Teaches
You can admire a stock and still never get a trade on it. SEDG: 10 signal clusters across our backtest. VEEV: 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.
Compare More
Get signals like these delivered daily
Free daily signals from the same 5-stage pipeline that flagged these entries.
No spam. Unsubscribe in one click.
FAQ
Did JumpstartSignal ever buy SEDG?
No. SEDG 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. VEEV, by contrast, did reach SPOTLIGHT or OPPORTUNITY in our pipeline; that asymmetry is the core story of this page.
Is SEDG or VEEV a better momentum stock?
These two are not directly comparable as momentum buys. SEDG only ever cleared the MONITOR watchlist (10 clusters, never promoted to a buy), so it has no buy-tier alpha. VEEV reached our buy tiers and averaged +125% alpha per buy signal across 1 cluster. MONITOR signals are watch-only and not comparable to executed buy signals.
When did JumpstartSignal first flag SEDG?
Aug 21, 2017 at an entry price of $26.05 (MONITOR watchlist tier only). That signal has returned +19% held to the snapshot date, versus +223% for SPY over the same period.
When did JumpstartSignal first flag VEEV?
Feb 6, 2017 at an entry price of $43.31 (SPOTLIGHT or OPPORTUNITY buy signal). That signal has returned +371% held to the snapshot date, versus +246% 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.