Home  |  How It Works  |  Results  |  All Reports  |  Latest
๐Ÿ† CASE STUDY ยท ANET ยท Technology

ANET Case Study: Caught 15 times between 2016 and 2024

JumpstartSignal flagged Arista Networks (ANET) on 15 individual trading days across 7 signal clusters between 2016 and 2024.

Nov 7, 2016 First flagged
$5.37
+2540% Best return
(vs +274% SPY)
15 Signal days
7 clusters
75 Avg score
out of 100
Signal Breakdown
๐Ÿ† 1 SPOTLIGHT โœ… 14 OPPORTUNITY ๐Ÿ“Œ 662 MONITOR
Win Rate
100% (15/15 positive)
Price Buckets
๐Ÿš€ Growth ($5โ€“$20) ยท โš–๏ธ Momentum ($20โ€“$100)

About Arista Networks

Arista Networks provides software-driven networking solutions for large data centers, AI, campus, and routing environments, offering high-performance switches, ultra-low latency platforms, network observability, security, and automation tools like CloudVision and DANZ Monitoring Fabric.

The Story

Arista Networks would have first appeared in JumpstartSignal's screening pipeline in November 2016, trading at just $5.37 (split-adjusted). At the time, Arista was a niche cloud networking vendor competing against Cisco. The idea that hyperscale data centre spending would drive its stock past $140 was still years away. Our system identified a combination of strong fundamental quality and bullish technical momentum. In backtesting, Arista triggered signals across 7 distinct clusters over eight years, from its early growth phase through the AI infrastructure build-out, generating 15 individual signal days with a mix of SPOTLIGHT and OPPORTUNITY appearances.

Signal Log: All 15 Days

Every day ANET passed our 5-stage pipeline, with the signal level and score breakdown. How scoring works โ†’

Cluster 1 ยท Nov '16 ยท 3 signals ยท best return +2540%
โœ… OPP 71/100 (Q:49 E:12 S:0 B:10) +2540%
โœ… OPP 72/100 (Q:49 E:13 S:0 B:10) +2540%
โœ… OPP 72/100 (Q:49 E:13 S:0 B:10) +2482%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 2 ยท Aug '17 ยท 2 signals ยท best return +1218%
โœ… OPP 75/100 (Q:55 E:10 S:0 B:10) +1218%
โœ… OPP 75/100 (Q:55 E:10 S:0 B:10) +1205%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 3 ยท Nov '17 ยท 1 signal ยท best return +997%
โœ… OPP 73/100 (Q:55 E:8 S:0 B:10) +997%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 4 ยท Oct '21 ยท 5 signals ยท best return +487%
โœ… OPP 78/100 (Q:58 E:10 S:0 B:10) +482%
โœ… OPP 76/100 (Q:58 E:8 S:0 B:10) +474%
โœ… OPP 76/100 (Q:58 E:8 S:0 B:10) +473%
โœ… OPP 76/100 (Q:58 E:8 S:0 B:10) +481%
โœ… OPP 76/100 (Q:58 E:8 S:0 B:10) +487%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 5 ยท Nov '23 ยท 1 signal ยท best return +169%
โœ… OPP 80/100 (Q:58 E:12 S:0 B:10) +169%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 6 ยท May '24 ยท 2 signals ยท best return +79%
โœ… OPP 72/100 (Q:54 E:8 S:0 B:10) +78%
โœ… OPP 72/100 (Q:54 E:8 S:0 B:10) +79%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’
Cluster 7 ยท Aug '24 ยท 1 signal ยท best return +60%
๐Ÿ† SPOT 75/100 (Q:52 E:13 S:0 B:10) +60%
๐Ÿ† SPOTLIGHT โœ… OPPORTUNITY ๐Ÿ“Œ MONITOR ๐Ÿ“ˆ Deep dive on TradingView โ†’

Returns measured from entry price to 2026-02-01. Split-adjusted OHLCV. Score breakdown: Q=quality (0โ€“60), E=entry (0โ€“20), S=sentiment (0โ€“10), B=sector bonus (0โ€“10). Sentiment scores show as 0 because backtests use historical data, AI news sentiment analysis is only available in our live daily screening. In live mode, positive news coverage typically adds 5โ€“10 points. Past performance does not indicate future results.

What If You Invested $10,000 at the First Signal?

$10,000 in ANET on Nov 7, 2016 $263,950
$10,000 in SPY on the same day $37,390

Hypothetical buy-and-hold from first signal date to 2026-02-01. Not investment advice.

What This Teaches

Arista Networks shows how the system handles a stock that evolves through multiple market regimes. Early signals (2016โ€“2018) caught the initial cloud networking growth story. Later clusters (2021โ€“2024) reflected the AI infrastructure tailwind, a completely different catalyst, but the same underlying pattern of strong fundamentals meeting bullish momentum. The mix of signal levels is instructive: not every appearance was SPOTLIGHT. The system's scoring naturally reflected periods of stronger and weaker conviction, giving investors a nuanced view rather than a binary buy/don't-buy.

See how the full 5-stage pipeline and scoring system works โ†’

Explore More

Free โ€” Always

Get signals like these delivered daily

When stocks pass all 5 stages of our screening system, the signal lands in your inbox each trading day.

Your subscription could not be saved. Please try again.
Your subscription has been successful.

No spam. Unsubscribe in one click.

Frequently Asked Questions

How many individual signal days did ANET have?
ANET was flagged on 677 total signal days. Of those, 1 reached SPOTLIGHT and 14 reached OPPORTUNITY, grouped into 7 clusters (consecutive daily signals within 14 days are grouped). An additional 662 days scored at MONITOR level, shown in the signal breakdown but not in the charts above.
What score did ANET typically achieve?
Across the 15 SPOTLIGHT/OPPORTUNITY signal days, ANET averaged a combined score of 75/100. The scoring combines fundamental quality (0โ€“60), entry timing (0โ€“20), AI news sentiment (0โ€“10), and sector bonus (0โ€“10). Note: sentiment scores are zero in backtests โ€” AI news analysis is only available in live daily screening. SPOTLIGHT requires combined โ‰ฅ75, quality โ‰ฅ51, and entry โ‰ฅ13. ANET cleared all three gates on 1 of its 15 SPOTLIGHT/OPPORTUNITY signal days.
What if I invested $10,000 in ANET at the first signal?
A $10,000 investment in ANET on Nov 7, 2016 at $5.37 would be worth $263,950 as of 2026-02-01 โ€” a return of +2540%. The same amount in SPY would be $37,390 (+274%).
Why did ANET reach SPOTLIGHT and not just OPPORTUNITY?
SPOTLIGHT requires three simultaneous gates: combined score โ‰ฅ75, quality โ‰ฅ51, and entry โ‰ฅ13. ANET cleared all three by scoring well across fundamental quality and technical momentum signals. 1 of 15 signal days reached SPOTLIGHT.
Does JumpstartSignal recommend buying ANET now?
No. JumpstartSignal is a screening tool, not investment advice. Whether ANET currently passes our 5-stage filter depends on real-time market conditions. Sign up for the free daily email to see current SPOTLIGHT and OPPORTUNITY signals.