From 43% to 110%: How 15-Minute ML AI Agent with Inverse ETF Strategy Outperformed Its 60-Minute Predecessor

As AI continues to transform financial trading, Tickeron’s evolution of its Financial Learning Models (FLMs) demonstrates how intelligent design, faster machine learning cycles, and hedging tools can dramatically improve trading performance. A comparison between two NVIDIA-focused AI Agents illustrates this breakthrough:

The result? A leap from 43% to 110% annualized return—proving the power of shorter time frames and strategic hedging.

 

AI Agent #1: 60-Minute NVDA Trading Bot

Annualized Return: 43%


https://tickeron.com/bot-trading/1552-NVDA-Trading-Results-AI-Trading-Agent-60-min/

 

Overview:

This bot focuses exclusively on NVDA, a tech giant and pioneer in GPU-accelerated computing, dominating markets like gaming, data centers, AI, and autonomous vehicles. Designed with simplicity for beginners, it operates on intraday (H1, H4) timeframes with daily filters for exits.

Key Features:

Pros:

Limitations:

AI Agent #2: NVDA/SOXS 15-Minute Double Agent


Annualized Return: 110%

https://tickeron.com/bot-trading/3233-NVDA-SOXS-Trading-Results-AI-Trading-Double-Agent-15min/

Overview:

This upgraded agent utilizes a dual-ticker approach combining NVDA with SOXS, a 3x inverse ETF tracking the semiconductor sector. By integrating shorter ML intervals (15 minutes), the bot enhances entry precision while managing downside risk with a built-in hedge.

Key Features:

Pros:

Why SOXS Works:

SOXS, the Direxion Daily Semiconductor Bear 3X Shares ETF, acts as a counterbalance to NVDA’s long positions. Inverse ETFs provide the ability to profit from downturns, reducing drawdowns and maximizing net returns when combined with predictive AI logic.

 

FLMs: The Core of Both Agents

Tickeron’s Financial Learning Models (FLMs) enable both bots to continuously scan and interpret large volumes of price, fundamental, and macroeconomic data. These models:

The 15-minute model refines this capability even further, enabling higher-frequency insight into market fluctuations.

 

📈 Performance Summary

Feature

AI Agent #1 (NVDA Only, 60min)

AI Agent #2 (NVDA + SOXS, 15min)

ML Time Frame

60 minutes

15 minutes

Annualized Return

43%

110%

Hedging Capability

None

Yes (via SOXS)

Entry Precision

Moderate

High

Volatility Resilience

Medium

High

Max Open Positions

5–10

Up to 10

Strategy Type

Long-only

Long + Inverse ETF

 

🧠 Conclusion: Why the 15-Minute ML Strategy Wins

Tickeron’s 15-minute AI Trading Agent proves that speed, precision, and diversification through inverse ETFs can dramatically enhance returns. By integrating SOXS to hedge NVDA exposure and leveraging high-frequency ML analytics, the Double Agent Bot has effectively more than doubled the return compared to its 60-minute predecessor.

For traders seeking greater upside with intelligent risk mitigation, this marks the next generation of AI-powered, pattern-based trading.

➡️ Explore the NVDA/SOXS Double Agent Bot today at https://tickeron.com/bot-trading/ 

Disclaimers and Limitations

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