ASTER / USDT1h

ASTER EMA Cross (9/21) Strategy (1h) - Backtest Results

Price Action & Trades

ASTER / 1h

Recent Trade History (Live Proof)

Entry DateJan 23, 02:00
Exit DateJan 25, 07:00
TypeLong
Entry Price$0.6170
Exit Price$0.6430
PnL+4.21%
Entry DateJan 21, 09:00
Exit DateJan 22, 17:00
TypeLong
Entry Price$0.6020
Exit Price$0.6110
PnL+1.5%
Entry DateJan 17, 01:00
Exit DateJan 17, 23:00
TypeLong
Entry Price$0.7200
Exit Price$0.7140
PnL-0.83%
Entry DateJan 15, 07:00
Exit DateJan 15, 14:00
TypeLong
Entry Price$0.7520
Exit Price$0.7400
PnL-1.6%
Entry DateJan 13, 10:00
Exit DateJan 15, 02:00
TypeLong
Entry Price$0.7000
Exit Price$0.7360
PnL+5.14%
Entry DateJan 10, 12:00
Exit DateJan 11, 18:00
TypeLong
Entry Price$0.7170
Exit Price$0.7200
PnL+0.42%
Entry DateJan 5, 15:00
Exit DateJan 6, 17:00
TypeLong
Entry Price$0.7770
Exit Price$0.7440
PnL-4.25%
Entry DateJan 3, 16:00
Exit DateJan 5, 08:00
TypeLong
Entry Price$0.7480
Exit Price$0.7590
PnL+1.47%
Entry DateJan 1, 01:00
Exit DateJan 3, 10:00
TypeLong
Entry Price$0.6940
Exit Price$0.7320
PnL+5.48%
Entry DateDec 31, 06:00
Exit DateDec 31, 15:00
TypeLong
Entry Price$0.6960
Exit Price$0.6900
PnL-0.86%
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Equity Curve

$-218.62
2025-11-092025-11-222025-12-042025-12-172025-12-302026-01-112026-01-28$0k$0.3k$0.6k$0.9k$1.2k

AI Deep AnalysisPowered by algorithmic insights

Performance Assessment

With only 37.5% winners, this is an outlier-hunting strategy. The few wins must cover many small losses.

Risk-Reward Profile

Low PF (0.62) combined with this win rate makes the setup high-variance. Trade cautiously.

Signal Frequency

This volume (40 trades) means the EMA Cross (9/21) is highly responsive to ASTER price action.

Optimization Insight

Consider testing Bollinger Band periods of 18-22 candles for potential ASTER optimization.

Position Sizing

Kelly Criterion suggests minimal position sizing for this edge.

Timeframe Analysis

The 1h timeframe reduces overnight gap risk while capturing meaningful moves.

Analysis based on 40 trades
Review Recommended

Performance Metrics

Win Rate
37.5%
Profit Factor
0.62
Total Trades
40
Data Period
Last 3 Months

About The EMA Cross (9/21) Strategy

After thorough validation, the ASTER EMA Cross (9/21) configuration shows a system ASTER swing trading delivers 0.62x returns.

Backtest Methodology

The performance metrics for this ASTER strategy are derived from institutional-grade market data. We process tick-level price movements aggregated into 1h candles, ensuring no gaps or anomalies affect the results. With 40 completed trades achieving a 37.5% success rate, the data reliability is exceptionally high.

Key Takeaways

  • EMA Cross (9/21) rules are fully automatable.
  • No discretionary decisions in entry/exit logic.
  • Bot execution eliminates emotional trading on ASTER.

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