Consecutive Lower Low Analysis · 2,638 Bearish Data Points

USD/JPY Consecutive
Lower Low Day Statistics

Data-focused USD/JPY Daily lower low streak research uncovering the relationship between consecutive bearish sessions, declining momentum strength, and increasing mean reversion probability.

Updated Apr 4, 2026 n = 2,638 bearish Daily TF
Sample
2,638
Total bearish data points
Base Rate
49.31%
Single day bearish probability
Reversal Signal
88.19%
Reversal probability after 3 lower lows
Streak Analysis

Consecutive Lower Low Day Probabilities

Bearish Momentum Focus
Bearish Continuation

Lower Low Breakdown

2,638 obs.
Streak (Lower Lows)OccurrencesContinue %Reversal %
1 Day129049.31%50.69%
2 Day71727.41%72.59%
3 Day Signal30911.81%88.19%
4 Day1596.08%93.92%
5 Day793.02%96.98%
6 Day321.22%98.78%
7 Day190.73%99.27%
8 Day80.31%99.69%
9 Day20.08%99.92%
10 Day10.04%99.96%
11+ Day00.00%100.00%

Maximum recorded streak: 10 consecutive lower lows. Beyond 5 days, reversal probability exceeds 96%.

Frequency

Lower Low Streak Distribution

Occurrences

Most lower low streaks end within 2 days; longer streaks become increasingly rare.

Mean-Reversion Signal

Reversal Probability by Lower Low Streak

Reversal %

After 3 consecutive lower lows, reversal probability exceeds 88% — a high-confidence mean-reversion signal.

Visual Breakdown

Lower Low Continuation vs Reversal

Observations

Key Trading Insights

Insight 1

Single-Day Lower Lows Are Most Common

1,290 occurrences — reflecting the choppy price action of USD/JPY. A single lower low provides no strong directional edge.

Insight 2

Two-Day Lower Lows Resist Continuation

After 2 lower lows, only 27.41% continue — 72.59% reverse. Weak bearish persistence.

Insight 3 · Key Signal

Three Days Signals Very High Reversal

After 3 lower lows, 88.19% reverse. Only 11.81% continue — powerful mean-reversion trigger for long entries.

Insight 4

Extended Downward Streaks Are Rare

Only 6.08% of streaks last 4+ days. Beyond 5 days, reversal >96%. Maximum observed: 10 days.

Potential Trading Application

Extended streaks of consecutive lower lows demonstrate increasing bearish momentum but also exhaustion. After 3+ lower lows, reversal probability exceeds 88%. Consider:

Scaling into longs after 3+ lower lows due to high reversal probability
Taking profits on shorts after 2-day lower low runs
Past performance does not guarantee future results. Combine with technical/fundamental analysis.
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