The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-09-30, QQQ $739.77): session +0.25% · 5-day -0.19% · vs 200-DMA +10.9% · below 52-week high -1.0% · RSI2=60 · VIX 16.3 · policy rate 3.63% (1-year -0.46)
Closest analog 2025-07-02 (distance 0.38): session +0.70% · 5-day +1.78% · vs 200-DMA +9.5% · below 52-week high -0.1% · RSI2=70 · VIX 16.6 · policy rate 4.33% (1-year -1.00)
What followed: next day +0.98% ·
5-day +0.84% ·
20-day +2.58%
Side by side | 2026-09-30 (prior session) +0.25% ↔ 2025-07-02 +0.70%; today maps to the day after 2025-07-02, which was +0.98% (single days are mostly coincidence — the Top-20 statistics below are more reliable)
| Analog (top 5) | Distance |
That day |
Next day |
5 days on |
RSI2 then |
20 days on |
| 2025-07-02 |
0.38 |
+0.70% |
+0.98% |
+0.84% |
70 |
+2.58% |
| 2017-09-06 |
0.39 |
+0.30% |
+0.23% |
+0.89% |
52 |
+0.62% |
| 2019-09-17 |
0.39 |
+0.48% |
-0.04% |
-2.40% |
65 |
+0.48% |
| 2025-09-04 |
0.39 |
+0.91% |
+0.14% |
+1.54% |
79 |
+5.30% |
| 2025-07-23 |
0.40 |
+0.46% |
+0.21% |
+0.75% |
70 |
+0.37% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.30% (up 85% of the time, range -1.3% to +1.4%) · 5-day -0.09% (60%) · 20-day +0.60% (70%)
Note: QQQ drifts up over time, so the unconditional probability of any given next day being positive is already about 55%. Compare the “up %” above against that baseline, not against 50%.
25 features in three equally weighted groups: price position (return / distance to moving averages / position in the 52-week range / trend slope / consecutive up-down days / gaps) + technicals (RSI2 / RSI14 / volatility / relative volume / volume trend / range / KDJ-J / Bollinger %B / MACD histogram) + environment (VIX / rate cycle / credit spreads / dollar index / oil / S&P P/E / CBOE equity P/C / AAII bull-bear spread). Weighted z-score Euclidean distance; matching pool 1999-03-22–2026-09-30 (6925 days, excluding ±60 days around the target). Narrative context, not a trading signal: after four rounds of feature engineering the Top-1 next-day directional hit rate tops out at 54.9%, still below the 57% you get by always guessing up. The data is given in full, but do not use it for direction — it answers “which historical setup does today resemble”, not “will tomorrow be up or down”.
Research output, not investment advice.