The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-10-27, QQQ $721.25): session +1.27% · 5-day +0.50% · vs 200-DMA +6.3% · below 52-week high -5.1% · RSI2=83 · VIX 17.5 · policy rate 3.63% (1-year -0.48)
Closest analog 2019-10-04 (distance 0.35): session +1.47% · 5-day +0.95% · vs 200-DMA +4.8% · below 52-week high -3.3% · RSI2=78 · VIX 17.0 · policy rate 1.82% (1-year -0.36)
What followed: next day -0.30% ·
5-day +1.22% ·
20-day +5.33%
Side by side | 2026-10-27 (prior session) +1.27% ↔ 2019-10-04 +1.47%; today maps to the day after 2019-10-04, which was -0.30% (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 |
| 2019-10-04 |
0.35 |
+1.47% |
-0.30% |
+1.22% |
78 |
+5.33% |
| 2026-02-24 |
0.38 |
+1.07% |
+1.45% |
-1.03% |
66 |
-3.93% |
| 2024-04-23 |
0.39 |
+1.49% |
+0.34% |
-0.11% |
74 |
+7.23% |
| 2025-01-03 |
0.40 |
+1.64% |
+1.15% |
-2.51% |
74 |
+1.14% |
| 2019-08-16 |
0.41 |
+1.61% |
+1.59% |
-1.84% |
67 |
+3.34% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.41% (up 70% of the time, range -2.5% to +2.7%) · 5-day -0.20% (45%) · 20-day +1.51% (75%)
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 1999-03-22–2026-10-27 (6944 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.