The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-08-31, QQQ $716.76): session +0.05% · 5-day +1.48% · vs 200-DMA +9.3% · below 52-week high -3.9% · RSI2=55 · VIX 14.9 · policy rate 3.63% (1-year -0.70)
Closest analog 2019-12-09 (distance 0.45): session -0.45% · 5-day +0.53% · vs 200-DMA +8.5% · below 52-week high -1.0% · RSI2=55 · VIX 15.9 · policy rate 1.55% (1-year -0.64)
What followed: next day -0.08% ·
5-day +2.55% ·
20-day +6.41%
Side by side | 2026-08-31 (prior session) +0.05% ↔ 2019-12-09 -0.45%; today maps to the day after 2019-12-09, which was -0.08% (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 |
| 2019-12-09 |
0.45 |
-0.45% |
-0.08% |
+2.55% |
55 |
+6.41% |
| 2025-09-04 |
0.46 |
+0.91% |
+0.14% |
+1.54% |
79 |
+5.30% |
| 2019-09-19 |
0.46 |
+0.17% |
-1.06% |
-1.79% |
75 |
+0.37% |
| 2024-10-30 |
0.47 |
-0.76% |
-2.52% |
+1.85% |
43 |
+1.80% |
| 2018-09-18 |
0.47 |
+0.83% |
-0.08% |
+0.71% |
54 |
-3.07% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean -0.18% (up 50% of the time, range -2.5% to +2%) · 5-day -0.10% (60%) · 20-day +0.81% (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 1999-03-22–2026-08-31 (6904 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.