The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-10-29, QQQ $715.34): session -1.42% · 5-day +1.54% · vs 200-DMA +5.3% · below 52-week high -5.8% · RSI2=34 · VIX 17.2 · policy rate 3.63% (1-year -0.49)
Closest analog 2024-04-30 (distance 0.37): session -1.89% · 5-day -0.11% · vs 200-DMA +6.7% · below 52-week high -4.9% · RSI2=25 · VIX 15.7 · policy rate 5.33% (1-year +0.50)
What followed: next day -0.72% ·
5-day +3.70% ·
20-day +7.50%
Side by side | 2026-10-29 (prior session) -1.42% ↔ 2024-04-30 -1.89%; today maps to the day after 2024-04-30, which was -0.72% (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 |
| 2024-04-30 |
0.37 |
-1.89% |
-0.72% |
+3.70% |
25 |
+7.50% |
| 2026-02-27 |
0.42 |
-0.32% |
+0.13% |
-1.24% |
34 |
-7.36% |
| 2021-12-14 |
0.42 |
-1.04% |
+2.28% |
+0.26% |
17 |
-0.22% |
| 2026-07-16 |
0.45 |
-1.64% |
-1.50% |
-1.98% |
15 |
+3.70% |
| 2024-12-30 |
0.47 |
-1.33% |
-0.85% |
-0.08% |
11 |
+1.44% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean -0.05% (up 55% of the time, range -2.8% to +2.3%) · 5-day +0.27% (55%) · 20-day +1.70% (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 1999-03-22–2026-10-29 (6946 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.