The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-11-03, QQQ $685.28): session +0.62% · 5-day -4.99% · vs 200-DMA +0.8% · below 52-week high -9.8% · RSI2=28 · VIX 20.8 · policy rate 3.63% (1-year -0.23)
Closest analog 2019-05-30 (distance 0.45): session +0.42% · 5-day -2.35% · vs 200-DMA +1.4% · below 52-week high -7.5% · RSI2=41 · VIX 17.3 · policy rate 2.39% (1-year +0.69)
What followed: next day -1.60% ·
5-day +0.48% ·
20-day +5.50%
Side by side | 2026-11-03 (prior session) +0.62% ↔ 2019-05-30 +0.42%; today maps to the day after 2019-05-30, which was -1.60% (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 |
| 2019-05-30 |
0.45 |
+0.42% |
-1.60% |
+0.48% |
41 |
+5.50% |
| 2021-10-01 |
0.47 |
+0.62% |
-2.10% |
+0.27% |
50 |
+7.20% |
| 2024-04-22 |
0.50 |
+1.01% |
+1.49% |
+3.33% |
41 |
+8.62% |
| 2026-07-20 |
0.52 |
+0.10% |
+1.85% |
-2.00% |
13 |
+4.86% |
| 2026-02-13 |
0.52 |
+0.21% |
-0.10% |
-0.08% |
26 |
-0.26% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.29% (up 65% of the time, range -4.4% to +2.7%) · 5-day +1.38% (70%) · 20-day +3.75% (85%)
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 1999-03-22–2026-11-03 (6949 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.