The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-10-19, QQQ $718.36): session +1.21% · 5-day -3.71% · vs 200-DMA +6.4% · below 52-week high -5.4% · RSI2=43 · VIX 18.4 · policy rate 3.63% (1-year -0.48)
Closest analog 2025-02-26 (distance 0.44): session +0.24% · 5-day -4.63% · vs 200-DMA +4.8% · below 52-week high -4.6% · RSI2=17 · VIX 19.1 · policy rate 4.33% (1-year -1.00)
What followed: next day -2.78% ·
5-day -2.44% ·
20-day -5.87%
Side by side | 2026-10-19 (prior session) +1.21% ↔ 2025-02-26 +0.24%; today maps to the day after 2025-02-26, which was -2.78% (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 |
| 2025-02-26 |
0.44 |
+0.24% |
-2.78% |
-2.44% |
17 |
-5.87% |
| 2024-04-22 |
0.45 |
+1.01% |
+1.49% |
+3.33% |
41 |
+8.62% |
| 2024-09-09 |
0.48 |
+1.29% |
+0.92% |
+4.13% |
45 |
+6.08% |
| 2026-06-08 |
0.48 |
+1.56% |
-1.15% |
+3.90% |
38 |
-0.65% |
| 2025-12-18 |
0.49 |
+1.45% |
+1.30% |
+2.43% |
57 |
-0.17% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.18% (up 65% of the time, range -2.8% to +3%) · 5-day +0.79% (60%) · 20-day +2.92% (80%)
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 1999-03-22–2026-10-19 (6938 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.