The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-09-29, QQQ $737.93): session +0.19% · 5-day -1.27% · vs 200-DMA +10.7% · below 52-week high -1.3% · RSI2=39 · VIX 16.0 · policy rate 3.63% (1-year -0.46)
Closest analog 2017-09-06 (distance 0.46): session +0.30% · 5-day +1.51% · vs 200-DMA +9.2% · below 52-week high -0.7% · RSI2=52 · VIX 11.6 · policy rate 1.16% (1-year +0.76)
What followed: next day +0.23% ·
5-day +0.89% ·
20-day +0.62%
Side by side | 2026-09-29 (prior session) +0.19% ↔ 2017-09-06 +0.30%; today maps to the day after 2017-09-06, which was +0.23% (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 |
| 2017-09-06 |
0.46 |
+0.30% |
+0.23% |
+0.89% |
52 |
+0.62% |
| 2025-08-15 |
0.47 |
-0.44% |
-0.04% |
-0.93% |
30 |
+2.48% |
| 2025-02-10 |
0.48 |
+1.21% |
-0.24% |
+1.91% |
69 |
-10.89% |
| 2025-06-11 |
0.48 |
-0.34% |
+0.23% |
-0.64% |
57 |
+4.09% |
| 2021-07-28 |
0.49 |
+0.38% |
+0.18% |
+0.41% |
53 |
+2.45% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.12% (up 60% of the time, range -1.3% to +1.8%) · 5-day +0.33% (65%) · 20-day +0.47% (65%)
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 1999-03-22–2026-09-29 (6924 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.