The 20 most similar historical sessions across 25 features, and what followed them.
Prior close profile (2026-09-08, QQQ $718.36): session -0.08% · 5-day +0.22% · vs 200-DMA +9.1% · below 52-week high -3.7% · RSI2=71 · VIX 15.7 · policy rate 3.63% (1-year -0.70)
Closest analog 2026-01-08 (distance 0.34): session -0.57% · 5-day +1.00% · vs 200-DMA +10.6% · below 52-week high -2.4% · RSI2=37 · VIX 15.4 · policy rate 3.64% (1-year -0.69)
What followed: next day +1.00% ·
5-day +0.21% ·
20-day -1.74%
Side by side | 2026-09-08 (prior session) -0.08% ↔ 2026-01-08 -0.57%; today maps to the day after 2026-01-08, which was +1.00% (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 |
| 2026-01-08 |
0.34 |
-0.57% |
+1.00% |
+0.21% |
37 |
-1.74% |
| 2019-12-11 |
0.39 |
+0.53% |
+0.75% |
+2.23% |
80 |
+6.56% |
| 2018-09-21 |
0.44 |
-0.55% |
+0.10% |
+1.13% |
50 |
-5.82% |
| 2015-03-23 |
0.44 |
-0.19% |
-0.36% |
-1.47% |
67 |
-0.24% |
| 2024-10-30 |
0.45 |
-0.76% |
-2.52% |
+1.85% |
43 |
+1.80% |
Top-20 analog statistics (deduplicated — far more reliable than any single day):
Next day mean +0.10% (up 60% of the time, range -2.5% to +1.8%) · 5-day +0.75% (65%) · 20-day +1.04% (60%)
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 1999-03-22–2026-09-08 (6909 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.