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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Aghanim's Scepter | 10 | 35.71% | 100.0 | 70.00% | +31.11% | +30.00% | -20.00% | -4.61% | 38:27 | 29:26 | 33:20 | 34:08 | 44:11 | 53:43 | 10:51 | 08:02 |
 | Tranquil Boots | 3 | 10.71% | 96.8 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 22:32 | 11:11 | 11:11 | 11:51 | 44:33 | 44:33 | 33:22 | 24:42 |
 | Orb of Venom | 3 | 10.71% | 93.5 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Wind Lace | 27 | 96.43% | 90.3 | 51.85% | +51.85% | -8.99% | +5.29% | 2.41% | 05:02 | -01:29 | 01:48 | 06:14 | 07:43 | 12:37 | 05:55 | 04:22 |
 | Boots of Speed | 28 | 100.00% | 87.1 | 50.00% | +50.00% | +7.14% | -7.14% | -4.49% | 01:49 | -01:29 | -01:29 | -01:28 | 04:40 | 07:04 | 06:09 | 04:33 |
 | Aghanim's Shard | 7 | 25.00% | 83.9 | 71.43% | +28.57% | +28.57% | -21.43% | -9.29% | 25:31 | 18:17 | 19:47 | 22:54 | 25:10 | 37:02 | 05:23 | 03:59 |
 | Magic Wand | 14 | 50.00% | 80.6 | 57.14% | +14.28% | -7.14% | +9.53% | 5.05% | 12:49 | 07:46 | 10:40 | 13:07 | 13:58 | 17:40 | 03:18 | 02:26 |
 | Magic Stick | 27 | 96.43% | 77.4 | 48.15% | -51.85% | -5.29% | +8.99% | 2.19% | 05:29 | -01:29 | 01:45 | 05:15 | 08:17 | 17:40 | 06:32 | 04:50 |
 | Chainmail | 26 | 92.86% | 74.2 | 46.15% | -53.85% | +10.99% | +3.85% | -1.68% | 10:30 | 03:48 | 07:56 | 11:00 | 12:11 | 15:45 | 04:15 | 03:08 |
 | Phase Boots | 26 | 92.86% | 71.0 | 46.15% | -53.85% | +10.99% | -12.82% | -6.93% | 12:07 | 07:08 | 10:33 | 12:16 | 13:59 | 16:03 | 03:26 | 02:32 |
 | Wind Waker | 2 | 7.14% | 67.7 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 44:58 | 44:07 | 44:07 | 45:48 | 45:48 | 45:48 | 01:41 | 01:14 |
 | Silver Edge | 2 | 7.14% | 64.5 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 39:01 | 37:29 | 37:29 | 40:33 | 40:33 | 40:33 | 03:04 | 02:16 |
 | Crystalys | 2 | 7.14% | 61.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 38:49 | 37:13 | 37:13 | 40:25 | 40:25 | 40:25 | 03:12 | 02:22 |
 | Boots of Bearing | 2 | 7.14% | 58.1 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 41:41 | 38:48 | 38:48 | 44:33 | 44:33 | 44:33 | 05:45 | 04:15 |
 | Shadow Blade | 16 | 57.14% | 54.8 | 43.75% | -14.58% | +6.25% | -18.75% | -1.79% | 26:30 | 14:25 | 19:04 | 24:18 | 33:01 | 50:25 | 13:57 | 10:20 |
 | Quelling Blade | 8 | 28.57% | 51.6 | 50.00% | 0.00% | 0.00% | -50.00% | -4.29% | 09:12 | -01:29 | -01:29 | -01:28 | 13:08 | 42:57 | 14:37 | 10:49 |
 | Black King Bar | 5 | 17.86% | 48.4 | 60.00% | +12.17% | +40.00% | -60.00% | -14.93% | 28:45 | 24:15 | 24:15 | 30:14 | 30:57 | 31:25 | 06:42 | 04:57 |
 | Drum of Endurance | 9 | 32.14% | 45.2 | 44.44% | -8.19% | +55.56% | -44.44% | -35.29% | 20:58 | 16:34 | 18:42 | 20:45 | 21:32 | 28:06 | 02:50 | 02:05 |
 | Fluffy Hat | 3 | 10.71% | 41.9 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 29:52 | 16:45 | 16:45 | 18:45 | 54:05 | 54:05 | 37:20 | 27:39 |
 | Yasha and Kaya | 3 | 10.71% | 38.7 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 41:10 | 35:04 | 35:04 | 37:31 | 50:54 | 50:54 | 15:50 | 11:43 |
 | Kaya | 3 | 10.71% | 35.5 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 39:39 | 33:20 | 33:20 | 35:07 | 50:29 | 50:29 | 17:09 | 12:42 |
 | Void Stone | 3 | 10.71% | 32.3 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 52:46 | 40:43 | 40:43 | 42:37 | 1:14:57 | 1:14:57 | 34:14 | 25:21 |
 | Eul's Scepter of Divinity | 3 | 10.71% | 29.0 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 53:00 | 41:02 | 41:02 | 42:49 | 1:15:08 | 1:15:08 | 34:06 | 25:15 |
 | Yasha | 3 | 10.71% | 25.8 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 40:16 | 34:59 | 34:59 | 37:20 | 48:28 | 48:28 | 13:29 | 09:59 |
 | Glimmer Cape | 1 | 3.57% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.57% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Wraith Band | 5 | 17.86% | 16.1 | 40.00% | -12.17% | -40.00% | +60.00% | 82.19% | 00:13 | -01:29 | -01:29 | -01:28 | 02:42 | 02:50 | 04:11 | 03:05 |
 | Bracer | 1 | 3.57% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 00:00 | 00:00 |
 | Bottle | 1 | 3.57% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:18 | 01:18 | 01:18 | 01:18 | 01:18 | 01:18 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 7.14% | 6.5 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 41:51 | 24:16 | 24:16 | 59:26 | 59:26 | 59:26 | 35:10 | 26:02 |
 | Force Staff | 1 | 3.57% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |