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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 | |
 | Wind Lace | 11 | 35.48% | 100.0 | 63.64% | +43.64% | +36.36% | -30.31% | -10.13% | 09:15 | 04:07 | 04:58 | 09:11 | 11:33 | 18:47 | 06:35 | 04:52 |
 | Ring of Protection | 14 | 45.16% | 97.7 | 50.00% | +26.47% | +25.00% | -16.67% | -29.41% | 02:38 | -01:29 | -01:29 | -01:29 | 02:54 | 29:34 | 04:23 | 03:14 |
 | Hurricane Pike | 9 | 29.03% | 95.3 | 55.56% | +28.29% | +44.44% | -55.56% | -9.19% | 28:42 | 17:17 | 21:49 | 27:57 | 32:42 | 40:37 | 10:53 | 08:03 |
 | Blink Dagger | 4 | 12.90% | 93.0 | 75.00% | +45.37% | +25.00% | -75.00% | -4.49% | 32:41 | 15:21 | 15:21 | 25:46 | 37:38 | 51:59 | 22:17 | 16:30 |
 | Force Staff | 15 | 48.39% | 90.7 | 46.67% | +21.67% | +3.33% | -21.67% | -3.61% | 28:29 | 14:34 | 22:30 | 25:08 | 29:25 | 49:59 | 06:55 | 05:07 |
 | Fluffy Hat | 15 | 48.39% | 88.4 | 46.67% | +21.67% | +3.33% | -21.67% | -2.40% | 23:56 | 00:17 | 16:57 | 21:35 | 27:21 | 49:59 | 10:24 | 07:42 |
 | Urn of Shadows | 12 | 38.71% | 86.0 | 50.00% | +23.68% | +16.67% | -50.00% | -53.34% | 03:33 | 02:06 | 02:47 | 03:37 | 04:02 | 04:59 | 01:15 | 00:55 |
 | Power Treads | 25 | 80.65% | 83.7 | 40.00% | +23.33% | +10.00% | -6.67% | -8.85% | 08:22 | 05:47 | 06:56 | 07:51 | 08:49 | 16:49 | 01:53 | 01:23 |
 | Boots of Speed | 31 | 100.00% | 81.4 | 35.48% | +35.48% | +2.02% | -22.98% | -17.05% | 04:21 | 01:24 | 03:27 | 04:02 | 04:55 | 09:53 | 01:28 | 01:05 |
 | Magic Stick | 28 | 90.32% | 79.1 | 35.71% | +2.38% | -7.14% | -21.42% | -2.94% | 04:57 | -01:29 | 02:16 | 05:22 | 07:07 | 12:52 | 04:51 | 03:35 |
 | Dragon Lance | 21 | 67.74% | 76.7 | 38.10% | +8.10% | +1.90% | -18.10% | -10.71% | 15:18 | 10:01 | 11:40 | 12:44 | 13:32 | 55:10 | 01:52 | 01:22 |
 | Magic Wand | 27 | 87.10% | 74.4 | 33.33% | -16.67% | +9.53% | -33.33% | -13.46% | 08:14 | 02:15 | 06:12 | 07:51 | 09:23 | 15:13 | 03:11 | 02:21 |
 | Void Stone | 5 | 16.13% | 72.1 | 60.00% | +29.23% | +40.00% | -60.00% | -9.24% | 36:18 | 26:23 | 26:23 | 37:06 | 37:12 | 50:11 | 10:49 | 08:00 |
 | Black King Bar | 21 | 67.74% | 69.8 | 33.33% | -6.67% | +6.67% | +6.67% | 0.00% | 22:21 | 16:15 | 18:38 | 22:06 | 25:47 | 28:40 | 07:09 | 05:17 |
 | Lotus Orb | 3 | 9.68% | 67.4 | 66.67% | +34.53% | +33.33% | 0.00% | 0.00% | 41:38 | 37:12 | 37:12 | 37:16 | 50:25 | 50:25 | 13:13 | 09:47 |
 | Wraith Band | 11 | 35.48% | 65.1 | 36.36% | +1.36% | +30.31% | -3.03% | -12.82% | 03:40 | -01:29 | 02:00 | 04:11 | 04:36 | 06:53 | 02:36 | 01:55 |
 | Aghanim's Shard | 8 | 25.81% | 62.8 | 37.50% | +2.72% | +12.50% | +12.50% | 0.00% | 34:33 | 15:00 | 16:24 | 29:31 | 43:38 | 58:04 | 27:14 | 20:10 |
 | Aghanim's Scepter | 1 | 3.23% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.23% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.23% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Ring of Health | 5 | 16.13% | 53.5 | 40.00% | +5.38% | -40.00% | -40.00% | 0.00% | 32:56 | 09:34 | 09:34 | 37:06 | 37:12 | 50:11 | 27:38 | 20:28 |
 | Crown | 5 | 16.13% | 51.2 | 40.00% | +5.38% | +60.00% | -40.00% | -100.00% | 10:07 | 08:54 | 08:54 | 09:42 | 09:45 | 13:17 | 00:51 | 00:37 |
 | Rod of Atos | 5 | 16.13% | 48.8 | 40.00% | +5.38% | +60.00% | -40.00% | -71.43% | 15:09 | 14:05 | 14:05 | 15:18 | 15:29 | 15:41 | 01:24 | 01:02 |
 | Null Talisman | 6 | 19.35% | 46.5 | 33.33% | -2.67% | +16.67% | -33.33% | -37.50% | 03:34 | 02:09 | 03:04 | 03:08 | 04:24 | 05:01 | 01:20 | 00:59 |
 | Bottle | 8 | 25.81% | 44.2 | 25.00% | -14.13% | -25.00% | -25.00% | 0.00% | 01:46 | 01:13 | 01:21 | 01:22 | 02:06 | 02:43 | 00:45 | 00:33 |
 | Buckler | 2 | 6.45% | 41.9 | 50.00% | +15.52% | +50.00% | 0.00% | 0.00% | 38:20 | 29:34 | 29:34 | 47:05 | 47:05 | 47:05 | 17:31 | 12:58 |
 | Assault Cuirass | 2 | 6.45% | 39.5 | 50.00% | +15.52% | +50.00% | 0.00% | 0.00% | 39:21 | 31:27 | 31:27 | 47:14 | 47:14 | 47:14 | 15:47 | 11:41 |
 | Yasha | 3 | 9.68% | 37.2 | 33.33% | -2.38% | +66.67% | 0.00% | 0.00% | 17:47 | 13:38 | 13:38 | 16:16 | 23:27 | 23:27 | 09:49 | 07:16 |
 | Heaven's Halberd | 3 | 9.68% | 34.9 | 33.33% | -2.38% | -33.33% | 0.00% | 0.00% | 29:19 | 27:33 | 27:33 | 27:48 | 32:37 | 32:37 | 05:04 | 03:45 |
 | Sange | 3 | 9.68% | 32.6 | 33.33% | -2.38% | -33.33% | 0.00% | 0.00% | 27:35 | 25:26 | 25:26 | 25:30 | 31:50 | 31:50 | 06:24 | 04:44 |
 | Tranquil Boots | 3 | 9.68% | 30.2 | 33.33% | -2.38% | -33.33% | 0.00% | 0.00% | 14:48 | 12:07 | 12:07 | 12:50 | 19:27 | 19:27 | 07:20 | 05:25 |
 | Manta Style | 3 | 9.68% | 27.9 | 33.33% | -2.38% | +66.67% | 0.00% | 0.00% | 22:06 | 18:16 | 18:16 | 20:41 | 27:20 | 27:20 | 09:04 | 06:42 |
 | Glimmer Cape | 1 | 3.23% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Bracer | 1 | 3.23% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.23% | 20.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.23% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 6.45% | 16.3 | 0.00% | -37.93% | 0.00% | 0.00% | 0.00% | 44:34 | 44:22 | 44:22 | 44:45 | 44:45 | 44:45 | 00:23 | 00:17 |
 | Mjollnir | 1 | 3.23% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.23% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 1:01:47 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.23% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Javelin | 2 | 6.45% | 7.0 | 0.00% | -37.93% | 0.00% | 0.00% | 0.00% | 57:11 | 52:54 | 52:54 | 1:01:27 | 1:01:27 | 1:01:27 | 08:33 | 06:20 |
 | Shiva's Guard | 1 | 3.23% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.23% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |