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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 | |
 | Vanguard | 5 | 23.81% | 100.0 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 09:01 | 06:05 | 06:05 | 09:09 | 10:49 | 11:52 | 04:44 | 03:30 |
 | Ring of Protection | 8 | 38.10% | 97.4 | 87.50% | +33.65% | +12.50% | +12.50% | 0.00% | 03:20 | -01:29 | -01:29 | -01:29 | 05:36 | 20:02 | 07:05 | 05:14 |
 | Magic Wand | 16 | 76.19% | 94.7 | 75.00% | +35.00% | +25.00% | -25.00% | -6.17% | 06:39 | -01:29 | 01:38 | 07:46 | 09:44 | 19:06 | 08:06 | 06:00 |
 | Ring of Health | 18 | 85.71% | 92.1 | 72.22% | +38.89% | -12.22% | +2.78% | 2.52% | 06:15 | 02:38 | 03:37 | 04:31 | 09:34 | 14:25 | 05:57 | 04:24 |
 | Wind Lace | 4 | 19.05% | 89.5 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 11:48 | 07:44 | 07:44 | 10:05 | 13:09 | 16:15 | 05:25 | 04:00 |
 | Shiva's Guard | 4 | 19.05% | 86.8 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 32:13 | 28:47 | 28:47 | 29:53 | 33:48 | 36:24 | 05:01 | 03:42 |
 | Eternal Shroud | 10 | 47.62% | 84.2 | 80.00% | +25.45% | -13.33% | +20.00% | 2.90% | 25:19 | 15:31 | 17:50 | 23:08 | 29:20 | 43:52 | 11:30 | 08:31 |
 | Magic Stick | 17 | 80.95% | 81.6 | 70.59% | +20.59% | +4.41% | -20.59% | -8.77% | 02:02 | -01:29 | -01:29 | 00:15 | 04:20 | 10:26 | 05:49 | 04:18 |
 | Boots of Speed | 21 | 100.00% | 78.9 | 66.67% | +66.67% | +33.33% | -26.67% | -13.95% | 04:52 | 01:41 | 02:08 | 05:23 | 06:26 | 09:30 | 04:18 | 03:11 |
 | Blink Dagger | 14 | 66.67% | 76.3 | 71.43% | +14.29% | -21.43% | -4.76% | 1.41% | 23:27 | 09:11 | 19:20 | 23:57 | 31:10 | 33:15 | 11:50 | 08:45 |
 | Phase Boots | 14 | 66.67% | 73.7 | 71.43% | +14.29% | +3.57% | +28.57% | 8.72% | 10:52 | 05:28 | 07:56 | 09:18 | 10:48 | 30:02 | 02:52 | 02:07 |
 | Chainmail | 14 | 66.67% | 71.1 | 71.43% | +14.29% | +3.57% | -4.76% | -1.93% | 08:45 | 02:30 | 04:30 | 07:56 | 08:49 | 29:45 | 04:19 | 03:11 |
 | Aghanim's Shard | 9 | 42.86% | 68.4 | 77.78% | +19.45% | +22.22% | -27.78% | -5.33% | 29:13 | 15:49 | 22:58 | 30:49 | 32:21 | 38:11 | 09:23 | 06:57 |
 | Aghanim's Scepter | 16 | 76.19% | 65.8 | 62.50% | -17.50% | +37.50% | -37.50% | -19.48% | 18:38 | 13:05 | 15:23 | 17:08 | 19:14 | 30:32 | 03:51 | 02:51 |
 | Hood of Defiance | 14 | 66.67% | 63.2 | 64.29% | -7.14% | +10.71% | +35.71% | 4.67% | 08:12 | 05:05 | 05:14 | 06:45 | 10:35 | 14:44 | 05:21 | 03:57 |
 | Void Stone | 3 | 14.29% | 60.5 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 33:23 | 28:57 | 28:57 | 34:35 | 36:37 | 36:37 | 07:40 | 05:40 |
 | Black King Bar | 12 | 57.14% | 57.9 | 58.33% | -19.45% | -25.00% | -25.00% | 0.00% | 24:20 | 18:44 | 20:47 | 24:23 | 26:46 | 28:26 | 05:59 | 04:25 |
 | Sange | 6 | 28.57% | 55.3 | 66.67% | 0.00% | +33.33% | -66.67% | -7.11% | 28:24 | 19:12 | 20:32 | 22:00 | 34:36 | 49:40 | 14:04 | 10:25 |
 | Quelling Blade | 6 | 28.57% | 52.6 | 66.67% | 0.00% | -16.67% | +33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Soul Ring | 4 | 19.05% | 50.0 | 75.00% | +10.29% | +25.00% | -75.00% | 0.00% | 08:55 | 07:54 | 07:54 | 08:19 | 08:24 | 11:02 | 00:30 | 00:22 |
 | Refresher Orb | 2 | 9.52% | 47.4 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 36:43 | 35:50 | 35:50 | 37:36 | 37:36 | 37:36 | 01:46 | 01:18 |
 | Ghost Scepter | 5 | 23.81% | 44.7 | 60.00% | -8.75% | +40.00% | +40.00% | 0.00% | 26:38 | 18:03 | 18:03 | 26:57 | 32:13 | 35:07 | 14:10 | 10:29 |
 | Kaya | 3 | 14.29% | 42.1 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 34:26 | 20:48 | 20:48 | 37:18 | 45:11 | 45:11 | 24:23 | 18:03 |
 | Aether Lens | 1 | 4.76% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.76% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.76% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.76% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.76% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Buckler | 1 | 4.76% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.76% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.76% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.76% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.76% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 4.76% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Bracer | 5 | 23.81% | 10.5 | 40.00% | -35.00% | -40.00% | -40.00% | 0.00% | 02:57 | 02:01 | 02:01 | 02:29 | 03:18 | 04:49 | 01:17 | 00:57 |
 | Heaven's Halberd | 2 | 9.52% | 7.9 | 50.00% | -18.42% | +50.00% | 0.00% | 0.00% | 24:52 | 23:31 | 23:31 | 26:13 | 26:13 | 26:13 | 02:42 | 02:00 |
 | Kaya and Sange | 2 | 9.52% | 5.3 | 50.00% | -18.42% | +50.00% | 0.00% | 0.00% | 35:15 | 20:48 | 20:48 | 49:42 | 49:42 | 49:42 | 28:54 | 21:24 |
 | Bottle | 3 | 14.29% | 2.6 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 01:29 | 01:01 | 01:01 | 01:08 | 02:19 | 02:19 | 01:18 | 00:57 |