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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 | |
 | Assault Cuirass | 11 | 29.73% | 100.0 | 90.91% | +52.45% | +9.09% | -24.24% | -3.31% | 30:27 | 22:01 | 24:33 | 30:26 | 34:38 | 38:31 | 10:05 | 07:28 |
 | Buckler | 13 | 35.14% | 97.1 | 84.62% | +47.12% | +15.38% | -17.95% | -3.22% | 27:57 | 16:32 | 21:51 | 27:32 | 32:13 | 38:14 | 10:22 | 07:40 |
 | Ring of Protection | 13 | 35.14% | 94.1 | 84.62% | +47.12% | +15.38% | -17.95% | -3.22% | 27:54 | 16:32 | 21:51 | 27:32 | 32:13 | 38:14 | 10:22 | 07:40 |
 | Black King Bar | 27 | 72.97% | 91.2 | 59.26% | +19.26% | +40.74% | -30.69% | -17.28% | 19:26 | 13:39 | 15:59 | 19:32 | 20:07 | 40:39 | 04:08 | 03:03 |
 | Helm of Iron Will | 37 | 100.00% | 88.2 | 54.05% | +54.05% | +12.62% | +1.51% | -3.70% | 05:44 | 02:37 | 04:02 | 05:24 | 07:02 | 09:44 | 03:00 | 02:13 |
 | Boots of Speed | 37 | 100.00% | 85.3 | 54.05% | +54.05% | +34.84% | -9.61% | -44.45% | 02:11 | 00:28 | 01:30 | 01:38 | 02:16 | 08:46 | 00:46 | 00:34 |
 | Armlet of Mordiggian | 37 | 100.00% | 82.4 | 54.05% | +54.05% | +12.62% | -9.61% | -15.16% | 08:50 | 06:35 | 08:02 | 08:49 | 09:30 | 12:31 | 01:28 | 01:05 |
 | Aghanim's Scepter | 22 | 59.46% | 79.4 | 59.09% | +12.42% | +7.58% | -39.09% | -5.12% | 28:25 | 18:18 | 24:30 | 26:15 | 33:37 | 44:35 | 09:07 | 06:45 |
 | Magic Stick | 21 | 56.76% | 76.5 | 57.14% | +7.14% | +2.86% | -37.14% | -5.58% | 04:02 | -01:29 | 00:57 | 02:11 | 08:07 | 13:29 | 07:10 | 05:18 |
 | Magic Wand | 17 | 45.95% | 73.5 | 58.82% | +8.82% | +41.18% | -8.82% | -10.53% | 08:54 | 01:56 | 06:15 | 09:41 | 11:00 | 13:29 | 04:45 | 03:31 |
 | Sange | 31 | 83.78% | 70.6 | 51.61% | -15.06% | +23.39% | -14.11% | -6.62% | 16:23 | 11:14 | 12:24 | 14:18 | 18:04 | 35:12 | 05:40 | 04:11 |
 | Heaven's Halberd | 30 | 81.08% | 67.6 | 50.00% | -21.43% | +25.00% | -35.71% | -8.47% | 19:15 | 12:50 | 14:30 | 17:16 | 21:40 | 35:23 | 07:10 | 05:18 |
 | Boots of Travel | 7 | 18.92% | 64.7 | 71.43% | +21.43% | +28.57% | -71.43% | -26.43% | 33:32 | 15:35 | 32:07 | 35:28 | 35:54 | 42:56 | 03:47 | 02:48 |
 | Chainmail | 5 | 13.51% | 61.8 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 15:25 | 05:04 | 05:04 | 15:26 | 17:27 | 28:19 | 12:23 | 09:10 |
 | Phase Boots | 5 | 13.51% | 58.8 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 15:48 | 05:37 | 05:37 | 15:56 | 18:01 | 28:19 | 12:24 | 09:11 |
 | Bracer | 4 | 10.81% | 55.9 | 75.00% | +23.48% | -75.00% | +25.00% | 0.00% | 02:09 | 01:37 | 01:37 | 01:54 | 02:07 | 02:57 | 00:30 | 00:22 |
 | Shiva's Guard | 2 | 5.41% | 52.9 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 27:27 | 25:44 | 25:44 | 29:09 | 29:09 | 29:09 | 03:25 | 02:31 |
 | Wind Lace | 10 | 27.03% | 50.0 | 40.00% | -19.26% | +26.67% | +10.00% | -2.73% | 07:27 | 02:38 | 02:52 | 04:51 | 08:58 | 23:46 | 06:06 | 04:31 |
 | Satanic | 3 | 8.11% | 47.1 | 66.67% | +13.73% | +33.33% | 0.00% | 0.00% | 38:30 | 30:12 | 30:12 | 38:04 | 47:13 | 47:13 | 17:01 | 12:36 |
 | Morbid Mask | 3 | 8.11% | 44.1 | 66.67% | +13.73% | -66.67% | 0.00% | 0.00% | 34:52 | 29:09 | 29:09 | 29:42 | 45:44 | 45:44 | 16:35 | 12:17 |
 | Aghanim's Shard | 7 | 18.92% | 41.2 | 42.86% | -13.81% | +7.14% | +7.14% | 0.00% | 29:19 | 21:14 | 24:32 | 28:31 | 30:25 | 37:43 | 05:53 | 04:21 |
 | Skull Basher | 1 | 2.70% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.70% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.70% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 2.70% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Blink Dagger | 6 | 16.22% | 26.5 | 33.33% | -24.73% | +66.67% | -33.33% | -15.11% | 25:23 | 18:38 | 22:49 | 23:35 | 29:26 | 31:43 | 06:37 | 04:54 |
 | Quelling Blade | 2 | 5.41% | 23.5 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 00:35 | -01:29 | -01:29 | 02:39 | 02:39 | 02:39 | 04:08 | 03:03 |
 | Aghanim's Blessing | 2 | 5.41% | 20.6 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 46:44 | 45:07 | 45:07 | 48:20 | 48:20 | 48:20 | 03:13 | 02:22 |
 | Mage Slayer | 2 | 5.41% | 17.6 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 16:06 | 15:12 | 15:12 | 16:59 | 16:59 | 16:59 | 01:47 | 01:19 |
 | Force Staff | 3 | 8.11% | 14.7 | 33.33% | -22.55% | +66.67% | 0.00% | 0.00% | 26:32 | 23:28 | 23:28 | 27:08 | 29:00 | 29:00 | 05:32 | 04:05 |
 | Fluffy Hat | 3 | 8.11% | 11.8 | 33.33% | -22.55% | +66.67% | 0.00% | 0.00% | 26:32 | 23:28 | 23:28 | 27:08 | 29:00 | 29:00 | 05:32 | 04:05 |
 | Shadow Blade | 1 | 2.70% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Power Treads | 2 | 5.41% | 5.9 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 14:19 | 07:03 | 07:03 | 21:34 | 21:34 | 21:34 | 14:31 | 10:45 |
 | Boots of Travel 2 | 2 | 5.41% | 2.9 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 45:58 | 32:53 | 32:53 | 59:02 | 59:02 | 59:02 | 26:09 | 19:22 |