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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 | |
 | Buckler | 45 | 47.37% | 100.0 | 48.89% | +22.89% | +14.75% | -12.53% | -3.04% | 26:57 | 15:08 | 22:16 | 27:54 | 31:15 | 39:20 | 08:59 | 06:39 |
 | Assault Cuirass | 42 | 44.21% | 98.1 | 47.62% | +19.32% | +16.02% | -7.62% | -2.71% | 29:28 | 20:29 | 25:23 | 29:24 | 34:07 | 39:54 | 08:44 | 06:28 |
 | Ring of Protection | 50 | 52.63% | 96.2 | 46.00% | +19.33% | +0.15% | -21.00% | -2.37% | 23:13 | -01:29 | 19:40 | 25:17 | 28:36 | 36:10 | 08:56 | 06:37 |
 | Heaven's Halberd | 20 | 21.05% | 94.2 | 55.00% | +23.00% | -15.00% | +25.00% | 5.90% | 23:46 | 13:15 | 20:27 | 24:29 | 27:14 | 31:25 | 06:47 | 05:01 |
 | Chainmail | 81 | 85.26% | 92.3 | 40.74% | +26.45% | -0.74% | -5.74% | -3.80% | 07:16 | 02:23 | 06:19 | 06:57 | 07:38 | 21:25 | 01:19 | 00:58 |
 | Phase Boots | 81 | 85.26% | 90.4 | 40.74% | +26.45% | +4.26% | -5.74% | -5.66% | 07:58 | 04:54 | 06:49 | 07:37 | 08:35 | 21:45 | 01:46 | 01:18 |
 | Blink Dagger | 5 | 5.26% | 88.5 | 80.00% | +45.56% | +20.00% | +20.00% | 0.00% | 42:57 | 36:57 | 36:57 | 43:03 | 45:09 | 52:14 | 08:12 | 06:04 |
 | Silver Edge | 30 | 31.58% | 86.5 | 46.67% | +14.36% | +3.33% | -18.10% | -4.26% | 26:50 | 19:03 | 23:43 | 26:18 | 28:45 | 45:35 | 05:02 | 03:43 |
 | Helm of Iron Will | 28 | 29.47% | 84.6 | 46.43% | +13.59% | -3.57% | +25.00% | 4.44% | 07:38 | 02:13 | 03:05 | 03:44 | 09:31 | 41:39 | 06:26 | 04:45 |
 | Boots of Speed | 95 | 100.00% | 82.7 | 36.84% | +36.84% | +4.83% | +4.83% | 0.00% | 04:55 | -01:29 | 03:55 | 04:52 | 05:33 | 09:57 | 01:38 | 01:12 |
 | Black King Bar | 93 | 97.89% | 80.8 | 36.56% | -13.44% | +15.61% | -14.82% | -7.36% | 17:52 | 13:01 | 15:29 | 17:17 | 19:37 | 29:07 | 04:08 | 03:03 |
 | Armlet of Mordiggian | 26 | 27.37% | 78.8 | 46.15% | +12.82% | -17.58% | +37.18% | 14.54% | 09:44 | 06:19 | 07:56 | 09:05 | 11:42 | 13:15 | 03:46 | 02:47 |
 | Sange | 29 | 30.53% | 76.9 | 44.83% | +11.50% | +12.31% | +12.31% | 0.00% | 22:57 | 10:29 | 17:22 | 21:53 | 27:07 | 49:34 | 09:45 | 07:13 |
 | Quelling Blade | 92 | 96.84% | 75.0 | 35.87% | -30.80% | +11.96% | -14.13% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 03:21 | 00:00 | 00:00 |
 | Crystalys | 35 | 36.84% | 73.1 | 42.86% | +9.53% | -9.53% | +1.58% | 1.82% | 25:07 | 11:50 | 21:59 | 25:55 | 28:06 | 45:12 | 06:07 | 04:31 |
 | Bracer | 67 | 70.53% | 71.2 | 37.31% | +1.60% | -7.90% | -7.90% | 0.00% | 03:30 | -00:06 | 01:59 | 03:12 | 04:11 | 09:10 | 02:12 | 01:37 |
 | Shadow Blade | 33 | 34.74% | 69.2 | 42.42% | +8.55% | +7.58% | -17.42% | -5.66% | 23:16 | 14:10 | 20:39 | 22:37 | 25:04 | 36:30 | 04:25 | 03:16 |
 | Bottle | 53 | 55.79% | 67.3 | 37.74% | +2.03% | +0.72% | +0.72% | 0.00% | 02:17 | 01:09 | 01:34 | 01:44 | 02:10 | 06:55 | 00:36 | 00:26 |
 | Magic Stick | 61 | 64.21% | 65.4 | 32.79% | -11.33% | -6.12% | -19.46% | -1.91% | 04:25 | -01:29 | 00:45 | 04:18 | 07:43 | 14:01 | 06:58 | 05:09 |
 | Magic Wand | 55 | 57.89% | 63.5 | 30.91% | -14.09% | -9.48% | -16.62% | -1.79% | 07:55 | -01:29 | 05:39 | 07:42 | 09:38 | 21:53 | 03:59 | 02:57 |
 | Ring of Health | 14 | 14.74% | 61.5 | 42.86% | +7.06% | +7.14% | -42.86% | -3.07% | 38:21 | 13:02 | 30:43 | 37:38 | 47:00 | 56:35 | 16:17 | 12:03 |
 | Scythe of Vyse | 8 | 8.42% | 59.6 | 50.00% | +14.37% | +50.00% | -50.00% | 0.00% | 38:43 | 24:35 | 33:01 | 35:20 | 37:58 | 59:49 | 04:57 | 03:40 |
 | Void Stone | 28 | 29.47% | 57.7 | 32.14% | -6.67% | +10.72% | -3.57% | -0.89% | 32:11 | 12:18 | 21:57 | 31:54 | 37:58 | 56:35 | 16:01 | 11:51 |
 | Soul Ring | 5 | 5.26% | 55.8 | 60.00% | +24.44% | +40.00% | -60.00% | 0.00% | 11:14 | 07:49 | 07:49 | 08:11 | 12:33 | 19:47 | 04:44 | 03:30 |
 | Morbid Mask | 9 | 9.47% | 53.8 | 44.44% | +8.39% | +5.56% | +5.56% | 0.00% | 34:14 | 29:23 | 31:25 | 33:34 | 37:04 | 39:28 | 05:39 | 04:11 |
 | Aghanim's Scepter | 13 | 13.68% | 51.9 | 38.46% | +1.87% | -5.13% | -5.13% | 0.00% | 37:26 | 26:04 | 31:34 | 36:22 | 42:20 | 49:28 | 10:46 | 07:58 |
 | Overwhelming Blink | 3 | 3.16% | 50.0 | 66.67% | +30.80% | +33.33% | 0.00% | 0.00% | 45:41 | 40:55 | 40:55 | 45:10 | 50:59 | 50:59 | 10:04 | 07:27 |
 | Eye of Skadi | 3 | 3.16% | 48.1 | 66.67% | +30.80% | +33.33% | 0.00% | 0.00% | 33:19 | 25:41 | 25:41 | 29:17 | 44:58 | 44:58 | 19:17 | 14:17 |
 | Satanic | 7 | 7.37% | 46.2 | 42.86% | +6.50% | -42.86% | -42.86% | 0.00% | 34:54 | 29:34 | 32:33 | 33:54 | 34:16 | 42:25 | 01:43 | 01:16 |
 | Refresher Orb | 8 | 8.42% | 44.2 | 37.50% | +0.72% | +12.50% | -37.50% | 0.00% | 47:55 | 34:39 | 34:55 | 47:12 | 54:35 | 58:21 | 19:40 | 14:34 |
 | Aghanim's Shard | 21 | 22.11% | 42.3 | 23.81% | -16.73% | -3.81% | -3.81% | 0.00% | 34:28 | 23:07 | 28:28 | 33:45 | 37:40 | 51:40 | 09:12 | 06:48 |
 | Bloodthorn | 4 | 4.21% | 40.4 | 50.00% | +13.74% | +50.00% | -50.00% | 0.00% | 41:19 | 34:54 | 34:54 | 38:58 | 40:11 | 51:13 | 05:17 | 03:54 |
 | Vanguard | 1 | 1.05% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.05% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.05% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Headdress | 1 | 1.05% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.05% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Mage Slayer | 5 | 5.26% | 28.8 | 40.00% | +3.33% | -40.00% | -40.00% | 0.00% | 38:59 | 31:17 | 31:17 | 38:35 | 39:43 | 50:51 | 08:26 | 06:14 |
 | Orchid Malevolence | 12 | 12.63% | 26.9 | 25.00% | -13.55% | -25.00% | +8.33% | 5.25% | 26:07 | 12:18 | 20:55 | 23:24 | 27:16 | 48:00 | 06:21 | 04:42 |
 | Wind Lace | 6 | 6.32% | 25.0 | 33.33% | -3.75% | +16.67% | -33.33% | 0.00% | 06:00 | 03:01 | 05:39 | 05:39 | 07:44 | 07:53 | 02:05 | 01:32 |
 | Sange and Yasha | 8 | 8.42% | 23.1 | 25.00% | -12.93% | +25.00% | +25.00% | 0.00% | 31:17 | 19:49 | 21:38 | 24:25 | 38:21 | 49:34 | 16:43 | 12:22 |
 | Yasha | 8 | 8.42% | 21.2 | 25.00% | -12.93% | +25.00% | +25.00% | 0.00% | 30:03 | 19:34 | 21:27 | 24:11 | 34:40 | 49:34 | 13:13 | 09:47 |
 | Aghanim's Blessing | 2 | 2.11% | 19.2 | 50.00% | +13.44% | +50.00% | 0.00% | 0.00% | 48:38 | 47:47 | 47:47 | 49:28 | 49:28 | 49:28 | 01:41 | 01:14 |
 | Lotus Orb | 2 | 2.11% | 17.3 | 50.00% | +13.44% | +50.00% | 0.00% | 0.00% | 24:14 | 23:12 | 23:12 | 25:16 | 25:16 | 25:16 | 02:04 | 01:31 |
 | Nullifier | 2 | 2.11% | 15.4 | 50.00% | +13.44% | +50.00% | 0.00% | 0.00% | 39:08 | 36:14 | 36:14 | 42:01 | 42:01 | 42:01 | 05:47 | 04:17 |
 | Radiance | 3 | 3.16% | 13.5 | 33.33% | -3.63% | +66.67% | 0.00% | 0.00% | 26:39 | 22:30 | 22:30 | 24:45 | 32:42 | 32:42 | 10:12 | 07:33 |
 | Shiva's Guard | 4 | 4.21% | 11.5 | 25.00% | -12.36% | -25.00% | +75.00% | 0.00% | 34:40 | 31:02 | 31:02 | 35:12 | 35:46 | 36:41 | 04:44 | 03:30 |
 | Linken's Sphere | 4 | 4.21% | 9.6 | 25.00% | -12.36% | -25.00% | +75.00% | 0.00% | 35:23 | 26:50 | 26:50 | 37:38 | 37:50 | 39:13 | 11:00 | 08:08 |
 | Aether Lens | 1 | 1.05% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Urn of Shadows | 3 | 3.16% | 5.8 | 0.00% | -38.04% | 0.00% | 0.00% | 0.00% | 05:08 | 03:56 | 03:56 | 03:56 | 07:33 | 07:33 | 03:37 | 02:40 |
 | Divine Rapier | 1 | 1.05% | 3.8 | 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 |
 | Spirit Vessel | 3 | 3.16% | 1.9 | 0.00% | -38.04% | 0.00% | 0.00% | 0.00% | 11:36 | 10:23 | 10:23 | 12:01 | 12:25 | 12:25 | 02:02 | 01:30 |