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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 | |
 | Void Stone | 11 | 23.91% | 100.0 | 90.91% | +36.62% | -24.24% | +9.09% | 3.39% | 39:56 | 29:16 | 32:17 | 34:13 | 42:07 | 57:59 | 09:50 | 07:17 |
 | Scythe of Vyse | 11 | 23.91% | 97.9 | 90.91% | +36.62% | -24.24% | +9.09% | 3.51% | 40:42 | 29:53 | 32:37 | 35:52 | 42:07 | 57:59 | 09:30 | 07:02 |
 | Butterfly | 30 | 65.22% | 95.8 | 70.00% | +20.00% | +5.00% | -12.86% | -3.61% | 29:24 | 18:42 | 26:47 | 29:32 | 31:44 | 37:52 | 04:57 | 03:40 |
 | Wraith Band | 32 | 69.57% | 93.8 | 68.75% | +18.75% | +18.75% | -6.25% | -25.00% | 02:05 | -01:29 | 01:33 | 01:41 | 02:18 | 08:23 | 00:45 | 00:33 |
 | Heart of Tarrasque | 45 | 97.83% | 91.7 | 64.44% | +64.44% | -0.80% | +8.29% | 2.70% | 24:19 | 18:10 | 22:10 | 23:37 | 25:32 | 42:20 | 03:22 | 02:29 |
 | Orchid Malevolence | 35 | 76.09% | 89.6 | 65.71% | +11.16% | +23.18% | +12.07% | -8.33% | 18:39 | 14:13 | 17:24 | 18:11 | 18:44 | 30:13 | 01:20 | 00:59 |
 | Manta Style | 46 | 100.00% | 87.5 | 63.04% | +63.04% | +11.96% | +9.69% | -1.35% | 14:54 | 12:33 | 13:41 | 14:33 | 15:22 | 19:39 | 01:41 | 01:14 |
 | Yasha | 46 | 100.00% | 85.4 | 63.04% | +63.04% | +3.63% | +9.69% | 5.19% | 10:39 | 08:23 | 09:57 | 10:27 | 11:07 | 16:43 | 01:10 | 00:51 |
 | Power Treads | 46 | 100.00% | 83.3 | 63.04% | +63.04% | -4.71% | -8.49% | -3.24% | 06:21 | 04:18 | 05:40 | 06:18 | 06:50 | 09:37 | 01:10 | 00:51 |
 | Boots of Speed | 46 | 100.00% | 81.3 | 63.04% | +63.04% | +3.63% | +9.69% | 3.31% | 03:58 | -01:29 | 03:27 | 04:24 | 05:17 | 07:37 | 01:50 | 01:21 |
 | Bloodthorn | 30 | 65.22% | 79.2 | 66.67% | +10.42% | -4.17% | -23.81% | -2.90% | 33:40 | 22:14 | 30:31 | 32:45 | 37:18 | 46:21 | 06:47 | 05:01 |
 | Cornucopia | 39 | 84.78% | 77.1 | 64.10% | +6.96% | +5.90% | +15.90% | 2.79% | 18:36 | 11:59 | 15:08 | 16:07 | 18:43 | 46:10 | 03:35 | 02:39 |
 | Aghanim's Shard | 18 | 39.13% | 75.0 | 72.22% | +15.08% | +27.78% | -22.22% | -3.90% | 37:08 | 26:32 | 30:51 | 33:41 | 43:41 | 55:02 | 12:50 | 09:30 |
 | Quelling Blade | 45 | 97.83% | 72.9 | 62.22% | -37.78% | +1.42% | +1.42% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:28 | -00:52 | 00:01 | 00:00 |
 | Mage Slayer | 31 | 67.39% | 70.8 | 64.52% | +4.52% | -2.02% | -14.52% | -1.52% | 32:30 | 16:27 | 28:17 | 32:03 | 36:30 | 45:48 | 08:13 | 06:05 |
 | Shadow Blade | 4 | 8.70% | 68.8 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 37:16 | 24:00 | 24:00 | 25:15 | 46:49 | 53:01 | 22:49 | 16:54 |
 | Ring of Basilius | 4 | 8.70% | 66.7 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 09:53 | 05:50 | 05:50 | 05:58 | 12:55 | 14:50 | 07:05 | 05:14 |
 | Magic Stick | 22 | 47.83% | 64.6 | 59.09% | -7.58% | -9.09% | +20.91% | 30.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:14 | 17:58 | 00:15 | 00:11 |
 | Magic Wand | 15 | 32.61% | 62.5 | 60.00% | -4.52% | -10.00% | +15.00% | 4.41% | 05:25 | -01:25 | 00:55 | 03:54 | 06:35 | 18:35 | 05:40 | 04:11 |
 | Boots of Travel | 3 | 6.52% | 60.4 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 38:53 | 35:59 | 35:59 | 39:19 | 41:21 | 41:21 | 05:22 | 03:58 |
 | Crystalys | 3 | 6.52% | 58.3 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 39:11 | 26:58 | 26:58 | 32:53 | 57:41 | 57:41 | 30:43 | 22:45 |
 | Wind Lace | 12 | 26.09% | 56.3 | 58.33% | -6.38% | -25.00% | +8.34% | 5.28% | 11:41 | 01:53 | 07:12 | 12:00 | 13:31 | 21:28 | 06:19 | 04:40 |
 | Linken's Sphere | 10 | 21.74% | 54.2 | 60.00% | -3.89% | +6.67% | -10.00% | -1.32% | 31:25 | 23:19 | 23:38 | 27:29 | 36:15 | 47:17 | 12:37 | 09:20 |
 | Helm of Iron Will | 11 | 23.91% | 52.1 | 54.55% | -11.16% | -21.22% | +45.45% | 11.14% | 36:28 | 28:46 | 30:36 | 34:05 | 36:35 | 1:01:02 | 05:59 | 04:25 |
 | Nullifier | 11 | 23.91% | 50.0 | 54.55% | -11.16% | -21.22% | +45.45% | 11.02% | 37:16 | 29:53 | 31:52 | 34:32 | 37:55 | 1:01:15 | 06:03 | 04:28 |
 | Moon Shard | 6 | 13.04% | 47.9 | 66.67% | +4.17% | -16.67% | +33.33% | 0.00% | 49:50 | 45:00 | 45:48 | 50:21 | 51:49 | 54:12 | 06:01 | 04:27 |
 | Silver Edge | 4 | 8.70% | 45.8 | 75.00% | +13.10% | +25.00% | +25.00% | 0.00% | 40:01 | 27:25 | 27:25 | 32:53 | 41:43 | 58:04 | 14:18 | 10:35 |
 | Radiance | 2 | 4.35% | 43.8 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 19:10 | 19:02 | 19:02 | 19:17 | 19:17 | 19:17 | 00:15 | 00:11 |
 | Boots of Travel 2 | 7 | 15.22% | 41.7 | 57.14% | -6.96% | -7.14% | -7.14% | 0.00% | 46:12 | 41:13 | 41:26 | 43:00 | 45:05 | 60:23 | 03:39 | 02:42 |
 | Eye of Skadi | 11 | 23.91% | 39.6 | 45.45% | -23.12% | +21.22% | +21.22% | 0.00% | 30:42 | 22:33 | 27:41 | 30:46 | 32:54 | 37:43 | 05:13 | 03:51 |
 | Aghanim's Scepter | 5 | 10.87% | 37.5 | 60.00% | -3.41% | +40.00% | -60.00% | 0.00% | 44:38 | 41:10 | 41:10 | 42:41 | 46:21 | 51:10 | 05:11 | 03:50 |
 | Black King Bar | 9 | 19.57% | 35.4 | 44.44% | -23.13% | +5.56% | +5.56% | 0.00% | 35:58 | 24:16 | 28:59 | 37:47 | 40:16 | 43:17 | 11:17 | 08:21 |
 | Aghanim's Blessing | 3 | 6.52% | 33.3 | 66.67% | +3.88% | +33.33% | 0.00% | 0.00% | 46:44 | 42:41 | 42:41 | 46:21 | 51:10 | 51:10 | 08:29 | 06:17 |
 | Diffusal Blade | 4 | 8.70% | 31.3 | 50.00% | -14.29% | -50.00% | +50.00% | 0.00% | 20:30 | 16:15 | 16:15 | 17:30 | 20:46 | 27:30 | 04:31 | 03:20 |
 | Ring of Protection | 1 | 2.17% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.17% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.17% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 00:00 | 00:00 |
 | Buckler | 1 | 2.17% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.17% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.17% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Ring of Health | 2 | 4.35% | 14.6 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 37:23 | 36:09 | 36:09 | 38:37 | 38:37 | 38:37 | 02:28 | 01:49 |
 | Skull Basher | 2 | 4.35% | 12.5 | 50.00% | -13.64% | -50.00% | 0.00% | 0.00% | 34:21 | 33:56 | 33:56 | 34:46 | 34:46 | 34:46 | 00:50 | 00:37 |
 | Vanguard | 2 | 4.35% | 10.4 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 37:23 | 36:09 | 36:09 | 38:37 | 38:37 | 38:37 | 02:28 | 01:49 |
 | Abyssal Blade | 2 | 4.35% | 8.3 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 37:29 | 36:12 | 36:12 | 38:45 | 38:45 | 38:45 | 02:33 | 01:53 |
 | Bracer | 2 | 4.35% | 6.3 | 0.00% | -65.91% | 0.00% | 0.00% | 0.00% | 02:31 | 02:02 | 02:02 | 02:59 | 02:59 | 02:59 | 00:57 | 00:42 |
 | Ghost Scepter | 1 | 2.17% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Disperser | 1 | 2.17% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 00:00 | 00:00 |