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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 | |
 | Manta Style | 9 | 39.13% | 100.0 | 88.89% | +46.03% | +11.11% | -38.89% | -4.94% | 32:08 | 23:59 | 26:18 | 27:36 | 36:25 | 51:46 | 10:07 | 07:29 |
 | Bottle | 9 | 39.13% | 98.3 | 88.89% | +46.03% | +11.11% | -38.89% | -50.00% | 01:20 | -00:19 | 01:01 | 01:28 | 01:46 | 02:04 | 00:45 | 00:33 |
 | Aghanim's Shard | 5 | 21.74% | 96.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:57 | 30:32 | 30:32 | 34:16 | 35:55 | 44:52 | 05:23 | 03:59 |
 | Yasha | 11 | 47.83% | 94.9 | 81.82% | +40.15% | +18.18% | -15.15% | -2.94% | 29:10 | 20:31 | 23:55 | 25:02 | 35:15 | 46:25 | 11:20 | 08:23 |
 | Blink Dagger | 4 | 17.39% | 93.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 29:37 | 07:38 | 07:38 | 31:47 | 36:15 | 42:48 | 28:37 | 21:11 |
 | Boots of Travel 2 | 7 | 30.43% | 91.5 | 85.71% | +35.71% | +14.29% | -35.71% | -4.41% | 47:14 | 38:05 | 39:18 | 42:19 | 50:39 | 1:02:38 | 11:21 | 08:24 |
 | Aghanim's Scepter | 12 | 52.17% | 89.8 | 75.00% | +29.55% | -8.33% | -8.33% | 0.00% | 25:58 | 17:22 | 18:46 | 21:09 | 33:12 | 43:47 | 14:26 | 10:41 |
 | Hurricane Pike | 14 | 60.87% | 88.1 | 71.43% | +26.99% | +3.57% | -4.76% | -0.68% | 30:40 | 20:18 | 24:37 | 29:16 | 36:56 | 41:09 | 12:19 | 09:07 |
 | Force Staff | 14 | 60.87% | 86.4 | 71.43% | +26.99% | +3.57% | +28.57% | 2.39% | 27:36 | 14:31 | 22:02 | 27:32 | 32:29 | 40:18 | 10:27 | 07:44 |
 | Magic Wand | 22 | 95.65% | 84.7 | 63.64% | +63.64% | +19.69% | -43.64% | -18.81% | 06:54 | -01:29 | 05:34 | 06:07 | 08:56 | 14:03 | 03:22 | 02:29 |
 | Fluffy Hat | 15 | 65.22% | 83.1 | 66.67% | +16.67% | -16.67% | +33.33% | 3.95% | 24:34 | 07:09 | 19:25 | 26:45 | 32:04 | 40:18 | 12:39 | 09:22 |
 | Void Stone | 6 | 26.09% | 81.4 | 83.33% | +30.39% | +16.67% | +16.67% | 0.00% | 36:08 | 08:40 | 30:05 | 37:19 | 46:27 | 56:12 | 16:22 | 12:07 |
 | Boots of Speed | 23 | 100.00% | 79.7 | 60.87% | +60.87% | +22.46% | +5.80% | -11.76% | 04:10 | 01:15 | 02:54 | 03:21 | 04:19 | 09:30 | 01:25 | 01:02 |
 | Magic Stick | 21 | 91.30% | 78.0 | 61.90% | +11.90% | +18.10% | -41.90% | -14.69% | 05:02 | -01:29 | 02:09 | 04:37 | 06:14 | 13:18 | 04:05 | 03:01 |
 | Wraith Band | 20 | 86.96% | 76.3 | 60.00% | -6.67% | -40.00% | 0.00% | 10.71% | 04:11 | 00:59 | 02:03 | 02:44 | 05:47 | 10:35 | 03:44 | 02:45 |
 | Dragon Lance | 18 | 78.26% | 74.6 | 61.11% | +1.11% | -21.11% | +13.89% | 3.12% | 18:13 | 10:40 | 12:56 | 14:54 | 24:10 | 40:00 | 11:14 | 08:19 |
 | Shiva's Guard | 3 | 13.04% | 72.9 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 34:49 | 33:16 | 33:16 | 35:06 | 36:06 | 36:06 | 02:50 | 02:05 |
 | Scythe of Vyse | 5 | 21.74% | 71.2 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 41:39 | 30:10 | 30:10 | 38:09 | 46:27 | 56:12 | 16:17 | 12:03 |
 | Black King Bar | 14 | 60.87% | 69.5 | 57.14% | -9.53% | +17.86% | +42.86% | 6.38% | 27:14 | 18:22 | 22:19 | 23:13 | 26:14 | 57:40 | 03:55 | 02:54 |
 | Wind Lace | 10 | 43.48% | 67.8 | 60.00% | -1.54% | +6.67% | -60.00% | -22.22% | 09:45 | 02:52 | 06:14 | 07:51 | 09:14 | 32:07 | 03:00 | 02:13 |
 | Boots of Travel | 6 | 26.09% | 66.1 | 66.67% | +7.85% | +33.33% | +33.33% | 0.00% | 26:38 | 12:55 | 19:59 | 26:12 | 33:46 | 40:33 | 13:47 | 10:12 |
 | Sange | 4 | 17.39% | 64.4 | 75.00% | +17.11% | +25.00% | +25.00% | 0.00% | 28:39 | 27:41 | 27:41 | 28:05 | 28:26 | 30:22 | 00:45 | 00:33 |
 | Eye of Skadi | 2 | 8.70% | 62.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:16 | 28:52 | 28:52 | 33:39 | 33:39 | 33:39 | 04:47 | 03:32 |
 | Bloodstone | 2 | 8.70% | 61.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 33:40 | 30:15 | 30:15 | 37:05 | 37:05 | 37:05 | 06:50 | 05:03 |
 | Kaya | 2 | 8.70% | 59.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:01 | 25:39 | 25:39 | 30:22 | 30:22 | 30:22 | 04:43 | 03:29 |
 | Moon Shard | 2 | 8.70% | 57.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 56:09 | 53:15 | 53:15 | 59:03 | 59:03 | 59:03 | 05:48 | 04:17 |
 | Crown | 2 | 8.70% | 55.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 03:26 | 01:12 | 01:12 | 05:39 | 05:39 | 05:39 | 04:27 | 03:17 |
 | Aghanim's Blessing | 2 | 8.70% | 54.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 50:47 | 46:41 | 46:41 | 54:52 | 54:52 | 54:52 | 08:11 | 06:03 |
 | Kaya and Sange | 2 | 8.70% | 52.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 29:13 | 28:03 | 28:03 | 30:22 | 30:22 | 30:22 | 02:19 | 01:42 |
 | Headdress | 3 | 13.04% | 50.8 | 66.67% | +6.67% | -66.67% | 0.00% | 10.20% | 11:35 | 08:56 | 08:56 | 10:20 | 15:28 | 15:28 | 06:32 | 04:50 |
 | Power Treads | 8 | 34.78% | 49.2 | 37.50% | -35.83% | +12.50% | +12.50% | 0.00% | 08:49 | 06:04 | 06:47 | 07:38 | 09:22 | 14:20 | 02:35 | 01:54 |
 | Silver Edge | 1 | 4.35% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.35% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.35% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 4.35% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.35% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 4.35% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.35% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:33 | 51:33 | 51:33 | 51:33 | 51:33 | 51:33 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.35% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Buckler | 1 | 4.35% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.35% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.35% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.35% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.35% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:21 | 44:21 | 44:21 | 44:21 | 44:21 | 44:21 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.35% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:00 | 1:05:00 | 1:05:00 | 1:05:00 | 1:05:00 | 1:05:00 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.35% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 4.35% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 4.35% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Ring of Health | 2 | 8.70% | 18.6 | 50.00% | -11.90% | +50.00% | 0.00% | 0.00% | 10:05 | 04:08 | 04:08 | 16:01 | 16:01 | 16:01 | 11:53 | 08:48 |
 | Heaven's Halberd | 2 | 8.70% | 16.9 | 50.00% | -11.90% | +50.00% | 0.00% | 0.00% | 29:40 | 28:26 | 28:26 | 30:54 | 30:54 | 30:54 | 02:28 | 01:49 |
 | Mekansm | 2 | 8.70% | 15.3 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 15:24 | 13:09 | 13:09 | 17:39 | 17:39 | 17:39 | 04:30 | 03:20 |
 | Chainmail | 2 | 8.70% | 13.6 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 14:05 | 12:42 | 12:42 | 15:28 | 15:28 | 15:28 | 02:46 | 02:02 |
 | Arcane Boots | 2 | 8.70% | 11.9 | 50.00% | -11.90% | +50.00% | 0.00% | 0.00% | 05:16 | 05:01 | 05:01 | 05:31 | 05:31 | 05:31 | 00:30 | 00:22 |
 | Quelling Blade | 3 | 13.04% | 10.2 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 14:24 | -01:29 | -01:29 | 14:02 | 30:39 | 30:39 | 32:08 | 23:48 |
 | Pipe of Insight | 1 | 4.35% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 4.35% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 8.70% | 5.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 09:35 | 08:48 | 08:48 | 10:21 | 10:21 | 10:21 | 01:33 | 01:08 |
 | Helm of Iron Will | 1 | 4.35% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.35% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |