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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 | |
 | Aghanim's Shard | 17 | 73.91% | 100.0 | 64.71% | +64.71% | +10.29% | +10.29% | 0.00% | 24:50 | 21:17 | 22:06 | 23:20 | 26:21 | 31:18 | 04:15 | 03:08 |
 | Sange | 13 | 56.52% | 97.2 | 61.54% | +31.54% | +5.13% | -28.21% | -2.84% | 21:42 | 13:28 | 15:09 | 20:04 | 26:54 | 32:07 | 11:45 | 08:42 |
 | Void Stone | 11 | 47.83% | 94.4 | 63.64% | +30.31% | -63.64% | +36.36% | 3.63% | 29:27 | 12:27 | 13:50 | 33:16 | 41:25 | 42:24 | 27:35 | 20:25 |
 | Shiva's Guard | 5 | 21.74% | 91.7 | 80.00% | +41.11% | +20.00% | +20.00% | 0.00% | 34:05 | 29:28 | 29:28 | 35:19 | 35:28 | 36:31 | 06:00 | 04:26 |
 | Magic Wand | 22 | 95.65% | 88.9 | 50.00% | +50.00% | 0.00% | -10.00% | -2.22% | 06:05 | 00:46 | 03:52 | 05:52 | 08:22 | 12:40 | 04:30 | 03:20 |
 | Magic Stick | 22 | 95.65% | 86.1 | 50.00% | +50.00% | +33.33% | -10.00% | -9.81% | 04:11 | -01:29 | 02:11 | 03:23 | 06:36 | 12:40 | 04:25 | 03:16 |
 | Kaya and Sange | 12 | 52.17% | 83.3 | 58.33% | +21.97% | +8.34% | -25.00% | -3.61% | 22:13 | 15:28 | 17:40 | 19:00 | 26:54 | 32:13 | 09:14 | 06:50 |
 | Null Talisman | 21 | 91.30% | 80.6 | 47.62% | -2.38% | -7.62% | +32.38% | 35.29% | 04:06 | 02:15 | 03:23 | 04:06 | 04:31 | 06:38 | 01:08 | 00:50 |
 | Bottle | 22 | 95.65% | 77.8 | 45.45% | -54.55% | +37.88% | -25.45% | -63.33% | 01:34 | 01:03 | 01:15 | 01:24 | 01:35 | 03:08 | 00:20 | 00:14 |
 | Boots of Speed | 22 | 95.65% | 75.0 | 45.45% | -54.55% | -28.78% | +14.55% | 27.95% | 07:01 | 05:16 | 05:40 | 06:29 | 07:13 | 17:37 | 01:33 | 01:08 |
 | Power Treads | 22 | 95.65% | 72.2 | 45.45% | -54.55% | +4.55% | +34.55% | 11.92% | 10:56 | 07:51 | 08:38 | 09:44 | 11:09 | 29:27 | 02:31 | 01:51 |
 | Black King Bar | 17 | 73.91% | 69.4 | 47.06% | -2.94% | +27.94% | -22.06% | -7.79% | 23:39 | 18:48 | 19:50 | 24:03 | 26:15 | 32:03 | 06:25 | 04:45 |
 | Kaya | 15 | 65.22% | 66.7 | 46.67% | -3.33% | +3.33% | +3.33% | 0.00% | 18:08 | 12:05 | 14:39 | 17:09 | 17:56 | 28:01 | 03:17 | 02:25 |
 | Scythe of Vyse | 2 | 8.70% | 63.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 42:19 | 42:02 | 42:02 | 42:35 | 42:35 | 42:35 | 00:33 | 00:24 |
 | Wind Lace | 2 | 8.70% | 61.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 23:58 | 11:38 | 11:38 | 36:18 | 36:18 | 36:18 | 24:40 | 18:16 |
 | Ring of Health | 7 | 30.43% | 58.3 | 57.14% | +13.39% | -7.14% | -7.14% | 0.00% | 40:48 | 26:42 | 33:15 | 41:24 | 47:23 | 51:22 | 14:08 | 10:28 |
 | Spirit Vessel | 1 | 4.35% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 00:00 | 00:00 |
 | Crown | 1 | 4.35% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.35% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.35% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:23 | 51:23 | 51:23 | 51:23 | 51:23 | 51:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.35% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Dagon | 1 | 4.35% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.35% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.35% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 8.70% | 30.6 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 20:39 | 07:10 | 07:10 | 34:08 | 34:08 | 34:08 | 26:58 | 19:58 |
 | Bloodthorn | 3 | 13.04% | 27.8 | 33.33% | -16.67% | -33.33% | 0.00% | 1.98% | 42:36 | 34:20 | 34:20 | 42:17 | 51:11 | 51:11 | 16:51 | 12:28 |
 | Mage Slayer | 3 | 13.04% | 25.0 | 33.33% | -16.67% | -33.33% | 0.00% | 2.00% | 41:59 | 34:19 | 34:19 | 40:38 | 51:01 | 51:01 | 16:42 | 12:22 |
 | Linken's Sphere | 4 | 17.39% | 22.2 | 25.00% | -27.63% | -25.00% | -25.00% | 0.00% | 37:12 | 29:48 | 29:48 | 33:20 | 36:43 | 48:55 | 06:55 | 05:07 |
 | Orchid Malevolence | 4 | 17.39% | 19.4 | 25.00% | -27.63% | -25.00% | +75.00% | 96.77% | 22:57 | 16:01 | 16:01 | 16:26 | 17:03 | 42:17 | 01:02 | 00:45 |
 | Assault Cuirass | 1 | 4.35% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.35% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Satanic | 1 | 4.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.35% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:57 | 60:57 | 60:57 | 60:57 | 60:57 | 60:57 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.35% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Buckler | 1 | 4.35% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |