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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 | 6 | 8.33% | 100.0 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 28:29 | 15:26 | 24:56 | 26:15 | 36:28 | 37:32 | 11:32 | 08:32 |
 | Force Staff | 48 | 66.67% | 98.1 | 60.42% | +14.59% | +14.58% | -18.75% | -5.29% | 24:13 | 15:22 | 20:02 | 22:42 | 26:20 | 48:27 | 06:18 | 04:40 |
 | Tranquil Boots | 15 | 20.83% | 96.3 | 73.33% | +22.45% | +1.67% | +26.67% | 2.95% | 20:54 | 08:40 | 15:48 | 22:04 | 24:16 | 28:29 | 08:28 | 06:16 |
 | Boots of Speed | 68 | 94.44% | 94.4 | 57.35% | +32.35% | -10.29% | -16.17% | -2.13% | 07:04 | -01:29 | 05:19 | 06:43 | 08:05 | 26:09 | 02:46 | 02:02 |
 | Boots of Bearing | 10 | 13.89% | 92.6 | 80.00% | +28.39% | -46.67% | +20.00% | 14.24% | 29:06 | 24:46 | 26:11 | 27:53 | 30:52 | 40:41 | 04:41 | 03:28 |
 | Magic Wand | 67 | 93.06% | 90.7 | 56.72% | +16.72% | +2.10% | +2.10% | 0.00% | 08:49 | 01:02 | 05:47 | 08:13 | 10:35 | 20:41 | 04:48 | 03:33 |
 | Magic Stick | 70 | 97.22% | 88.9 | 55.71% | +5.71% | -0.15% | +3.11% | 0.58% | 04:06 | -01:29 | 00:54 | 02:54 | 06:32 | 19:50 | 05:38 | 04:10 |
 | Fluffy Hat | 62 | 86.11% | 87.0 | 54.84% | -5.16% | +20.16% | -21.51% | -4.60% | 12:53 | -01:29 | 08:34 | 11:32 | 17:37 | 26:43 | 09:03 | 06:42 |
 | Drum of Endurance | 18 | 25.00% | 85.2 | 66.67% | +14.82% | +13.33% | +8.33% | -0.45% | 19:31 | 11:18 | 14:22 | 16:12 | 25:27 | 39:20 | 11:05 | 08:12 |
 | Hurricane Pike | 20 | 27.78% | 83.3 | 65.00% | +13.08% | +35.00% | -5.00% | -5.35% | 29:57 | 19:02 | 23:00 | 25:09 | 30:29 | 1:12:45 | 07:29 | 05:32 |
 | Black King Bar | 4 | 5.56% | 81.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 45:19 | 34:05 | 34:05 | 44:16 | 47:22 | 55:34 | 13:17 | 09:50 |
 | Wind Lace | 35 | 48.61% | 79.6 | 57.14% | +3.09% | -1.58% | -12.70% | -0.88% | 18:18 | 05:15 | 09:30 | 16:57 | 22:09 | 47:52 | 12:39 | 09:22 |
 | Dragon Lance | 29 | 40.28% | 77.8 | 58.62% | +5.13% | +27.09% | -1.48% | -3.58% | 23:14 | 10:30 | 17:27 | 19:36 | 25:26 | 1:12:21 | 07:59 | 05:54 |
 | Blight Stone | 44 | 61.11% | 75.9 | 54.55% | -2.59% | 0.00% | -9.10% | -9.10% | 01:37 | -01:29 | -01:29 | -01:29 | -01:28 | 34:55 | 00:01 | 00:00 |
 | Chainmail | 24 | 33.33% | 74.1 | 58.33% | +4.16% | -8.33% | -8.33% | 0.00% | 19:58 | 06:09 | 15:51 | 18:36 | 24:58 | 36:59 | 09:07 | 06:45 |
 | Power Treads | 34 | 47.22% | 72.2 | 52.94% | -4.95% | +24.84% | +9.56% | -3.84% | 13:27 | 08:07 | 10:04 | 12:48 | 14:03 | 24:53 | 03:59 | 02:57 |
 | Medallion of Courage | 19 | 26.39% | 70.4 | 57.89% | +3.17% | +2.11% | -17.89% | -3.65% | 19:39 | 06:49 | 16:01 | 16:58 | 21:30 | 36:59 | 05:29 | 04:03 |
 | Solar Crest | 15 | 20.83% | 68.5 | 60.00% | +5.61% | +15.00% | -10.00% | -2.46% | 27:41 | 18:41 | 20:50 | 24:45 | 31:00 | 50:45 | 10:10 | 07:31 |
 | Crown | 15 | 20.83% | 66.7 | 60.00% | +5.61% | +15.00% | -10.00% | -2.64% | 25:21 | 16:57 | 19:28 | 20:36 | 28:57 | 50:44 | 09:29 | 07:01 |
 | Headdress | 11 | 15.28% | 64.8 | 63.64% | +9.54% | -63.64% | +36.36% | 12.37% | 20:03 | 09:12 | 12:23 | 16:18 | 20:28 | 59:09 | 08:05 | 05:59 |
 | Buckler | 3 | 4.17% | 63.0 | 100.00% | +46.38% | 0.00% | 0.00% | 0.00% | 42:32 | 31:36 | 31:36 | 41:10 | 54:49 | 54:49 | 23:13 | 17:11 |
 | Lotus Orb | 5 | 6.94% | 61.1 | 80.00% | +26.27% | +20.00% | +20.00% | 0.00% | 38:42 | 31:51 | 31:51 | 40:26 | 41:00 | 41:57 | 09:09 | 06:46 |
 | Glimmer Cape | 12 | 16.67% | 59.3 | 58.33% | +3.33% | +8.34% | -25.00% | -3.08% | 25:13 | 14:56 | 18:25 | 27:23 | 29:15 | 34:30 | 10:50 | 08:01 |
 | Void Stone | 10 | 13.89% | 57.4 | 60.00% | +5.16% | +6.67% | -10.00% | -3.07% | 41:24 | 31:38 | 38:16 | 39:51 | 43:42 | 1:01:52 | 05:26 | 04:01 |
 | Ring of Health | 15 | 20.83% | 55.6 | 46.67% | -11.22% | -21.67% | +28.33% | 3.05% | 34:05 | 15:15 | 23:26 | 38:15 | 39:49 | 59:27 | 16:23 | 12:08 |
 | Sange | 2 | 2.78% | 53.7 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 32:33 | 32:03 | 32:03 | 33:03 | 33:03 | 33:03 | 01:00 | 00:44 |
 | Heaven's Halberd | 2 | 2.78% | 51.9 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 34:27 | 33:43 | 33:43 | 35:10 | 35:10 | 35:10 | 01:27 | 01:04 |
 | Monkey King Bar | 2 | 2.78% | 50.0 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 44:38 | 36:39 | 36:39 | 52:36 | 52:36 | 52:36 | 15:57 | 11:48 |
 | Witch Blade | 2 | 2.78% | 48.1 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 22:59 | 21:44 | 21:44 | 24:13 | 24:13 | 24:13 | 02:29 | 01:50 |
 | Quelling Blade | 2 | 2.78% | 46.3 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 04:44 | 00:12 | 00:12 | 09:15 | 09:15 | 09:15 | 09:03 | 06:42 |
 | Ring of Basilius | 2 | 2.78% | 44.4 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 48:01 | 41:11 | 41:11 | 54:50 | 54:50 | 54:50 | 13:39 | 10:06 |
 | Vladmir's Offering | 2 | 2.78% | 42.6 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 48:02 | 41:12 | 41:12 | 54:51 | 54:51 | 54:51 | 13:39 | 10:06 |
 | Morbid Mask | 2 | 2.78% | 40.7 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 48:01 | 41:11 | 41:11 | 54:50 | 54:50 | 54:50 | 13:39 | 10:06 |
 | Holy Locket | 8 | 11.11% | 38.9 | 50.00% | -6.25% | -50.00% | +50.00% | 18.87% | 17:45 | 13:35 | 14:27 | 15:03 | 19:45 | 25:47 | 05:18 | 03:55 |
 | Ring of Protection | 5 | 6.94% | 37.0 | 60.00% | +4.78% | -60.00% | +40.00% | 2.52% | 25:40 | -01:29 | -01:29 | 31:36 | 41:10 | 54:49 | 42:39 | 31:35 |
 | Arcane Boots | 3 | 4.17% | 35.2 | 66.67% | +11.60% | -66.67% | 0.00% | 0.00% | 20:02 | 13:05 | 13:05 | 17:18 | 29:43 | 29:43 | 16:38 | 12:19 |
 | Bracer | 3 | 4.17% | 33.3 | 66.67% | +11.60% | +33.33% | 0.00% | 0.00% | 09:43 | 05:48 | 05:48 | 11:32 | 11:48 | 11:48 | 06:00 | 04:26 |
 | Javelin | 3 | 4.17% | 31.5 | 66.67% | +11.60% | +33.33% | 0.00% | 0.00% | 45:56 | 36:00 | 36:00 | 50:07 | 51:41 | 51:41 | 15:41 | 11:37 |
 | Moon Shard | 1 | 1.39% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.39% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.39% | 25.9 | 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 |
 | Pipe of Insight | 1 | 1.39% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:47 | 1:03:47 | 1:03:47 | 1:03:47 | 1:03:47 | 1:03:47 | 00:00 | 00:00 |
 | Hood of Defiance | 6 | 8.33% | 22.2 | 33.33% | -24.25% | +16.67% | +66.67% | 2.49% | 29:04 | 15:15 | 18:11 | 19:34 | 38:18 | 59:37 | 20:07 | 14:54 |
 | Mekansm | 2 | 2.78% | 20.4 | 50.00% | -5.71% | -50.00% | 0.00% | 0.00% | 22:27 | 18:31 | 18:31 | 26:23 | 26:23 | 26:23 | 07:52 | 05:49 |
 | Eul's Scepter of Divinity | 2 | 2.78% | 18.5 | 50.00% | -5.71% | +50.00% | 0.00% | 0.00% | 53:05 | 43:46 | 43:46 | 1:02:23 | 1:02:23 | 1:02:23 | 18:37 | 13:47 |
 | Wind Waker | 2 | 2.78% | 16.7 | 50.00% | -5.71% | +50.00% | 0.00% | 0.00% | 55:53 | 49:23 | 49:23 | 1:02:23 | 1:02:23 | 1:02:23 | 13:00 | 09:37 |
 | Null Talisman | 2 | 2.78% | 14.8 | 50.00% | -5.71% | +50.00% | 0.00% | 0.00% | 17:24 | 05:13 | 05:13 | 29:34 | 29:34 | 29:34 | 24:21 | 18:02 |
 | Ghost Scepter | 3 | 4.17% | 13.0 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 39:36 | 33:59 | 33:59 | 39:44 | 45:05 | 45:05 | 11:06 | 08:13 |
 | Crimson Guard | 1 | 1.39% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.39% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.39% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.39% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.39% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.39% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 00:00 | 00:00 |