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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 Scepter | 10 | 14.71% | 100.0 | 80.00% | +42.07% | +20.00% | +20.00% | 0.00% | 32:36 | 21:16 | 24:56 | 29:13 | 41:07 | 43:26 | 16:11 | 11:59 |
 | Aghanim's Shard | 28 | 41.18% | 97.9 | 57.14% | +22.14% | +14.29% | -28.57% | -5.57% | 24:02 | 16:10 | 19:11 | 21:25 | 26:53 | 41:42 | 07:42 | 05:42 |
 | Assault Cuirass | 54 | 79.41% | 95.7 | 50.00% | +28.57% | +14.29% | -19.23% | -5.12% | 28:22 | 21:23 | 24:35 | 27:24 | 31:08 | 41:28 | 06:33 | 04:51 |
 | Helm of the Overlord | 66 | 97.06% | 93.6 | 45.45% | +45.45% | -4.27% | -26.70% | -11.03% | 16:14 | 13:19 | 15:08 | 16:08 | 17:10 | 20:42 | 02:02 | 01:30 |
 | Morbid Mask | 67 | 98.53% | 91.5 | 44.78% | +44.78% | -9.49% | -21.25% | -5.98% | 12:41 | 09:52 | 11:35 | 12:34 | 13:33 | 16:56 | 01:58 | 01:27 |
 | Vladmir's Offering | 67 | 98.53% | 89.4 | 44.78% | +44.78% | -3.60% | -15.37% | -5.31% | 13:47 | 11:12 | 12:37 | 13:40 | 14:50 | 18:16 | 02:13 | 01:38 |
 | Helm of the Dominator | 68 | 100.00% | 87.2 | 44.12% | +44.12% | -8.83% | -8.83% | 0.00% | 08:38 | 06:30 | 07:44 | 08:36 | 09:23 | 11:17 | 01:39 | 01:13 |
 | Ring of Basilius | 68 | 100.00% | 85.1 | 44.12% | +44.12% | -2.94% | -20.59% | -10.49% | 10:01 | 02:11 | 09:14 | 10:06 | 10:55 | 12:31 | 01:41 | 01:14 |
 | Buckler | 68 | 100.00% | 83.0 | 44.12% | +44.12% | -8.83% | -8.83% | 0.00% | 10:51 | 08:19 | 09:33 | 10:37 | 11:59 | 15:19 | 02:26 | 01:48 |
 | Ring of Protection | 68 | 100.00% | 80.9 | 44.12% | +44.12% | +2.94% | -2.94% | -0.64% | 07:11 | -01:29 | -01:28 | 09:12 | 10:40 | 15:19 | 12:08 | 08:59 |
 | Helm of Iron Will | 68 | 100.00% | 78.7 | 44.12% | +44.12% | +14.70% | -2.94% | -14.50% | 03:39 | 01:58 | 02:57 | 03:32 | 04:10 | 06:22 | 01:13 | 00:54 |
 | Crown | 66 | 97.06% | 76.6 | 43.94% | -6.06% | +9.00% | -12.69% | -14.30% | 05:20 | 03:22 | 04:29 | 05:03 | 06:00 | 08:26 | 01:31 | 01:07 |
 | Magic Stick | 20 | 29.41% | 74.5 | 55.00% | +15.42% | -35.00% | +5.00% | 40.00% | 00:08 | -01:29 | -01:29 | -01:29 | -01:28 | 16:33 | 00:01 | 00:00 |
 | Quelling Blade | 65 | 95.59% | 72.3 | 43.08% | -23.59% | +6.92% | -5.58% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 01:12 | 00:00 | 00:00 |
 | Boots of Speed | 16 | 23.53% | 70.2 | 56.25% | +15.87% | +18.75% | -6.25% | -1.20% | 29:45 | 14:36 | 19:26 | 25:30 | 40:16 | 57:57 | 20:50 | 15:25 |
 | Boots of Bearing | 7 | 10.29% | 68.1 | 71.43% | +30.45% | +28.57% | -21.43% | 0.00% | 34:18 | 22:33 | 26:43 | 31:29 | 34:29 | 48:15 | 07:46 | 05:45 |
 | Tranquil Boots | 7 | 10.29% | 66.0 | 71.43% | +30.45% | +28.57% | -21.43% | 0.00% | 35:17 | 19:58 | 30:54 | 34:29 | 40:16 | 46:49 | 09:22 | 06:56 |
 | Skull Basher | 7 | 10.29% | 63.8 | 71.43% | +30.45% | +28.57% | -21.43% | 0.00% | 39:19 | 27:47 | 32:39 | 38:52 | 40:44 | 57:06 | 08:05 | 05:59 |
 | Magic Wand | 6 | 8.82% | 61.7 | 66.67% | +24.73% | -16.67% | +33.33% | 0.00% | 08:31 | -01:28 | -01:22 | 05:32 | 16:54 | 25:20 | 18:16 | 13:31 |
 | Void Stone | 15 | 22.06% | 59.6 | 46.67% | +3.27% | +3.33% | -21.67% | -2.35% | 34:44 | 18:33 | 27:49 | 34:35 | 38:27 | 55:55 | 10:38 | 07:52 |
 | Scythe of Vyse | 12 | 17.65% | 57.4 | 50.00% | +7.14% | -16.67% | -16.67% | 0.00% | 37:46 | 23:39 | 33:15 | 37:49 | 39:14 | 56:05 | 05:59 | 04:25 |
 | Ring of Health | 4 | 5.88% | 55.3 | 75.00% | +32.81% | +25.00% | -75.00% | 0.00% | 38:06 | 19:53 | 19:53 | 28:48 | 48:25 | 55:16 | 28:32 | 21:08 |
 | Heaven's Halberd | 4 | 5.88% | 53.2 | 75.00% | +32.81% | +25.00% | -75.00% | 0.00% | 34:11 | 26:57 | 26:57 | 28:03 | 30:35 | 51:10 | 03:38 | 02:41 |
 | Sange | 4 | 5.88% | 51.1 | 75.00% | +32.81% | +25.00% | -75.00% | 0.00% | 32:12 | 23:54 | 23:54 | 26:20 | 29:47 | 48:45 | 05:53 | 04:21 |
 | Drum of Endurance | 37 | 54.41% | 48.9 | 35.14% | -19.70% | -1.81% | -1.81% | 0.00% | 20:07 | 16:40 | 18:22 | 19:28 | 21:16 | 30:33 | 02:54 | 02:08 |
 | Wind Lace | 41 | 60.29% | 46.8 | 34.15% | -25.11% | -14.15% | +5.85% | 7.10% | 19:13 | 14:55 | 16:39 | 17:47 | 19:28 | 39:26 | 02:49 | 02:05 |
 | Hood of Defiance | 2 | 2.94% | 44.7 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 24:22 | 19:55 | 19:55 | 28:48 | 28:48 | 28:48 | 08:53 | 06:34 |
 | Moon Shard | 2 | 2.94% | 42.6 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 41:43 | 37:19 | 37:19 | 46:06 | 46:06 | 46:06 | 08:47 | 06:30 |
 | Headdress | 2 | 2.94% | 40.4 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 24:32 | 18:21 | 18:21 | 30:43 | 30:43 | 30:43 | 12:22 | 09:09 |
 | Pipe of Insight | 2 | 2.94% | 38.3 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Blink Dagger | 2 | 2.94% | 36.2 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 27:31 | 22:01 | 22:01 | 33:01 | 33:01 | 33:01 | 11:00 | 08:08 |
 | Black King Bar | 25 | 36.76% | 34.0 | 36.00% | -12.84% | +14.00% | -2.67% | -1.94% | 35:15 | 24:08 | 29:21 | 34:43 | 37:56 | 1:05:27 | 08:35 | 06:21 |
 | Linken's Sphere | 1 | 1.47% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.47% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.47% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.47% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.47% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Nullifier | 8 | 11.76% | 21.3 | 25.00% | -21.67% | +25.00% | +25.00% | 0.00% | 46:33 | 35:38 | 39:13 | 44:03 | 49:02 | 1:09:46 | 09:49 | 07:16 |
 | Abyssal Blade | 2 | 2.94% | 19.1 | 50.00% | +6.06% | -50.00% | 0.00% | 0.00% | 59:47 | 55:44 | 55:44 | 1:03:49 | 1:03:49 | 1:03:49 | 08:05 | 05:59 |
 | Vanguard | 2 | 2.94% | 17.0 | 50.00% | +6.06% | -50.00% | 0.00% | 0.00% | 59:33 | 55:16 | 55:16 | 1:03:49 | 1:03:49 | 1:03:49 | 08:33 | 06:20 |
 | Boots of Travel | 2 | 2.94% | 14.9 | 50.00% | +6.06% | +50.00% | 0.00% | 0.00% | 43:35 | 28:08 | 28:08 | 59:02 | 59:02 | 59:02 | 30:54 | 22:53 |
 | Diadem | 2 | 2.94% | 12.8 | 50.00% | +6.06% | -50.00% | 0.00% | 0.00% | 07:47 | 07:33 | 07:33 | 08:01 | 08:01 | 08:01 | 00:28 | 00:20 |
 | Orchid Malevolence | 3 | 4.41% | 10.6 | 33.33% | -11.29% | -33.33% | 0.00% | 0.00% | 26:43 | 21:26 | 21:26 | 27:54 | 30:48 | 30:48 | 09:22 | 06:56 |
 | Chainmail | 1 | 1.47% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.47% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.47% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 1.47% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 |