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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 | |
 | Black King Bar | 61 | 66.30% | 100.0 | 68.85% | +30.14% | -8.85% | -8.85% | 0.00% | 27:56 | 20:06 | 24:46 | 27:35 | 30:36 | 38:51 | 05:50 | 04:19 |
 | Helm of the Overlord | 75 | 81.52% | 98.0 | 62.67% | +21.49% | +16.28% | -15.30% | -12.89% | 17:48 | 13:52 | 16:30 | 17:41 | 18:57 | 22:59 | 02:27 | 01:48 |
 | Helm of the Dominator | 85 | 92.39% | 96.0 | 61.18% | +32.61% | +0.72% | -4.04% | -2.60% | 09:11 | 05:31 | 08:01 | 09:08 | 09:51 | 13:36 | 01:50 | 01:21 |
 | Crown | 85 | 92.39% | 94.0 | 61.18% | +32.61% | -8.80% | -4.04% | 2.62% | 06:02 | 02:54 | 04:51 | 05:33 | 06:40 | 12:32 | 01:49 | 01:20 |
 | Helm of Iron Will | 86 | 93.48% | 92.0 | 60.47% | +27.14% | -5.92% | -12.85% | -4.62% | 03:45 | 01:47 | 02:35 | 03:19 | 04:05 | 10:11 | 01:30 | 01:06 |
 | Ring of Basilius | 91 | 98.91% | 90.0 | 59.34% | +59.34% | -7.17% | +10.23% | 3.72% | 08:59 | 01:22 | 06:52 | 09:54 | 11:33 | 15:04 | 04:41 | 03:28 |
 | Buckler | 91 | 98.91% | 88.0 | 59.34% | +59.34% | -11.51% | +10.23% | 8.05% | 11:32 | 02:48 | 10:13 | 11:38 | 12:55 | 18:37 | 02:42 | 02:00 |
 | Vladmir's Offering | 91 | 98.91% | 86.0 | 59.34% | +59.34% | +5.88% | -7.17% | -4.83% | 15:12 | 06:51 | 13:34 | 15:13 | 16:16 | 20:48 | 02:42 | 02:00 |
 | Ring of Protection | 91 | 98.91% | 84.0 | 59.34% | +59.34% | -24.56% | +1.53% | 7.87% | 09:29 | -01:29 | 09:16 | 11:10 | 12:35 | 18:37 | 03:19 | 02:27 |
 | Morbid Mask | 91 | 98.91% | 82.0 | 59.34% | +59.34% | -2.82% | -11.51% | -3.65% | 14:02 | 05:48 | 12:51 | 14:03 | 15:14 | 18:37 | 02:23 | 01:45 |
 | Quelling Blade | 70 | 76.09% | 80.0 | 60.00% | +5.45% | -4.44% | +10.59% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 91 | 98.91% | 78.0 | 58.24% | -41.76% | -10.41% | -19.11% | -2.84% | 10:00 | -01:29 | 08:17 | 10:14 | 11:21 | 27:02 | 03:04 | 02:16 |
 | Blink Dagger | 56 | 60.87% | 76.0 | 60.71% | +5.15% | +10.72% | -10.71% | -3.16% | 29:20 | 17:45 | 25:26 | 28:30 | 32:13 | 51:36 | 06:47 | 05:01 |
 | Aghanim's Shard | 70 | 76.09% | 74.0 | 58.57% | -0.52% | +19.21% | +12.02% | -1.17% | 24:09 | 15:49 | 20:21 | 22:24 | 26:30 | 46:13 | 06:09 | 04:33 |
 | Magic Wand | 38 | 41.30% | 72.0 | 63.16% | +7.60% | -3.16% | +14.62% | 1.73% | 05:31 | -01:30 | -01:29 | 01:01 | 11:47 | 25:10 | 13:16 | 09:49 |
 | Wind Lace | 42 | 45.65% | 70.0 | 61.90% | +5.90% | -7.35% | +8.10% | 2.70% | 18:49 | -01:29 | 16:29 | 19:00 | 22:12 | 42:55 | 05:43 | 04:14 |
 | Drum of Endurance | 24 | 26.09% | 68.0 | 66.67% | +10.79% | -16.67% | 0.00% | 2.11% | 22:24 | 11:24 | 17:51 | 20:59 | 25:44 | 33:18 | 07:53 | 05:50 |
 | Void Stone | 20 | 21.74% | 66.0 | 60.00% | +1.67% | 0.00% | -20.00% | -2.60% | 38:18 | 28:03 | 32:19 | 37:33 | 40:00 | 54:14 | 07:41 | 05:41 |
 | Magic Stick | 32 | 34.78% | 64.0 | 53.13% | -8.54% | -28.13% | +21.87% | 7.16% | 04:38 | -01:29 | -01:29 | 01:59 | 08:28 | 25:10 | 09:57 | 07:22 |
 | Ring of Health | 15 | 16.30% | 62.0 | 60.00% | +1.56% | +15.00% | -10.00% | -3.09% | 35:35 | 18:28 | 31:55 | 35:41 | 40:00 | 48:21 | 08:05 | 05:59 |
 | Tranquil Boots | 9 | 9.78% | 60.0 | 66.67% | +8.84% | +33.33% | +33.33% | 0.00% | 29:14 | 20:39 | 22:15 | 30:39 | 34:11 | 35:47 | 11:56 | 08:50 |
 | Aether Lens | 7 | 7.61% | 58.0 | 71.43% | +13.78% | +28.57% | +28.57% | 0.00% | 37:34 | 28:32 | 32:19 | 37:39 | 38:26 | 54:14 | 06:07 | 04:31 |
 | Assault Cuirass | 5 | 5.43% | 56.0 | 80.00% | +22.53% | +20.00% | +20.00% | 0.00% | 37:38 | 29:23 | 29:23 | 35:02 | 36:25 | 52:37 | 07:02 | 05:12 |
 | Wraith Pact | 14 | 15.22% | 54.0 | 50.00% | -10.26% | 0.00% | +50.00% | 21.13% | 20:25 | 13:39 | 18:10 | 18:47 | 20:32 | 38:22 | 02:22 | 01:45 |
 | Octarine Core | 6 | 6.52% | 52.0 | 66.67% | +8.53% | -16.67% | +33.33% | 0.00% | 45:08 | 38:13 | 39:23 | 41:55 | 51:51 | 55:07 | 12:28 | 09:14 |
 | Hood of Defiance | 2 | 2.17% | 50.0 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 26:36 | 21:35 | 21:35 | 31:37 | 31:37 | 31:37 | 10:02 | 07:25 |
 | Headdress | 2 | 2.17% | 48.0 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 27:39 | 24:05 | 24:05 | 31:13 | 31:13 | 31:13 | 07:08 | 05:17 |
 | Boots of Bearing | 7 | 7.61% | 46.0 | 57.14% | -1.68% | -7.14% | +42.86% | 10.00% | 31:27 | 22:22 | 29:11 | 33:42 | 34:11 | 35:47 | 05:00 | 03:42 |
 | Refresher Orb | 5 | 5.43% | 44.0 | 60.00% | +1.38% | +40.00% | -60.00% | 0.00% | 45:20 | 35:00 | 35:00 | 40:53 | 48:32 | 1:01:57 | 13:32 | 10:01 |
 | Arcane Boots | 7 | 7.61% | 42.0 | 42.86% | -17.14% | +7.14% | +57.14% | 4.98% | 35:22 | 24:00 | 26:31 | 36:12 | 36:34 | 54:58 | 10:03 | 07:26 |
 | Scythe of Vyse | 4 | 4.35% | 40.0 | 50.00% | -9.09% | +50.00% | -50.00% | 0.00% | 44:33 | 37:43 | 37:43 | 42:45 | 48:49 | 48:55 | 11:06 | 08:13 |
 | Sange | 1 | 1.09% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.09% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 00:00 | 00:00 |
 | Bracer | 1 | 1.09% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.09% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.09% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.09% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.09% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 2.17% | 24.0 | 50.00% | -8.89% | +50.00% | 0.00% | 0.00% | 29:36 | 17:31 | 17:31 | 41:41 | 41:41 | 41:41 | 24:10 | 17:54 |
 | Phase Boots | 3 | 3.26% | 22.0 | 33.33% | -26.22% | -33.33% | 0.00% | 0.00% | 18:18 | 06:00 | 06:00 | 23:07 | 25:48 | 25:48 | 19:48 | 14:40 |
 | Linken's Sphere | 3 | 3.26% | 20.0 | 33.33% | -26.22% | +66.67% | 0.00% | 0.00% | 41:47 | 39:06 | 39:06 | 40:06 | 46:09 | 46:09 | 07:03 | 05:13 |
 | Chainmail | 3 | 3.26% | 18.0 | 33.33% | -26.22% | -33.33% | 0.00% | 0.00% | 17:06 | 05:24 | 05:24 | 20:06 | 25:48 | 25:48 | 20:24 | 15:06 |
 | Lotus Orb | 3 | 3.26% | 16.0 | 33.33% | -26.22% | -33.33% | 0.00% | 0.00% | 35:32 | 32:29 | 32:29 | 36:10 | 37:56 | 37:56 | 05:27 | 04:02 |
 | Force Staff | 5 | 5.43% | 14.0 | 20.00% | -40.92% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Fluffy Hat | 5 | 5.43% | 12.0 | 20.00% | -40.92% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Vanguard | 1 | 1.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.09% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.09% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.09% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.09% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |