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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 | |
 | Assault Cuirass | 39 | 55.71% | 100.0 | 56.41% | +27.38% | -6.41% | -6.41% | 0.00% | 24:11 | 18:13 | 22:10 | 24:21 | 25:17 | 32:03 | 03:07 | 02:18 |
 | Skull Basher | 31 | 44.29% | 98.2 | 58.06% | +24.73% | -8.06% | -8.06% | 0.00% | 27:26 | 18:43 | 25:09 | 26:38 | 28:59 | 45:34 | 03:50 | 02:50 |
 | Buckler | 43 | 61.43% | 96.4 | 53.49% | +23.86% | +1.06% | -17.13% | -5.17% | 23:34 | 16:32 | 21:16 | 23:08 | 24:47 | 36:28 | 03:31 | 02:36 |
 | Magic Stick | 40 | 57.14% | 94.6 | 52.50% | +19.17% | -32.50% | +7.50% | 40.00% | 00:59 | -01:29 | -01:29 | -01:29 | 02:07 | 13:52 | 03:36 | 02:40 |
 | Chainmail | 47 | 67.14% | 92.9 | 51.06% | +20.63% | -1.06% | -1.06% | 0.00% | 07:43 | 01:07 | 04:42 | 05:45 | 07:47 | 25:12 | 03:05 | 02:17 |
 | Phase Boots | 45 | 64.29% | 91.1 | 51.11% | +19.11% | -5.66% | -5.66% | 0.00% | 08:47 | 04:00 | 05:57 | 07:20 | 08:33 | 25:24 | 02:36 | 01:55 |
 | Blink Dagger | 58 | 82.86% | 89.3 | 48.28% | +23.28% | +5.05% | -12.57% | -4.39% | 20:45 | 12:02 | 18:11 | 20:08 | 22:12 | 36:42 | 04:01 | 02:58 |
 | Black King Bar | 51 | 72.86% | 87.5 | 49.02% | +17.44% | +12.52% | -25.94% | -12.96% | 19:24 | 15:06 | 17:38 | 18:43 | 20:36 | 30:57 | 02:58 | 02:11 |
 | Ring of Protection | 66 | 94.29% | 85.7 | 46.97% | +46.97% | -11.68% | +9.28% | 5.33% | 03:40 | -01:29 | 01:22 | 03:14 | 05:18 | 32:18 | 03:56 | 02:54 |
 | Radiance | 56 | 80.00% | 83.9 | 48.21% | +19.64% | +8.93% | -26.78% | -18.31% | 14:19 | 09:47 | 13:08 | 14:09 | 15:05 | 20:21 | 01:57 | 01:26 |
 | Quelling Blade | 57 | 81.43% | 82.1 | 47.37% | +16.60% | -4.51% | +2.63% | 0.00% | -01:05 | -01:29 | -01:29 | -01:29 | -01:29 | 08:25 | 00:00 | 00:00 |
 | Soul Ring | 65 | 92.86% | 80.4 | 46.15% | +26.15% | +3.85% | +10.10% | 2.02% | 04:49 | 00:56 | 03:10 | 04:18 | 06:16 | 14:16 | 03:06 | 02:17 |
 | Ring of Health | 26 | 37.14% | 78.6 | 53.85% | +15.21% | +3.29% | -20.52% | -3.81% | 32:02 | 22:26 | 27:34 | 29:53 | 33:49 | 54:38 | 06:15 | 04:37 |
 | Boots of Speed | 70 | 100.00% | 76.8 | 44.29% | +44.29% | +11.27% | -9.00% | -8.50% | 04:03 | 01:12 | 02:24 | 03:26 | 04:47 | 10:40 | 02:23 | 01:45 |
 | Magic Wand | 27 | 38.57% | 75.0 | 51.85% | +12.32% | +5.29% | -8.99% | -1.39% | 06:32 | -01:29 | -01:29 | 06:13 | 11:47 | 20:35 | 13:16 | 09:49 |
 | Vanguard | 21 | 30.00% | 73.2 | 52.38% | +11.56% | +7.62% | -12.38% | -3.92% | 31:32 | 26:10 | 27:34 | 29:53 | 32:40 | 45:53 | 05:06 | 03:46 |
 | Overwhelming Blink | 12 | 17.14% | 71.4 | 58.33% | +16.95% | +8.34% | +8.34% | 0.00% | 33:29 | 24:26 | 29:29 | 32:43 | 34:37 | 50:38 | 05:08 | 03:48 |
 | Abyssal Blade | 20 | 28.57% | 69.6 | 50.00% | +8.00% | +10.00% | +10.00% | 0.00% | 32:05 | 26:13 | 27:36 | 30:08 | 34:00 | 46:20 | 06:24 | 04:44 |
 | Aghanim's Scepter | 19 | 27.14% | 67.9 | 47.37% | +4.23% | -27.37% | +12.63% | 1.88% | 30:31 | 14:31 | 17:15 | 33:25 | 38:29 | 56:46 | 21:14 | 15:43 |
 | Helm of Iron Will | 6 | 8.57% | 66.1 | 66.67% | +24.48% | -16.67% | +33.33% | 24.59% | 08:38 | 04:17 | 04:35 | 05:21 | 06:37 | 25:28 | 02:02 | 01:30 |
 | Aghanim's Shard | 19 | 27.14% | 64.3 | 42.11% | -2.99% | +17.89% | -2.11% | -1.67% | 32:43 | 17:25 | 24:55 | 32:06 | 36:52 | 1:03:27 | 11:57 | 08:51 |
 | Eye of Skadi | 2 | 2.86% | 62.5 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 34:53 | 33:29 | 33:29 | 36:17 | 36:17 | 36:17 | 02:48 | 02:04 |
 | Wind Lace | 14 | 20.00% | 60.7 | 42.86% | -1.78% | +7.14% | -9.53% | -5.68% | 09:47 | 05:27 | 06:18 | 07:05 | 09:14 | 39:14 | 02:56 | 02:10 |
 | Armlet of Mordiggian | 5 | 7.14% | 58.9 | 60.00% | +16.92% | +40.00% | -60.00% | -63.16% | 09:33 | 08:30 | 08:30 | 09:19 | 10:05 | 10:59 | 01:35 | 01:10 |
 | Void Stone | 9 | 12.86% | 57.1 | 44.44% | +0.18% | -44.44% | +5.56% | 4.23% | 33:21 | 20:52 | 21:59 | 28:04 | 33:49 | 56:46 | 11:50 | 08:45 |
 | Morbid Mask | 6 | 8.57% | 55.4 | 50.00% | +6.25% | 0.00% | +50.00% | 5.15% | 33:03 | 25:35 | 26:46 | 32:18 | 36:28 | 40:47 | 09:42 | 07:11 |
 | Power Treads | 10 | 14.29% | 53.6 | 40.00% | -5.00% | -6.67% | -40.00% | -3.78% | 11:10 | 04:59 | 07:09 | 07:15 | 15:58 | 27:13 | 08:49 | 06:31 |
 | Satanic | 3 | 4.29% | 51.8 | 66.67% | +23.39% | +33.33% | 0.00% | 0.00% | 34:40 | 26:11 | 26:11 | 36:41 | 41:09 | 41:09 | 14:58 | 11:05 |
 | Swift Blink | 4 | 5.71% | 50.0 | 50.00% | +6.06% | +50.00% | -50.00% | 0.00% | 36:44 | 31:23 | 31:23 | 31:24 | 41:29 | 42:41 | 10:06 | 07:28 |
 | Mage Slayer | 4 | 5.71% | 48.2 | 50.00% | +6.06% | +50.00% | -50.00% | 0.00% | 28:54 | 25:40 | 25:40 | 27:26 | 30:06 | 32:22 | 04:26 | 03:17 |
 | Force Staff | 1 | 1.43% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Crown | 1 | 1.43% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.43% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.43% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.43% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:06 | 15:06 | 15:06 | 15:06 | 15:06 | 15:06 | 00:00 | 00:00 |
 | Bracer | 10 | 14.29% | 37.5 | 30.00% | -16.67% | +3.33% | +20.00% | 16.67% | 01:48 | 01:07 | 01:20 | 01:37 | 01:48 | 03:51 | 00:28 | 00:20 |
 | Sange | 5 | 7.14% | 35.7 | 40.00% | -4.62% | -40.00% | +60.00% | 5.73% | 28:22 | 14:31 | 14:31 | 28:44 | 31:59 | 41:06 | 17:28 | 12:56 |
 | Heaven's Halberd | 2 | 2.86% | 33.9 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 31:46 | 29:13 | 29:13 | 34:18 | 34:18 | 34:18 | 05:05 | 03:45 |
 | Drum of Endurance | 2 | 2.86% | 32.1 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 18:16 | 17:41 | 17:41 | 18:50 | 18:50 | 18:50 | 01:09 | 00:51 |
 | Ghost Scepter | 2 | 2.86% | 30.4 | 50.00% | +5.88% | +50.00% | 0.00% | 0.00% | 32:34 | 29:40 | 29:40 | 35:27 | 35:27 | 35:27 | 05:47 | 04:17 |
 | Lotus Orb | 2 | 2.86% | 28.6 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 33:32 | 33:12 | 33:12 | 33:51 | 33:51 | 33:51 | 00:39 | 00:28 |
 | Medallion of Courage | 3 | 4.29% | 26.8 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 17:05 | 14:37 | 14:37 | 16:57 | 19:41 | 19:41 | 05:04 | 03:45 |
 | Vladmir's Offering | 3 | 4.29% | 25.0 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 32:04 | 27:26 | 27:26 | 32:19 | 36:28 | 36:28 | 09:02 | 06:41 |
 | Blight Stone | 3 | 4.29% | 23.2 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 16:18 | 14:11 | 14:11 | 15:20 | 19:23 | 19:23 | 05:12 | 03:51 |
 | Silver Edge | 4 | 5.71% | 21.4 | 25.00% | -20.45% | +75.00% | -25.00% | 0.00% | 42:55 | 28:28 | 28:28 | 31:27 | 49:24 | 1:02:19 | 20:56 | 15:30 |
 | Shadow Blade | 4 | 5.71% | 19.6 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 40:05 | 21:57 | 21:57 | 26:38 | 49:24 | 1:02:19 | 27:27 | 20:20 |
 | Crystalys | 4 | 5.71% | 17.9 | 25.00% | -20.45% | +75.00% | -25.00% | 0.00% | 42:43 | 28:04 | 28:04 | 31:04 | 49:24 | 1:02:19 | 21:20 | 15:48 |
 | Ring of Basilius | 4 | 5.71% | 16.1 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 25:57 | 13:34 | 13:34 | 21:29 | 32:18 | 36:28 | 18:44 | 13:52 |
 | Orchid Malevolence | 4 | 5.71% | 14.3 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 24:08 | 20:52 | 20:52 | 23:13 | 24:13 | 28:13 | 03:21 | 02:28 |
 | Nullifier | 1 | 1.43% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.43% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Yasha | 1 | 1.43% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 2.86% | 7.1 | 0.00% | -45.59% | 0.00% | 0.00% | 0.00% | 31:17 | 30:12 | 30:12 | 32:22 | 32:22 | 32:22 | 02:10 | 01:36 |
 | Sange and Yasha | 1 | 1.43% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.43% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.43% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |