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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 | |
 | Blight Stone | 8 | 6.30% | 100.0 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 04:10 | 01:39 | 02:00 | 03:01 | 05:07 | 09:22 | 03:07 | 02:18 |
 | Orb of Corrosion | 7 | 5.51% | 98.2 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 05:42 | 04:14 | 04:32 | 05:14 | 05:20 | 09:57 | 00:48 | 00:35 |
 | Fluffy Hat | 7 | 5.51% | 96.4 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 04:47 | 03:26 | 03:26 | 03:57 | 04:24 | 09:22 | 00:58 | 00:42 |
 | Eye of Skadi | 30 | 23.62% | 94.5 | 63.33% | +17.97% | +11.67% | +8.10% | -0.47% | 32:37 | 23:36 | 28:10 | 32:05 | 35:46 | 48:56 | 07:36 | 05:37 |
 | Orb of Venom | 10 | 7.87% | 92.7 | 80.00% | +32.99% | -13.33% | +20.00% | 0.00% | 01:18 | -01:29 | -01:28 | 01:51 | 02:31 | 03:49 | 03:59 | 02:57 |
 | Black King Bar | 99 | 77.95% | 90.9 | 52.53% | +13.24% | -12.53% | -4.53% | 1.52% | 22:52 | 15:37 | 19:13 | 20:47 | 24:29 | 58:04 | 05:16 | 03:54 |
 | Heart of Tarrasque | 25 | 19.69% | 89.1 | 64.00% | +17.92% | -14.00% | +2.67% | 1.86% | 29:29 | 22:19 | 24:30 | 27:56 | 33:29 | 42:00 | 08:59 | 06:39 |
 | Blink Dagger | 80 | 62.99% | 87.3 | 53.75% | +11.20% | +16.25% | -18.75% | -6.36% | 21:35 | 10:38 | 18:22 | 21:18 | 23:52 | 34:06 | 05:30 | 04:04 |
 | Magic Wand | 90 | 70.87% | 85.5 | 52.22% | +8.98% | +13.00% | -15.86% | -4.54% | 04:22 | -01:29 | 00:46 | 02:58 | 07:07 | 24:06 | 06:21 | 04:42 |
 | Power Treads | 126 | 99.21% | 83.6 | 50.00% | +50.00% | +6.25% | -4.84% | -5.16% | 06:50 | 02:59 | 05:23 | 06:23 | 07:32 | 19:05 | 02:09 | 01:35 |
 | Boots of Speed | 127 | 100.00% | 81.8 | 49.61% | +49.61% | +3.52% | -12.11% | -7.75% | 04:38 | 01:22 | 03:24 | 04:19 | 05:25 | 13:11 | 02:01 | 01:29 |
 | Overwhelming Blink | 7 | 5.51% | 80.0 | 85.71% | +38.21% | +14.29% | +14.29% | 0.00% | 40:21 | 34:37 | 35:14 | 41:35 | 41:46 | 49:45 | 06:32 | 04:50 |
 | Echo Sabre | 66 | 51.97% | 78.2 | 53.03% | +7.13% | -0.09% | -3.03% | -1.34% | 16:01 | 12:10 | 14:31 | 15:46 | 16:43 | 24:42 | 02:12 | 01:37 |
 | Quelling Blade | 102 | 80.31% | 76.4 | 50.00% | +2.00% | +7.69% | -2.00% | 0.00% | -01:13 | -01:30 | -01:29 | -01:29 | -01:29 | 09:16 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 112 | 88.19% | 74.5 | 49.11% | -4.22% | +4.46% | +0.89% | -2.02% | 11:44 | 07:36 | 10:40 | 11:33 | 12:26 | 20:04 | 01:46 | 01:18 |
 | Helm of Iron Will | 112 | 88.19% | 72.7 | 49.11% | -4.22% | -6.25% | -6.25% | 0.00% | 09:42 | 03:05 | 08:47 | 09:42 | 11:08 | 19:37 | 02:21 | 01:44 |
 | Buckler | 13 | 10.24% | 70.9 | 69.23% | +21.86% | +30.77% | -35.90% | -11.91% | 34:16 | 27:05 | 30:37 | 32:11 | 36:13 | 48:21 | 05:36 | 04:08 |
 | Sange and Yasha | 4 | 3.15% | 69.1 | 100.00% | +52.03% | 0.00% | 0.00% | 0.00% | 26:56 | 19:26 | 19:26 | 25:44 | 27:13 | 35:21 | 07:47 | 05:45 |
 | Vanguard | 4 | 3.15% | 67.3 | 100.00% | +52.03% | 0.00% | 0.00% | 0.00% | 38:14 | 32:29 | 32:29 | 38:43 | 40:44 | 41:00 | 08:15 | 06:06 |
 | Abyssal Blade | 4 | 3.15% | 65.5 | 100.00% | +52.03% | 0.00% | 0.00% | 0.00% | 38:37 | 32:56 | 32:56 | 38:43 | 40:46 | 42:04 | 07:50 | 05:48 |
 | Magic Stick | 94 | 74.02% | 63.6 | 47.87% | -6.68% | +14.63% | -17.44% | -32.07% | 00:23 | -01:29 | -01:29 | -01:29 | 01:24 | 13:31 | 02:53 | 02:08 |
 | Ring of Protection | 36 | 28.35% | 61.8 | 52.78% | +4.43% | -19.45% | +2.78% | 0.89% | 12:23 | -01:29 | 02:13 | 06:43 | 27:04 | 44:17 | 24:51 | 18:24 |
 | Assault Cuirass | 10 | 7.87% | 60.0 | 70.00% | +22.14% | -3.33% | -20.00% | 0.00% | 36:27 | 31:14 | 32:09 | 34:24 | 38:22 | 48:38 | 06:13 | 04:36 |
 | Bracer | 39 | 30.71% | 58.2 | 48.72% | -1.28% | -18.72% | +1.28% | 16.44% | 02:33 | 00:11 | 01:43 | 02:13 | 02:56 | 09:16 | 01:13 | 00:54 |
 | Sange | 13 | 10.24% | 56.4 | 61.54% | +13.29% | +5.13% | +38.46% | 2.04% | 24:11 | 13:52 | 15:02 | 24:45 | 31:20 | 37:39 | 16:18 | 12:04 |
 | Aghanim's Shard | 73 | 57.48% | 54.5 | 42.47% | -16.79% | +18.64% | -14.69% | -3.60% | 25:55 | 15:18 | 20:00 | 24:09 | 29:16 | 54:43 | 09:16 | 06:51 |
 | Soul Ring | 26 | 20.47% | 52.7 | 50.00% | +0.50% | -35.71% | 0.00% | 7.39% | 06:00 | 00:56 | 03:15 | 05:06 | 08:05 | 13:06 | 04:50 | 03:34 |
 | Void Stone | 38 | 29.92% | 50.9 | 44.74% | -6.95% | -14.74% | -0.30% | 1.46% | 29:43 | 13:13 | 24:58 | 30:06 | 34:52 | 50:39 | 09:54 | 07:20 |
 | Yasha | 7 | 5.51% | 49.1 | 71.43% | +23.10% | +28.57% | -21.43% | 0.00% | 27:06 | 19:26 | 25:22 | 26:28 | 26:45 | 35:21 | 01:23 | 01:01 |
 | Ring of Health | 7 | 5.51% | 47.3 | 71.43% | +23.10% | +28.57% | -21.43% | 0.00% | 41:16 | 32:29 | 38:42 | 41:00 | 42:16 | 50:39 | 03:34 | 02:38 |
 | Morbid Mask | 5 | 3.94% | 45.5 | 80.00% | +31.64% | +20.00% | +20.00% | 0.00% | 37:44 | 17:43 | 17:43 | 39:30 | 46:17 | 49:19 | 28:34 | 21:09 |
 | Satanic | 5 | 3.94% | 43.6 | 80.00% | +31.64% | +20.00% | +20.00% | 0.00% | 38:27 | 18:09 | 18:09 | 39:45 | 46:23 | 49:41 | 28:14 | 20:54 |
 | Aether Lens | 12 | 9.45% | 41.8 | 58.33% | +9.63% | -58.33% | +41.67% | 8.72% | 31:12 | 16:51 | 23:39 | 32:03 | 35:07 | 41:43 | 11:28 | 08:29 |
 | Shadow Blade | 23 | 18.11% | 40.0 | 43.48% | -7.48% | -26.81% | +6.52% | 3.17% | 29:54 | 14:59 | 23:35 | 26:45 | 34:06 | 48:39 | 10:31 | 07:47 |
 | Skull Basher | 9 | 7.09% | 38.2 | 55.56% | +6.41% | +44.44% | -55.56% | 0.00% | 38:36 | 30:49 | 32:30 | 38:13 | 41:37 | 53:18 | 09:07 | 06:45 |
 | Orchid Malevolence | 26 | 20.47% | 36.4 | 38.46% | -14.02% | +4.40% | -21.79% | -2.84% | 30:28 | 16:09 | 25:23 | 28:47 | 34:37 | 56:41 | 09:14 | 06:50 |
 | Bloodthorn | 13 | 10.24% | 34.5 | 46.15% | -3.85% | -12.82% | -12.82% | 0.00% | 38:14 | 24:53 | 31:57 | 36:45 | 42:23 | 56:41 | 10:26 | 07:43 |
 | Silver Edge | 10 | 7.87% | 32.7 | 50.00% | +0.43% | +50.00% | 0.00% | 0.00% | 36:47 | 25:19 | 28:09 | 36:08 | 42:25 | 57:43 | 14:16 | 10:34 |
 | Wind Lace | 7 | 5.51% | 30.9 | 57.14% | +7.97% | -7.14% | -7.14% | 0.00% | 10:11 | -01:29 | 08:17 | 13:19 | 13:58 | 14:52 | 05:41 | 04:12 |
 | Octarine Core | 7 | 5.51% | 29.1 | 57.14% | +7.97% | -7.14% | -7.14% | 0.00% | 39:13 | 32:37 | 33:44 | 38:18 | 41:04 | 49:51 | 07:20 | 05:25 |
 | Mage Slayer | 17 | 13.39% | 27.3 | 41.18% | -9.73% | -16.18% | -16.18% | 0.00% | 30:46 | 15:27 | 22:14 | 28:20 | 39:23 | 51:13 | 17:09 | 12:42 |
 | Crystalys | 11 | 8.66% | 25.5 | 45.45% | -4.55% | +21.22% | -12.12% | -2.40% | 35:54 | 24:20 | 27:37 | 35:42 | 41:30 | 57:39 | 13:53 | 10:17 |
 | Heaven's Halberd | 5 | 3.94% | 23.6 | 60.00% | +10.82% | +40.00% | +40.00% | 0.00% | 28:29 | 16:05 | 16:05 | 27:07 | 35:53 | 39:55 | 19:48 | 14:40 |
 | Aghanim's Scepter | 6 | 4.72% | 21.8 | 50.00% | +0.41% | 0.00% | -50.00% | 0.00% | 32:10 | 27:29 | 29:31 | 31:40 | 33:48 | 38:51 | 04:17 | 03:10 |
 | Hand of Midas | 5 | 3.94% | 20.0 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 11:24 | 10:11 | 10:11 | 10:51 | 12:03 | 13:08 | 01:52 | 01:22 |
 | Refresher Orb | 2 | 1.57% | 18.2 | 50.00% | +0.40% | -50.00% | 0.00% | 0.00% | 46:31 | 42:23 | 42:23 | 50:39 | 50:39 | 50:39 | 08:16 | 06:07 |
 | Manta Style | 2 | 1.57% | 16.4 | 50.00% | +0.40% | +50.00% | 0.00% | 0.00% | 26:50 | 26:28 | 26:28 | 27:11 | 27:11 | 27:11 | 00:43 | 00:31 |
 | Nullifier | 2 | 1.57% | 14.5 | 0.00% | -50.40% | 0.00% | 0.00% | 0.00% | 44:06 | 39:32 | 39:32 | 48:39 | 48:39 | 48:39 | 09:07 | 06:45 |
 | Chainmail | 1 | 0.79% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.79% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.79% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.79% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.79% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Javelin | 1 | 0.79% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.79% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |