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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 | |
 | Overwhelming Blink | 9 | 14.75% | 100.0 | 88.89% | +48.51% | +11.11% | -38.89% | -6.70% | 35:50 | 31:21 | 32:20 | 32:33 | 39:48 | 43:10 | 07:28 | 05:31 |
 | Swift Blink | 8 | 13.11% | 98.4 | 87.50% | +45.99% | +12.50% | +12.50% | 0.00% | 35:59 | 33:09 | 33:23 | 35:02 | 36:17 | 42:41 | 02:54 | 02:08 |
 | Abyssal Blade | 21 | 34.43% | 96.9 | 66.67% | +29.17% | +33.33% | -26.67% | -12.41% | 32:39 | 25:37 | 28:58 | 30:52 | 33:48 | 49:34 | 04:50 | 03:34 |
 | Buckler | 44 | 72.13% | 95.3 | 59.09% | +41.44% | +22.73% | -22.73% | -9.95% | 24:06 | 18:57 | 21:19 | 23:06 | 25:53 | 36:48 | 04:34 | 03:22 |
 | Vanguard | 23 | 37.70% | 93.8 | 65.22% | +28.38% | +34.78% | -31.89% | -11.46% | 30:54 | 06:18 | 27:17 | 30:25 | 33:06 | 49:20 | 05:49 | 04:18 |
 | Assault Cuirass | 43 | 70.49% | 92.2 | 58.14% | +35.92% | +23.68% | -30.87% | -11.61% | 25:47 | 21:17 | 22:58 | 24:32 | 27:40 | 37:18 | 04:42 | 03:28 |
 | Ring of Protection | 46 | 75.41% | 90.6 | 56.52% | +36.52% | +1.81% | -11.07% | -2.89% | 20:59 | 01:43 | 20:27 | 22:28 | 24:54 | 36:46 | 04:27 | 03:17 |
 | Skull Basher | 26 | 42.62% | 89.1 | 61.54% | +24.40% | +9.89% | -44.87% | -18.25% | 27:33 | 21:03 | 25:12 | 26:47 | 28:12 | 43:37 | 03:00 | 02:13 |
 | Ring of Health | 26 | 42.62% | 87.5 | 61.54% | +24.40% | +9.89% | -28.21% | -5.79% | 28:13 | 01:56 | 26:31 | 29:39 | 33:06 | 49:20 | 06:35 | 04:52 |
 | Aghanim's Shard | 17 | 27.87% | 85.9 | 64.71% | +23.80% | +10.29% | -14.71% | -2.85% | 33:53 | 24:14 | 29:15 | 34:17 | 38:02 | 43:55 | 08:47 | 06:30 |
 | Blink Dagger | 53 | 86.89% | 84.4 | 50.94% | +25.94% | +33.68% | -43.25% | -19.23% | 17:53 | 12:43 | 15:07 | 17:14 | 19:07 | 34:56 | 04:00 | 02:57 |
 | Wind Lace | 6 | 9.84% | 82.8 | 83.33% | +39.69% | +16.67% | -83.33% | -12.82% | 09:32 | 02:12 | 06:15 | 08:07 | 14:03 | 15:07 | 07:48 | 05:46 |
 | Aghanim's Scepter | 6 | 9.84% | 81.3 | 83.33% | +39.69% | -33.33% | +16.67% | 2.65% | 34:02 | 18:58 | 26:15 | 31:20 | 45:09 | 45:33 | 18:54 | 14:00 |
 | Power Treads | 42 | 68.85% | 79.7 | 52.38% | +15.54% | -6.93% | -2.38% | 4.33% | 05:50 | 03:40 | 04:55 | 05:24 | 05:58 | 12:47 | 01:03 | 00:46 |
 | Ring of Basilius | 40 | 65.57% | 78.1 | 52.50% | +14.40% | -2.50% | -2.50% | 0.00% | 04:13 | -00:14 | 01:50 | 04:35 | 06:16 | 08:49 | 04:26 | 03:17 |
 | Black King Bar | 48 | 78.69% | 76.6 | 50.00% | +11.54% | +8.33% | -8.33% | -4.61% | 19:00 | 14:38 | 16:43 | 18:18 | 20:20 | 29:35 | 03:37 | 02:40 |
 | Boots of Speed | 61 | 100.00% | 75.0 | 47.54% | +47.54% | +5.79% | +5.79% | 0.00% | 03:10 | 00:56 | 02:19 | 03:04 | 03:38 | 08:33 | 01:19 | 00:58 |
 | Radiance | 54 | 88.52% | 73.4 | 48.15% | +5.29% | +16.14% | -32.77% | -24.46% | 13:03 | 10:45 | 11:54 | 12:47 | 13:54 | 17:17 | 02:00 | 01:28 |
 | Quelling Blade | 58 | 95.08% | 71.9 | 46.55% | -20.12% | -19.88% | +10.59% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Moon Shard | 3 | 4.92% | 70.3 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 47:42 | 42:04 | 42:04 | 45:38 | 55:25 | 55:25 | 13:21 | 09:53 |
 | Yasha | 12 | 19.67% | 68.8 | 58.33% | +13.43% | +8.34% | +41.67% | 6.90% | 19:19 | 12:42 | 14:50 | 17:27 | 19:40 | 38:57 | 04:50 | 03:34 |
 | Magic Wand | 42 | 68.85% | 67.2 | 42.86% | -15.03% | +11.69% | -12.86% | -4.23% | 05:25 | -01:29 | 01:33 | 03:41 | 07:21 | 17:51 | 05:48 | 04:17 |
 | Magic Stick | 52 | 85.25% | 65.6 | 40.38% | -48.51% | -32.69% | -1.92% | 0.00% | -00:53 | -01:29 | -01:29 | -01:29 | -01:29 | 12:48 | 00:00 | 00:00 |
 | Solar Crest | 4 | 6.56% | 64.1 | 75.00% | +29.39% | +25.00% | +25.00% | 0.00% | 18:04 | 11:48 | 11:48 | 15:23 | 17:09 | 27:56 | 05:21 | 03:57 |
 | Manta Style | 4 | 6.56% | 62.5 | 75.00% | +29.39% | +25.00% | -75.00% | 0.00% | 23:32 | 19:34 | 19:34 | 23:13 | 23:30 | 27:52 | 03:56 | 02:54 |
 | Medallion of Courage | 4 | 6.56% | 60.9 | 75.00% | +29.39% | +25.00% | -75.00% | 0.00% | 12:01 | 09:26 | 09:26 | 10:41 | 12:41 | 15:16 | 03:15 | 02:24 |
 | Blight Stone | 4 | 6.56% | 59.4 | 75.00% | +29.39% | +25.00% | -75.00% | 0.00% | 11:32 | 08:48 | 08:48 | 10:41 | 11:49 | 14:49 | 03:01 | 02:14 |
 | Chainmail | 16 | 26.23% | 57.8 | 43.75% | -5.14% | +6.25% | +6.25% | 0.00% | 06:57 | 03:21 | 04:08 | 05:59 | 07:15 | 12:11 | 03:07 | 02:18 |
 | Crystalys | 2 | 3.28% | 56.3 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 46:54 | 31:39 | 31:39 | 1:02:08 | 1:02:08 | 1:02:08 | 30:29 | 22:34 |
 | Lotus Orb | 2 | 3.28% | 54.7 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 22:51 | 21:22 | 21:22 | 24:19 | 24:19 | 24:19 | 02:57 | 02:11 |
 | Silver Edge | 2 | 3.28% | 53.1 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 46:54 | 31:39 | 31:39 | 1:02:08 | 1:02:08 | 1:02:08 | 30:29 | 22:34 |
 | Sange | 10 | 16.39% | 51.6 | 50.00% | +2.94% | -16.67% | 0.00% | 8.34% | 19:21 | 13:31 | 16:03 | 16:55 | 18:03 | 38:59 | 02:00 | 01:28 |
 | Nullifier | 10 | 16.39% | 50.0 | 50.00% | +2.94% | -16.67% | 0.00% | 1.18% | 34:21 | 27:01 | 27:56 | 29:49 | 42:04 | 47:28 | 14:08 | 10:28 |
 | Helm of Iron Will | 11 | 18.03% | 48.4 | 45.45% | -2.55% | -12.12% | +21.22% | 4.07% | 31:45 | 09:22 | 26:59 | 29:49 | 35:10 | 47:16 | 08:11 | 06:03 |
 | Phase Boots | 15 | 24.59% | 46.9 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 08:09 | 04:06 | 05:54 | 06:33 | 08:38 | 15:20 | 02:44 | 02:01 |
 | Sange and Yasha | 8 | 13.11% | 45.3 | 50.00% | +2.83% | 0.00% | 0.00% | 0.00% | 19:37 | 14:58 | 15:01 | 17:22 | 17:27 | 38:59 | 02:26 | 01:48 |
 | Crown | 5 | 8.20% | 43.8 | 60.00% | +13.57% | -60.00% | +40.00% | 12.74% | 14:28 | 07:48 | 07:48 | 13:36 | 15:39 | 25:23 | 07:51 | 05:48 |
 | Heart of Tarrasque | 3 | 4.92% | 42.2 | 66.67% | +20.12% | -66.67% | 0.00% | 0.00% | 27:17 | 24:17 | 24:17 | 27:33 | 30:00 | 30:00 | 05:43 | 04:14 |
 | Shadow Blade | 3 | 4.92% | 40.6 | 66.67% | +20.12% | +33.33% | 0.00% | 0.00% | 40:47 | 28:01 | 28:01 | 32:12 | 1:02:07 | 1:02:07 | 34:06 | 25:15 |
 | Void Stone | 3 | 4.92% | 39.1 | 66.67% | +20.12% | -66.67% | 0.00% | 0.00% | 16:45 | 07:02 | 07:02 | 19:28 | 23:46 | 23:46 | 16:44 | 12:23 |
 | Bloodthorn | 4 | 6.56% | 37.5 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 32:50 | 28:12 | 28:12 | 32:06 | 33:17 | 37:46 | 05:05 | 03:45 |
 | Mage Slayer | 4 | 6.56% | 35.9 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 32:24 | 27:47 | 27:47 | 31:14 | 32:49 | 37:46 | 05:02 | 03:43 |
 | Javelin | 4 | 6.56% | 34.4 | 50.00% | +2.63% | +50.00% | +50.00% | 0.00% | 31:08 | 28:27 | 28:27 | 31:29 | 31:42 | 32:55 | 03:15 | 02:24 |
 | Cornucopia | 4 | 6.56% | 32.8 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 27:58 | 22:04 | 22:04 | 22:40 | 29:27 | 37:42 | 07:23 | 05:28 |
 | Monkey King Bar | 4 | 6.56% | 31.3 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 33:06 | 28:44 | 28:44 | 32:50 | 33:34 | 37:15 | 04:50 | 03:34 |
 | Bottle | 4 | 6.56% | 29.7 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 01:25 | 01:03 | 01:03 | 01:32 | 01:33 | 01:33 | 00:30 | 00:22 |
 | Orchid Malevolence | 4 | 6.56% | 28.1 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 28:18 | 22:04 | 22:04 | 23:29 | 29:53 | 37:45 | 07:49 | 05:47 |
 | Divine Rapier | 1 | 1.64% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Disperser | 1 | 1.64% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.64% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.64% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.64% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.64% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.64% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.64% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Soul Ring | 7 | 11.48% | 14.1 | 28.57% | -21.43% | +21.43% | -28.57% | -13.76% | 05:21 | 03:29 | 03:32 | 05:01 | 07:10 | 07:13 | 03:38 | 02:41 |
 | Bracer | 2 | 3.28% | 12.5 | 50.00% | +2.54% | +50.00% | 0.00% | 0.00% | 02:54 | 01:20 | 01:20 | 04:27 | 04:27 | 04:27 | 03:07 | 02:18 |
 | Boots of Travel | 2 | 3.28% | 10.9 | 50.00% | +2.54% | +50.00% | 0.00% | 0.00% | 33:11 | 32:12 | 32:12 | 34:09 | 34:09 | 34:09 | 01:57 | 01:26 |
 | Heaven's Halberd | 3 | 4.92% | 9.4 | 33.33% | -14.95% | +66.67% | 0.00% | 0.00% | 21:52 | 18:03 | 18:03 | 22:16 | 25:17 | 25:17 | 07:14 | 05:21 |
 | Armlet of Mordiggian | 1 | 1.64% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:53 | 10:53 | 10:53 | 10:53 | 10:53 | 10:53 | 00:00 | 00:00 |
 | Butterfly | 2 | 3.28% | 6.3 | 0.00% | -49.15% | 0.00% | 0.00% | 0.00% | 24:45 | 23:46 | 23:46 | 25:44 | 25:44 | 25:44 | 01:58 | 01:27 |
 | Headdress | 1 | 1.64% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.64% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.64% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |