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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 | 6 | 22.22% | 100.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 32:18 | 25:07 | 25:22 | 29:20 | 36:50 | 43:45 | 11:28 | 08:29 |
 | Ring of Health | 18 | 66.67% | 97.7 | 83.33% | +61.11% | +16.67% | -8.33% | -3.99% | 30:18 | 22:15 | 26:20 | 29:14 | 32:36 | 53:33 | 06:16 | 04:38 |
 | Yasha | 5 | 18.52% | 95.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 19:08 | 12:40 | 12:40 | 18:25 | 22:19 | 24:00 | 09:39 | 07:08 |
 | Manta Style | 5 | 18.52% | 93.2 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 20:22 | 13:59 | 13:59 | 19:53 | 24:24 | 24:51 | 10:25 | 07:42 |
 | Void Stone | 5 | 18.52% | 90.9 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 25:30 | 22:15 | 22:15 | 26:20 | 27:49 | 28:06 | 05:34 | 04:07 |
 | Abyssal Blade | 15 | 55.56% | 88.6 | 80.00% | +38.33% | +20.00% | -5.00% | -5.19% | 30:34 | 23:09 | 27:58 | 31:27 | 32:47 | 36:54 | 04:49 | 03:34 |
 | Vanguard | 15 | 55.56% | 86.4 | 80.00% | +38.33% | +20.00% | -5.00% | -5.23% | 30:20 | 23:06 | 27:50 | 31:14 | 32:37 | 36:53 | 04:47 | 03:32 |
 | Blink Dagger | 23 | 85.19% | 84.1 | 73.91% | +73.91% | +26.09% | -23.91% | -12.71% | 19:06 | 14:55 | 16:35 | 19:21 | 20:31 | 27:04 | 03:56 | 02:54 |
 | Skull Basher | 17 | 62.96% | 81.8 | 76.47% | +36.47% | +23.53% | -1.47% | -4.63% | 27:02 | 20:37 | 23:18 | 26:53 | 28:42 | 36:09 | 05:24 | 04:00 |
 | Power Treads | 4 | 14.81% | 79.5 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 07:54 | 05:11 | 05:11 | 05:33 | 07:20 | 13:33 | 02:09 | 01:35 |
 | Radiance | 26 | 96.30% | 77.3 | 65.38% | +65.38% | +20.33% | -48.71% | -28.37% | 13:56 | 10:45 | 12:43 | 13:37 | 15:09 | 19:52 | 02:26 | 01:48 |
 | Quelling Blade | 25 | 92.59% | 75.0 | 64.00% | +14.00% | +2.67% | -14.00% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 02:17 | 00:00 | 00:00 |
 | Ring of Protection | 27 | 100.00% | 72.7 | 62.96% | +62.96% | -5.82% | -5.82% | 0.00% | 01:55 | -01:29 | -01:29 | 01:55 | 03:06 | 06:53 | 04:35 | 03:23 |
 | Boots of Speed | 27 | 100.00% | 70.5 | 62.96% | +62.96% | +22.75% | -34.39% | -26.78% | 03:58 | 01:29 | 02:26 | 03:46 | 04:34 | 11:19 | 02:08 | 01:34 |
 | Soul Ring | 27 | 100.00% | 68.2 | 62.96% | +62.96% | +8.47% | -5.82% | -4.87% | 04:38 | 01:47 | 02:59 | 04:44 | 05:55 | 07:41 | 02:56 | 02:10 |
 | Black King Bar | 22 | 81.48% | 65.9 | 63.64% | +3.64% | +36.36% | -23.64% | -23.53% | 18:02 | 14:30 | 16:23 | 17:41 | 18:56 | 24:27 | 02:33 | 01:53 |
 | Aghanim's Shard | 13 | 48.15% | 63.6 | 69.23% | +12.09% | +30.77% | -35.90% | -7.31% | 32:07 | 25:29 | 26:14 | 30:15 | 35:21 | 46:44 | 09:07 | 06:45 |
 | Assault Cuirass | 21 | 77.78% | 61.4 | 61.90% | -4.77% | +38.10% | -61.90% | -25.10% | 23:52 | 16:42 | 21:53 | 23:55 | 25:52 | 29:49 | 03:59 | 02:57 |
 | Buckler | 21 | 77.78% | 59.1 | 61.90% | -4.77% | +38.10% | -61.90% | -25.00% | 22:34 | 16:23 | 20:39 | 22:38 | 24:39 | 27:23 | 04:00 | 02:57 |
 | Bracer | 6 | 22.22% | 56.8 | 83.33% | +26.19% | +16.67% | +16.67% | 0.00% | 02:02 | 01:20 | 01:26 | 01:38 | 02:30 | 03:11 | 01:04 | 00:47 |
 | Aghanim's Scepter | 8 | 29.63% | 54.5 | 75.00% | +17.11% | -25.00% | -25.00% | 0.00% | 35:51 | 26:55 | 28:56 | 36:07 | 39:35 | 42:25 | 10:39 | 07:53 |
 | Magic Stick | 12 | 44.44% | 52.3 | 66.67% | +6.67% | 0.00% | 0.00% | 0.00% | 01:46 | -01:29 | -01:29 | -01:28 | 04:05 | 12:38 | 05:34 | 04:07 |
 | Linken's Sphere | 3 | 11.11% | 50.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 24:54 | 22:35 | 22:35 | 24:00 | 28:08 | 28:08 | 05:33 | 04:06 |
 | Chainmail | 15 | 55.56% | 47.7 | 53.33% | -21.67% | -3.33% | -53.33% | -20.13% | 04:56 | 01:01 | 03:33 | 05:17 | 06:02 | 08:44 | 02:29 | 01:50 |
 | Phase Boots | 15 | 55.56% | 45.5 | 53.33% | -21.67% | +21.67% | -53.33% | -36.29% | 06:38 | 04:26 | 05:18 | 06:02 | 07:22 | 09:37 | 02:04 | 01:31 |
 | Magic Wand | 8 | 29.63% | 43.2 | 62.50% | -0.66% | -12.50% | -12.50% | 0.00% | 05:59 | -01:29 | -01:29 | 04:48 | 08:23 | 14:18 | 09:52 | 07:18 |
 | Orchid Malevolence | 2 | 7.41% | 40.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:06 | 28:06 | 28:20 | 28:20 | 28:20 | 00:14 | 00:10 |
 | Satanic | 2 | 7.41% | 38.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 43:11 | 40:10 | 40:10 | 46:12 | 46:12 | 46:12 | 06:02 | 04:28 |
 | Mage Slayer | 2 | 7.41% | 36.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:07 | 29:07 | 30:32 | 30:32 | 30:32 | 01:25 | 01:02 |
 | Bloodthorn | 2 | 7.41% | 34.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 30:46 | 30:09 | 30:09 | 31:22 | 31:22 | 31:22 | 01:13 | 00:54 |
 | Morbid Mask | 2 | 7.41% | 31.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 42:03 | 37:54 | 37:54 | 46:12 | 46:12 | 46:12 | 08:18 | 06:08 |
 | Swift Blink | 7 | 25.93% | 29.5 | 57.14% | -7.86% | +42.86% | -57.14% | -21.20% | 36:10 | 29:13 | 31:24 | 33:39 | 36:07 | 49:39 | 04:43 | 03:29 |
 | Wind Lace | 1 | 3.70% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.70% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.70% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:01 | 58:01 | 58:01 | 58:01 | 58:01 | 58:01 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.70% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.70% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 7.41% | 15.9 | 50.00% | -14.00% | -50.00% | 0.00% | 0.00% | 20:44 | 03:29 | 03:29 | 37:59 | 37:59 | 37:59 | 34:30 | 25:33 |
 | Eye of Skadi | 3 | 11.11% | 13.6 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 41:37 | 36:47 | 36:47 | 43:13 | 44:52 | 44:52 | 08:05 | 05:59 |
 | Nullifier | 1 | 3.70% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.70% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 3.70% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.70% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |
 | Blight Stone | 3 | 11.11% | 2.3 | 0.00% | -70.83% | 0.00% | 0.00% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 02:45 | 02:45 | 04:14 | 03:08 |