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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 | |
 | Heart of Tarrasque | 19 | 70.37% | 100.0 | 68.42% | +55.92% | +31.58% | -48.42% | -21.43% | 26:40 | 20:43 | 23:13 | 24:40 | 26:57 | 48:30 | 03:44 | 02:45 |
 | Manta Style | 23 | 85.19% | 97.4 | 56.52% | +31.52% | +26.81% | -39.85% | -22.60% | 19:39 | 16:42 | 17:37 | 19:58 | 20:34 | 24:16 | 02:57 | 02:11 |
 | Yasha | 26 | 96.30% | 94.9 | 53.85% | +53.85% | +17.58% | -3.85% | -6.21% | 15:37 | 10:21 | 14:08 | 15:46 | 17:35 | 19:32 | 03:27 | 02:33 |
 | Quelling Blade | 27 | 100.00% | 92.3 | 51.85% | +51.85% | +5.29% | +5.29% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 27 | 100.00% | 89.7 | 51.85% | +51.85% | -8.99% | +5.29% | 6.80% | 05:10 | 02:00 | 03:47 | 04:59 | 05:53 | 10:37 | 02:06 | 01:33 |
 | Power Treads | 27 | 100.00% | 87.2 | 51.85% | +51.85% | +5.29% | +19.58% | 9.74% | 06:39 | 04:56 | 05:29 | 06:16 | 06:57 | 11:10 | 01:28 | 01:05 |
 | Diffusal Blade | 27 | 100.00% | 84.6 | 51.85% | +51.85% | -8.99% | +19.58% | 11.74% | 12:58 | 10:25 | 11:36 | 12:31 | 14:02 | 16:22 | 02:26 | 01:48 |
 | Mage Slayer | 13 | 48.15% | 82.1 | 61.54% | +18.68% | +5.13% | -28.21% | -1.77% | 35:31 | 16:44 | 24:53 | 31:21 | 43:42 | 58:26 | 18:49 | 13:56 |
 | Magic Wand | 20 | 74.07% | 79.5 | 55.00% | +12.14% | +5.00% | +5.00% | 0.00% | 07:29 | 00:56 | 03:27 | 05:19 | 11:27 | 21:04 | 08:00 | 05:55 |
 | Magic Stick | 23 | 85.19% | 76.9 | 52.17% | +2.17% | -18.84% | -18.84% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 03:13 | 00:00 | 00:00 |
 | Ring of Health | 10 | 37.04% | 74.4 | 60.00% | +12.94% | +6.67% | -60.00% | -1.65% | 28:20 | 02:32 | 05:30 | 30:32 | 45:57 | 49:08 | 40:27 | 29:57 |
 | Wraith Band | 10 | 37.04% | 71.8 | 60.00% | +12.94% | +6.67% | -10.00% | -16.67% | 02:31 | 01:26 | 01:47 | 02:11 | 02:23 | 05:19 | 00:36 | 00:26 |
 | Vanguard | 8 | 29.63% | 69.2 | 62.50% | +15.13% | -12.50% | -12.50% | 0.00% | 29:36 | 05:44 | 05:59 | 30:42 | 37:49 | 48:47 | 31:50 | 23:34 |
 | Abyssal Blade | 6 | 22.22% | 66.7 | 66.67% | +19.05% | +33.33% | -66.67% | 0.00% | 38:35 | 30:42 | 30:59 | 35:34 | 46:01 | 48:55 | 15:02 | 11:08 |
 | Skull Basher | 9 | 33.33% | 64.1 | 55.56% | +5.56% | +44.44% | -5.56% | -6.47% | 33:35 | 26:58 | 27:45 | 31:47 | 35:29 | 44:27 | 07:44 | 05:43 |
 | Bloodthorn | 8 | 29.63% | 61.5 | 50.00% | -2.63% | 0.00% | 0.00% | 0.00% | 44:14 | 31:22 | 36:42 | 39:47 | 49:33 | 58:41 | 12:51 | 09:31 |
 | Orchid Malevolence | 8 | 29.63% | 59.0 | 50.00% | -2.63% | +50.00% | 0.00% | -2.78% | 42:50 | 31:22 | 31:35 | 39:21 | 49:33 | 58:41 | 17:58 | 13:18 |
 | Eye of Skadi | 5 | 18.52% | 56.4 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 41:29 | 34:52 | 34:52 | 42:08 | 46:09 | 47:32 | 11:17 | 08:21 |
 | Cornucopia | 6 | 22.22% | 53.8 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 42:33 | 27:23 | 31:08 | 36:28 | 53:46 | 58:41 | 22:38 | 16:45 |
 | Void Stone | 6 | 22.22% | 51.3 | 50.00% | -2.38% | 0.00% | +50.00% | 0.00% | 30:54 | 22:50 | 26:54 | 27:26 | 35:12 | 39:21 | 08:18 | 06:08 |
 | Linken's Sphere | 3 | 11.11% | 48.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 37:45 | 27:42 | 27:42 | 36:05 | 49:27 | 49:27 | 21:45 | 16:06 |
 | Aghanim's Shard | 7 | 25.93% | 46.2 | 42.86% | -12.14% | +7.14% | +7.14% | 0.00% | 28:18 | 20:21 | 21:26 | 28:09 | 29:30 | 41:01 | 08:04 | 05:58 |
 | Butterfly | 4 | 14.81% | 43.6 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 44:31 | 26:59 | 26:59 | 35:51 | 42:21 | 1:12:54 | 15:22 | 11:22 |
 | Hood of Defiance | 1 | 3.70% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.70% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 |
 | Sange and Yasha | 2 | 7.41% | 35.9 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 29:44 | 28:41 | 28:41 | 30:46 | 30:46 | 30:46 | 02:05 | 01:32 |
 | Aether Lens | 3 | 11.11% | 33.3 | 33.33% | -20.84% | +66.67% | 0.00% | 0.00% | 28:35 | 24:10 | 24:10 | 27:41 | 33:53 | 33:53 | 09:43 | 07:11 |
 | Octarine Core | 4 | 14.81% | 30.8 | 25.00% | -31.52% | +75.00% | -25.00% | 0.00% | 30:21 | 27:04 | 27:04 | 27:11 | 31:07 | 36:00 | 04:03 | 03:00 |
 | Aghanim's Blessing | 3 | 11.11% | 28.2 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 53:49 | 43:26 | 43:26 | 58:54 | 59:08 | 59:08 | 15:42 | 11:37 |
 | Disperser | 2 | 7.41% | 25.6 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 55:44 | 50:41 | 50:41 | 60:46 | 60:46 | 60:46 | 10:05 | 07:28 |
 | Swift Blink | 1 | 3.70% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:03 | 1:07:03 | 1:07:03 | 1:07:03 | 1:07:03 | 1:07:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.70% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.70% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:42 | 10:42 | 10:42 | 10:42 | 10:42 | 10:42 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:34 | 1:07:34 | 1:07:34 | 1:07:34 | 1:07:34 | 1:07:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.70% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.70% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:12 | 43:12 | 43:12 | 43:12 | 43:12 | 43:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 18.52% | 7.7 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 33:45 | 23:12 | 23:12 | 25:34 | 35:39 | 58:54 | 12:27 | 09:13 |
 | Sange | 1 | 3.70% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.70% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:42 | 1:06:42 | 1:06:42 | 1:06:42 | 1:06:42 | 1:06:42 | 00:00 | 00:00 |