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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 | 5 | 10.00% | 100.0 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 43:42 | 36:29 | 36:29 | 41:59 | 46:25 | 56:25 | 09:56 | 07:21 |
 | Aether Lens | 6 | 12.00% | 97.4 | 83.33% | +40.15% | +16.67% | +16.67% | 0.00% | 44:42 | 35:57 | 37:07 | 45:04 | 49:56 | 53:17 | 12:49 | 09:29 |
 | Void Stone | 14 | 28.00% | 94.7 | 64.29% | +22.62% | +10.71% | +2.38% | -1.29% | 35:32 | 26:38 | 30:34 | 33:51 | 37:01 | 53:17 | 06:27 | 04:46 |
 | Yasha | 10 | 20.00% | 92.1 | 70.00% | +27.50% | -3.33% | -20.00% | -1.16% | 39:17 | 25:39 | 28:38 | 37:22 | 43:00 | 1:01:53 | 14:22 | 10:38 |
 | Manta Style | 10 | 20.00% | 89.5 | 70.00% | +27.50% | -3.33% | -20.00% | -1.55% | 41:09 | 27:15 | 33:31 | 37:43 | 44:17 | 1:03:26 | 10:46 | 07:58 |
 | Blink Dagger | 49 | 98.00% | 86.8 | 48.98% | +48.98% | +17.69% | +17.69% | 0.00% | 13:11 | 10:11 | 11:29 | 12:52 | 14:12 | 21:22 | 02:43 | 02:00 |
 | Aghanim's Scepter | 21 | 42.00% | 84.2 | 57.14% | +15.76% | +22.86% | +2.86% | -2.69% | 33:45 | 21:14 | 29:22 | 33:05 | 36:48 | 49:36 | 07:26 | 05:30 |
 | Boots of Speed | 50 | 100.00% | 81.6 | 48.00% | +48.00% | +13.54% | -14.67% | -17.27% | 05:00 | -01:29 | 04:39 | 05:18 | 06:17 | 07:43 | 01:38 | 01:12 |
 | Black King Bar | 38 | 76.00% | 78.9 | 50.00% | +8.33% | +10.00% | +5.56% | -0.98% | 23:50 | 16:11 | 21:17 | 23:42 | 25:49 | 36:26 | 04:32 | 03:21 |
 | Soul Ring | 44 | 88.00% | 76.3 | 47.73% | -2.27% | +6.82% | -2.28% | -2.81% | 07:37 | 02:31 | 04:51 | 07:01 | 08:05 | 24:37 | 03:14 | 02:23 |
 | Bracer | 44 | 88.00% | 73.7 | 47.73% | -2.27% | -29.55% | +15.91% | 45.46% | 02:03 | 00:41 | 01:21 | 01:43 | 02:14 | 04:58 | 00:53 | 00:39 |
 | Aghanim's Shard | 44 | 88.00% | 71.1 | 47.73% | -2.27% | -11.37% | -2.28% | 1.87% | 18:50 | 15:00 | 15:19 | 17:15 | 20:11 | 32:14 | 04:52 | 03:36 |
 | Ring of Protection | 44 | 88.00% | 68.4 | 47.73% | -2.27% | +6.82% | +6.82% | 0.00% | 06:18 | -01:29 | 03:16 | 05:54 | 07:48 | 19:42 | 04:32 | 03:21 |
 | Ring of Health | 3 | 6.00% | 65.8 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 44:41 | 27:48 | 27:48 | 36:27 | 1:09:48 | 1:09:48 | 42:00 | 31:06 |
 | Power Treads | 45 | 90.00% | 63.2 | 46.67% | -13.33% | +7.88% | -10.31% | -10.81% | 08:15 | 05:10 | 07:03 | 07:39 | 08:44 | 19:58 | 01:41 | 01:14 |
 | Quelling Blade | 41 | 82.00% | 60.5 | 46.34% | -9.22% | +3.66% | -6.34% | 0.00% | -01:08 | -01:29 | -01:29 | -01:29 | -01:29 | 09:00 | 00:00 | 00:00 |
 | Octarine Core | 5 | 10.00% | 57.9 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 47:25 | 38:14 | 38:14 | 47:54 | 50:47 | 53:20 | 12:33 | 09:17 |
 | Magic Stick | 39 | 78.00% | 55.3 | 43.59% | -20.05% | +6.41% | -3.59% | -6.19% | 03:12 | -01:29 | 01:27 | 02:03 | 03:04 | 17:25 | 01:37 | 01:11 |
 | Wind Lace | 6 | 12.00% | 52.6 | 66.67% | +21.22% | -16.67% | +33.33% | 0.00% | 17:05 | -01:29 | 03:35 | 06:49 | 08:54 | 1:16:30 | 05:19 | 03:56 |
 | Magic Wand | 34 | 68.00% | 50.0 | 38.24% | -30.51% | -16.02% | +11.76% | 6.04% | 06:14 | 02:18 | 03:54 | 05:16 | 08:30 | 17:25 | 04:36 | 03:24 |
 | Lotus Orb | 2 | 4.00% | 47.4 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 32:33 | 28:23 | 28:23 | 36:43 | 36:43 | 36:43 | 08:20 | 06:10 |
 | Tranquil Boots | 3 | 6.00% | 44.7 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 07:20 | 06:55 | 06:55 | 07:31 | 07:33 | 07:33 | 00:38 | 00:28 |
 | Mage Slayer | 3 | 6.00% | 42.1 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 34:15 | 14:05 | 14:05 | 41:48 | 46:52 | 46:52 | 32:47 | 24:17 |
 | Bloodthorn | 3 | 6.00% | 39.5 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 38:45 | 27:08 | 27:08 | 42:10 | 46:56 | 46:56 | 19:48 | 14:40 |
 | Orchid Malevolence | 8 | 16.00% | 36.8 | 37.50% | -12.50% | +12.50% | -37.50% | -5.24% | 32:51 | 26:52 | 26:57 | 31:51 | 36:30 | 40:53 | 09:33 | 07:04 |
 | Buckler | 4 | 8.00% | 34.2 | 50.00% | +2.17% | +50.00% | +50.00% | 0.00% | 44:58 | 29:57 | 29:57 | 39:23 | 46:23 | 1:04:07 | 16:26 | 12:10 |
 | Assault Cuirass | 4 | 8.00% | 31.6 | 50.00% | +2.17% | +50.00% | +50.00% | 0.00% | 45:33 | 30:14 | 30:14 | 39:42 | 47:47 | 1:04:30 | 17:33 | 13:00 |
 | Aghanim's Blessing | 1 | 2.00% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 1:18:37 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.00% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:16 | 1:18:16 | 1:18:16 | 1:18:16 | 1:18:16 | 1:18:16 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.00% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.00% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 10.00% | 15.8 | 40.00% | -8.89% | +60.00% | -40.00% | 0.00% | 32:00 | 26:02 | 26:02 | 30:57 | 34:55 | 37:30 | 08:53 | 06:34 |
 | Force Staff | 5 | 10.00% | 13.2 | 40.00% | -8.89% | +60.00% | -40.00% | 0.00% | 28:41 | 19:04 | 19:04 | 26:36 | 31:59 | 42:51 | 12:55 | 09:34 |
 | Fluffy Hat | 6 | 12.00% | 10.5 | 33.33% | -16.67% | +66.67% | -33.33% | 0.00% | 29:12 | 18:26 | 19:04 | 22:36 | 40:15 | 42:51 | 21:11 | 15:41 |
 | Sange | 6 | 12.00% | 7.9 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 31:34 | 24:40 | 29:35 | 30:21 | 34:55 | 37:09 | 05:20 | 03:57 |
 | Hand of Midas | 1 | 2.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Bottle | 1 | 2.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 00:00 | 00:00 |