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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 | |
 | Kaya | 7 | 29.17% | 100.0 | 71.43% | +59.67% | +28.57% | -21.43% | 0.00% | 30:10 | 24:51 | 27:09 | 29:09 | 29:33 | 38:41 | 02:24 | 01:46 |
 | Aether Lens | 9 | 37.50% | 95.8 | 55.56% | +42.23% | -5.56% | -5.56% | 0.00% | 26:47 | 19:50 | 21:51 | 26:43 | 29:02 | 36:08 | 07:11 | 05:19 |
 | Ghost Scepter | 4 | 16.67% | 91.7 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 30:59 | 23:55 | 23:55 | 25:57 | 36:30 | 37:34 | 12:35 | 09:19 |
 | Octarine Core | 2 | 8.33% | 87.5 | 100.00% | +77.27% | 0.00% | 0.00% | 0.00% | 38:22 | 33:28 | 33:28 | 43:16 | 43:16 | 43:16 | 09:48 | 07:15 |
 | Void Stone | 11 | 45.83% | 83.3 | 45.45% | +30.07% | +21.22% | -12.12% | -7.25% | 26:23 | 19:13 | 22:44 | 26:00 | 27:20 | 36:08 | 04:36 | 03:24 |
 | Aghanim's Shard | 21 | 87.50% | 79.2 | 33.33% | +33.33% | +46.67% | -13.33% | -20.22% | 18:17 | 15:01 | 16:50 | 17:59 | 19:48 | 21:29 | 02:58 | 02:11 |
 | Magic Stick | 21 | 87.50% | 75.0 | 33.33% | +33.33% | +6.67% | +6.67% | 0.00% | 02:24 | -01:29 | -01:29 | 00:24 | 06:46 | 09:58 | 08:15 | 06:06 |
 | Boots of Speed | 24 | 100.00% | 70.8 | 29.17% | +29.17% | +4.16% | -12.50% | -3.86% | 07:20 | 03:20 | 04:28 | 05:56 | 08:47 | 18:34 | 04:19 | 03:11 |
 | Crown | 14 | 58.33% | 66.7 | 35.71% | +15.71% | -35.71% | -2.38% | 12.58% | 11:55 | 07:17 | 10:22 | 11:24 | 13:01 | 20:36 | 02:39 | 01:57 |
 | Ring of Basilius | 14 | 58.33% | 62.5 | 35.71% | +15.71% | -10.71% | -35.71% | -14.15% | 09:55 | 03:31 | 09:17 | 09:34 | 11:03 | 14:26 | 01:46 | 01:18 |
 | Veil of Discord | 14 | 58.33% | 58.3 | 35.71% | +15.71% | +14.29% | -35.71% | -23.81% | 14:45 | 09:59 | 13:21 | 14:47 | 15:27 | 21:00 | 02:06 | 01:33 |
 | Arcane Boots | 14 | 58.33% | 54.2 | 35.71% | +15.71% | -10.71% | -35.71% | -2.16% | 19:18 | 10:22 | 12:56 | 20:37 | 24:31 | 26:55 | 11:35 | 08:34 |
 | Ethereal Blade | 3 | 12.50% | 50.0 | 66.67% | +42.86% | +33.33% | 0.00% | 0.00% | 33:32 | 29:02 | 29:02 | 32:08 | 39:27 | 39:27 | 10:25 | 07:42 |
 | Null Talisman | 11 | 45.83% | 45.8 | 36.36% | +13.28% | -36.36% | +30.31% | 16.33% | 06:10 | 01:54 | 03:39 | 06:18 | 07:44 | 10:49 | 04:05 | 03:01 |
 | Aghanim's Scepter | 1 | 4.17% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Magic Wand | 14 | 58.33% | 37.5 | 21.43% | -18.57% | +3.57% | -21.43% | -2.85% | 10:42 | 02:39 | 07:29 | 09:39 | 16:16 | 22:45 | 08:47 | 06:30 |
 | Wind Lace | 7 | 29.17% | 33.3 | 28.57% | -0.84% | -28.57% | +21.43% | 0.00% | 15:33 | -01:29 | 08:37 | 16:48 | 20:05 | 26:32 | 11:28 | 08:29 |
 | Blink Dagger | 2 | 8.33% | 29.2 | 50.00% | +22.73% | -50.00% | 0.00% | 0.00% | 33:28 | 32:15 | 32:15 | 34:41 | 34:41 | 34:41 | 02:26 | 01:48 |
 | Tranquil Boots | 3 | 12.50% | 25.0 | 33.33% | +4.76% | -33.33% | 0.00% | 0.00% | 15:16 | 08:43 | 08:43 | 16:48 | 20:17 | 20:17 | 11:34 | 08:34 |
 | Force Staff | 5 | 20.83% | 20.8 | 20.00% | -11.58% | -20.00% | -20.00% | 0.00% | 30:32 | 21:48 | 21:48 | 26:16 | 32:46 | 45:40 | 10:58 | 08:07 |
 | Fluffy Hat | 5 | 20.83% | 16.7 | 20.00% | -11.58% | -20.00% | -20.00% | 0.00% | 28:49 | 19:17 | 19:17 | 25:53 | 29:58 | 45:40 | 10:41 | 07:54 |
 | Hood of Defiance | 1 | 4.17% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Ring of Health | 2 | 8.33% | 4.2 | 0.00% | -31.82% | 0.00% | 0.00% | 0.00% | 42:11 | 32:40 | 32:40 | 51:42 | 51:42 | 51:42 | 19:02 | 14:05 |