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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 | |
 | Shiva's Guard | 3 | 21.43% | 100.0 | 100.00% | +90.91% | 0.00% | 0.00% | 0.00% | 30:29 | 23:35 | 23:35 | 29:15 | 38:36 | 38:36 | 15:01 | 11:07 |
 | Ring of Health | 4 | 28.57% | 96.6 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 31:17 | 24:20 | 24:20 | 28:53 | 34:25 | 37:31 | 10:05 | 07:28 |
 | Refresher Orb | 4 | 28.57% | 93.1 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 33:25 | 28:54 | 28:54 | 29:44 | 37:30 | 37:32 | 08:36 | 06:22 |
 | Void Stone | 4 | 28.57% | 89.7 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 31:17 | 24:20 | 24:20 | 28:53 | 34:25 | 37:31 | 10:05 | 07:28 |
 | Aghanim's Shard | 5 | 35.71% | 86.2 | 60.00% | +48.89% | -60.00% | +40.00% | 10.08% | 27:39 | 21:02 | 21:02 | 30:43 | 30:57 | 31:18 | 09:55 | 07:20 |
 | Black King Bar | 11 | 78.57% | 82.8 | 36.36% | +36.36% | -3.03% | -3.03% | 0.00% | 22:30 | 14:18 | 17:17 | 20:14 | 22:03 | 49:53 | 04:46 | 03:31 |
 | Bracer | 7 | 50.00% | 79.3 | 42.86% | +28.57% | +7.14% | +7.14% | 0.00% | 01:23 | -01:29 | -01:29 | 02:27 | 02:39 | 03:19 | 04:08 | 03:03 |
 | Magic Stick | 12 | 85.71% | 75.9 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | 03:09 | -01:29 | 01:11 | 01:55 | 05:15 | 08:49 | 04:04 | 03:00 |
 | Magic Wand | 12 | 85.71% | 72.4 | 33.33% | +33.33% | 0.00% | +33.34% | 6.95% | 06:31 | -01:29 | 03:19 | 06:06 | 08:07 | 18:17 | 04:48 | 03:33 |
 | Blink Dagger | 14 | 100.00% | 69.0 | 28.57% | +28.57% | -3.57% | +4.76% | 2.23% | 17:44 | 13:11 | 15:29 | 16:37 | 19:13 | 22:32 | 03:44 | 02:45 |
 | Boots of Speed | 14 | 100.00% | 65.5 | 28.57% | +28.57% | -28.57% | +4.76% | 23.81% | 03:45 | -01:29 | 02:46 | 03:49 | 04:10 | 09:14 | 01:24 | 01:02 |
 | Hand of Midas | 9 | 64.29% | 62.1 | 33.33% | +13.33% | +66.67% | +16.67% | -24.79% | 10:37 | 08:46 | 09:27 | 10:26 | 11:28 | 11:51 | 02:01 | 01:29 |
 | Ring of Basilius | 1 | 7.14% | 58.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 7.14% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.14% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Null Talisman | 1 | 7.14% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 7.14% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 7.14% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 00:00 | 00:00 |
 | Aether Lens | 1 | 7.14% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 35.71% | 31.0 | 40.00% | +17.78% | +60.00% | -40.00% | 0.00% | 01:11 | -01:29 | -01:29 | -01:29 | -01:29 | 11:53 | 00:00 | 00:00 |
 | Force Staff | 2 | 14.29% | 27.6 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 33:36 | 27:16 | 27:16 | 39:55 | 39:55 | 39:55 | 12:39 | 09:22 |
 | Fluffy Hat | 2 | 14.29% | 24.1 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 32:28 | 27:16 | 27:16 | 37:39 | 37:39 | 37:39 | 10:23 | 07:41 |
 | Phase Boots | 3 | 21.43% | 20.7 | 33.33% | +6.06% | -33.33% | 0.00% | 0.00% | 07:47 | 05:46 | 05:46 | 07:35 | 10:01 | 10:01 | 04:15 | 03:08 |
 | Chainmail | 3 | 21.43% | 17.2 | 33.33% | +6.06% | -33.33% | 0.00% | 0.00% | 06:40 | 04:11 | 04:11 | 05:47 | 10:01 | 10:01 | 05:50 | 04:19 |
 | Tranquil Boots | 5 | 35.71% | 13.8 | 20.00% | -13.33% | -20.00% | +80.00% | 15.87% | 09:11 | 06:00 | 06:00 | 07:30 | 12:18 | 12:58 | 06:18 | 04:40 |
 | Wind Lace | 6 | 42.86% | 10.3 | 16.67% | -20.83% | -16.67% | -16.67% | 0.00% | 06:43 | 02:03 | 04:40 | 06:12 | 09:58 | 11:01 | 05:18 | 03:55 |
 | Ring of Protection | 2 | 14.29% | 6.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | -01:24 | -01:29 | -01:29 | -01:18 | -01:18 | -01:18 | 00:11 | 00:08 |
 | Soul Ring | 1 | 7.14% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 |