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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 | |
 | Hand of Midas | 14 | 63.64% | 100.0 | 64.29% | +26.79% | +10.71% | +2.38% | -3.68% | 10:28 | 07:40 | 09:01 | 10:18 | 11:17 | 14:35 | 02:16 | 01:40 |
 | Bottle | 3 | 13.64% | 96.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 14:59 | 01:29 | 01:29 | 03:34 | 39:54 | 39:54 | 38:25 | 28:27 |
 | Blink Dagger | 21 | 95.45% | 93.5 | 57.14% | +57.14% | +2.86% | -37.14% | -9.84% | 18:56 | 11:57 | 17:02 | 19:04 | 21:06 | 25:39 | 04:04 | 03:00 |
 | Aghanim's Shard | 15 | 68.18% | 90.3 | 60.00% | +17.14% | -10.00% | +40.00% | 6.73% | 29:23 | 22:02 | 23:44 | 27:39 | 31:10 | 48:15 | 07:26 | 05:30 |
 | Boots of Speed | 22 | 100.00% | 87.1 | 54.55% | +54.55% | +28.78% | +5.45% | -11.02% | 02:44 | -01:29 | 01:58 | 02:35 | 04:05 | 06:14 | 02:07 | 01:34 |
 | Black King Bar | 21 | 95.45% | 83.9 | 52.38% | -47.62% | +27.62% | +7.62% | -4.35% | 19:30 | 12:33 | 15:43 | 18:25 | 20:19 | 31:54 | 04:36 | 03:24 |
 | Soul Ring | 12 | 54.55% | 80.6 | 58.33% | +8.33% | +41.67% | +8.34% | -9.34% | 07:41 | 04:05 | 05:39 | 07:03 | 09:13 | 11:44 | 03:34 | 02:38 |
 | Void Stone | 8 | 36.36% | 77.4 | 62.50% | +12.50% | -12.50% | +37.50% | 0.00% | 35:02 | 27:49 | 28:51 | 33:16 | 39:04 | 44:47 | 10:13 | 07:34 |
 | Refresher Orb | 8 | 36.36% | 74.2 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 36:41 | 29:19 | 29:41 | 35:32 | 39:34 | 44:47 | 09:53 | 07:19 |
 | Ring of Protection | 14 | 63.64% | 71.0 | 50.00% | -12.50% | 0.00% | -16.67% | -3.85% | 01:31 | -01:29 | -01:29 | -01:29 | 05:49 | 11:15 | 07:18 | 05:24 |
 | Tranquil Boots | 4 | 18.18% | 67.7 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 08:10 | 06:26 | 06:26 | 07:51 | 08:20 | 10:03 | 01:54 | 01:24 |
 | Ring of Health | 9 | 40.91% | 64.5 | 55.56% | +1.71% | -55.56% | +44.44% | 2.98% | 28:37 | 03:17 | 05:28 | 33:15 | 39:04 | 44:46 | 33:36 | 24:53 |
 | Quelling Blade | 15 | 68.18% | 61.3 | 46.67% | -24.76% | -46.67% | -21.67% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 00:07 | 00:00 | 00:00 |
 | Chainmail | 15 | 68.18% | 58.1 | 46.67% | -24.76% | +3.33% | +3.33% | 0.00% | 06:21 | 03:46 | 04:25 | 05:39 | 06:32 | 10:53 | 02:07 | 01:34 |
 | Phase Boots | 15 | 68.18% | 54.8 | 46.67% | -24.76% | +3.33% | +3.33% | 0.00% | 07:26 | 04:57 | 05:42 | 06:40 | 07:37 | 11:28 | 01:55 | 01:25 |
 | Magic Stick | 15 | 68.18% | 51.6 | 46.67% | -24.76% | +3.33% | +28.33% | 8.47% | 01:52 | -01:29 | -01:29 | 00:48 | 04:26 | 10:33 | 05:55 | 04:22 |
 | Overwhelming Blink | 2 | 9.09% | 48.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:38 | 35:44 | 35:44 | 39:31 | 39:31 | 39:31 | 03:47 | 02:48 |
 | Magic Wand | 10 | 45.45% | 45.2 | 50.00% | -8.33% | -16.67% | +50.00% | 31.01% | 08:44 | 04:00 | 07:21 | 08:04 | 09:30 | 14:59 | 02:09 | 01:35 |
 | Shiva's Guard | 11 | 50.00% | 41.9 | 45.45% | -18.19% | +21.22% | -45.45% | -7.92% | 31:37 | 24:07 | 26:22 | 31:37 | 34:47 | 39:40 | 08:25 | 06:14 |
 | Wind Lace | 8 | 36.36% | 38.7 | 50.00% | -7.14% | 0.00% | 0.00% | 0.00% | 08:20 | 00:18 | 03:40 | 07:17 | 09:31 | 17:56 | 05:51 | 04:20 |
 | Fluffy Hat | 3 | 13.64% | 35.5 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 34:53 | 20:42 | 20:42 | 41:37 | 42:19 | 42:19 | 21:37 | 16:00 |
 | Force Staff | 3 | 13.64% | 32.3 | 66.67% | +14.04% | -66.67% | 0.00% | 0.00% | 42:50 | 41:37 | 41:37 | 42:19 | 44:34 | 44:34 | 02:57 | 02:11 |
 | Drum of Endurance | 1 | 4.55% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:12 | 14:12 | 14:12 | 14:12 | 14:12 | 14:12 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.55% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 00:00 | 00:00 |
 | Sange | 1 | 4.55% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.55% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:20 | 08:20 | 08:20 | 08:20 | 08:20 | 08:20 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.55% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Buckler | 1 | 4.55% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 4.55% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 4.55% | 6.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Bracer | 5 | 22.73% | 3.2 | 40.00% | -18.82% | +60.00% | -40.00% | 0.00% | 02:06 | 00:35 | 00:35 | 02:06 | 03:00 | 03:11 | 02:25 | 01:47 |