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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 | |
 | Ring of Health | 15 | 88.24% | 100.0 | 80.00% | +80.00% | +20.00% | -5.00% | -25.00% | 03:16 | 01:41 | 02:45 | 03:12 | 03:34 | 04:40 | 00:49 | 00:36 |
 | Vanguard | 15 | 88.24% | 97.2 | 80.00% | +80.00% | +20.00% | -30.00% | -23.81% | 06:52 | 05:11 | 05:31 | 06:32 | 07:37 | 10:26 | 02:06 | 01:33 |
 | Ring of Protection | 14 | 82.35% | 94.4 | 78.57% | +45.24% | -28.57% | +21.43% | 0.00% | 00:36 | -01:29 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Overwhelming Blink | 4 | 23.53% | 91.7 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 40:13 | 32:23 | 32:23 | 39:59 | 41:08 | 47:21 | 08:45 | 06:28 |
 | Arcane Boots | 7 | 41.18% | 88.9 | 85.71% | +25.71% | +14.29% | -35.71% | -10.91% | 19:48 | 09:12 | 14:04 | 17:37 | 18:39 | 33:57 | 04:35 | 03:23 |
 | Headdress | 7 | 41.18% | 86.1 | 85.71% | +25.71% | +14.29% | +14.29% | 0.00% | 22:14 | 18:26 | 18:26 | 20:48 | 22:04 | 33:52 | 03:38 | 02:41 |
 | Lotus Orb | 7 | 41.18% | 83.3 | 85.71% | +25.71% | +14.29% | +14.29% | 0.00% | 30:01 | 22:26 | 23:06 | 24:57 | 33:20 | 42:19 | 10:14 | 07:34 |
 | Blink Dagger | 17 | 100.00% | 80.6 | 70.59% | +70.59% | +4.41% | -20.59% | -10.87% | 13:42 | 09:53 | 12:16 | 13:24 | 14:34 | 18:06 | 02:18 | 01:42 |
 | Boots of Speed | 17 | 100.00% | 77.8 | 70.59% | +70.59% | -20.59% | +4.41% | 6.76% | 06:32 | 02:11 | 04:04 | 06:25 | 07:46 | 10:08 | 03:42 | 02:44 |
 | Magic Stick | 14 | 82.35% | 75.0 | 71.43% | +4.76% | -21.43% | +28.57% | 8.06% | 03:21 | -01:29 | -01:29 | -01:24 | 07:41 | 14:16 | 09:10 | 06:47 |
 | Void Stone | 9 | 52.94% | 72.2 | 77.78% | +15.28% | +22.22% | +22.22% | 0.00% | 29:40 | 22:26 | 22:40 | 26:08 | 37:16 | 42:16 | 14:36 | 10:48 |
 | Quelling Blade | 9 | 52.94% | 69.4 | 77.78% | +15.28% | +22.22% | -27.78% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Magic Wand | 9 | 52.94% | 66.7 | 77.78% | +15.28% | -27.78% | -27.78% | 0.00% | 12:59 | 05:34 | 08:11 | 14:16 | 15:43 | 17:19 | 07:32 | 05:34 |
 | Pipe of Insight | 6 | 35.29% | 63.9 | 83.33% | +19.69% | -33.33% | +16.67% | 0.00% | 24:29 | 19:31 | 21:23 | 23:14 | 24:50 | 34:09 | 03:27 | 02:33 |
 | Fluffy Hat | 6 | 35.29% | 61.1 | 83.33% | +19.69% | +16.67% | +16.67% | 0.00% | 21:51 | 16:55 | 18:50 | 19:51 | 22:47 | 30:13 | 03:57 | 02:55 |
 | Force Staff | 6 | 35.29% | 58.3 | 83.33% | +19.69% | +16.67% | +16.67% | 0.00% | 22:58 | 17:27 | 19:01 | 21:20 | 26:58 | 30:13 | 07:57 | 05:53 |
 | Hood of Defiance | 6 | 35.29% | 55.6 | 83.33% | +19.69% | +16.67% | +16.67% | 0.00% | 18:17 | 09:43 | 14:39 | 15:31 | 18:30 | 34:09 | 03:51 | 02:51 |
 | Guardian Greaves | 3 | 17.65% | 52.8 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 26:50 | 21:43 | 21:43 | 28:53 | 29:53 | 29:53 | 08:10 | 06:02 |
 | Mekansm | 3 | 17.65% | 50.0 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 23:59 | 18:26 | 18:26 | 25:56 | 27:36 | 27:36 | 09:10 | 06:47 |
 | Buckler | 3 | 17.65% | 47.2 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 25:52 | 21:43 | 21:43 | 27:30 | 28:23 | 28:23 | 06:40 | 04:56 |
 | Chainmail | 10 | 58.82% | 44.4 | 70.00% | -1.43% | -36.67% | +30.00% | 6.66% | 12:50 | 02:37 | 08:25 | 10:04 | 18:26 | 25:56 | 10:01 | 07:25 |
 | Sange | 9 | 52.94% | 41.7 | 66.67% | -8.33% | -16.67% | -16.67% | 0.00% | 28:32 | 20:53 | 23:11 | 28:49 | 30:27 | 35:55 | 07:16 | 05:22 |
 | Heaven's Halberd | 9 | 52.94% | 38.9 | 66.67% | -8.33% | -16.67% | -16.67% | 0.00% | 30:34 | 23:13 | 25:54 | 30:55 | 33:49 | 37:14 | 07:55 | 05:51 |
 | Aghanim's Shard | 4 | 23.53% | 36.1 | 75.00% | +5.77% | -75.00% | +25.00% | 0.00% | 39:20 | 24:33 | 24:33 | 40:11 | 42:23 | 50:12 | 17:50 | 13:12 |
 | Heart of Tarrasque | 2 | 11.76% | 33.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:01 | 32:34 | 32:34 | 37:28 | 37:28 | 37:28 | 04:54 | 03:37 |
 | Phase Boots | 7 | 41.18% | 30.6 | 57.14% | -22.86% | -57.14% | +42.86% | 71.43% | 09:55 | 05:48 | 09:10 | 10:29 | 10:34 | 12:07 | 01:24 | 01:02 |
 | Black King Bar | 4 | 23.53% | 27.8 | 50.00% | -26.92% | -50.00% | +50.00% | 0.00% | 29:26 | 20:33 | 20:33 | 23:15 | 35:37 | 38:19 | 15:04 | 11:09 |
 | Crimson Guard | 4 | 23.53% | 25.0 | 50.00% | -26.92% | +50.00% | -50.00% | 0.00% | 20:51 | 18:51 | 18:51 | 19:22 | 20:54 | 24:15 | 02:03 | 01:31 |
 | Shiva's Guard | 1 | 5.88% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.88% | 19.4 | 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 |
 | Boots of Travel | 1 | 5.88% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Helm of Iron Will | 5 | 29.41% | 13.9 | 40.00% | -43.33% | +60.00% | -40.00% | 0.00% | 22:55 | 14:57 | 14:57 | 19:04 | 23:30 | 38:18 | 08:33 | 06:20 |
 | Nullifier | 1 | 5.88% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Bracer | 2 | 11.76% | 8.3 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 02:19 | 01:39 | 01:39 | 02:58 | 02:58 | 02:58 | 01:19 | 00:58 |
 | Aether Lens | 1 | 5.88% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.88% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |