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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 Protection | 8 | 44.44% | 100.0 | 75.00% | +55.00% | -25.00% | +25.00% | 4.75% | 23:25 | 04:14 | 17:26 | 25:00 | 27:58 | 34:14 | 10:32 | 07:48 |
 | Refresher Orb | 3 | 16.67% | 97.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 49:29 | 41:47 | 41:47 | 47:51 | 58:50 | 58:50 | 17:03 | 12:37 |
 | Ring of Health | 3 | 16.67% | 94.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 49:09 | 40:50 | 40:50 | 47:48 | 58:49 | 58:49 | 17:59 | 13:19 |
 | Overwhelming Blink | 3 | 16.67% | 92.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 44:34 | 42:08 | 42:08 | 43:58 | 47:37 | 47:37 | 05:29 | 04:03 |
 | Shadow Blade | 9 | 50.00% | 89.5 | 66.67% | +44.45% | +33.33% | -16.67% | -6.24% | 28:02 | 19:02 | 22:18 | 24:24 | 30:19 | 48:02 | 08:01 | 05:56 |
 | Silver Edge | 7 | 38.89% | 86.8 | 71.43% | +44.16% | +28.57% | -21.43% | -14.15% | 28:22 | 25:04 | 25:09 | 28:10 | 28:41 | 35:11 | 03:32 | 02:37 |
 | Crystalys | 7 | 38.89% | 84.2 | 71.43% | +44.16% | +28.57% | -21.43% | -9.74% | 27:05 | 20:43 | 23:33 | 27:27 | 28:41 | 35:11 | 05:08 | 03:48 |
 | Assault Cuirass | 7 | 38.89% | 81.6 | 71.43% | +44.16% | +28.57% | +28.57% | 0.00% | 29:02 | 26:01 | 26:16 | 29:02 | 29:56 | 35:31 | 03:40 | 02:42 |
 | Buckler | 7 | 38.89% | 78.9 | 71.43% | +44.16% | +28.57% | +28.57% | 0.00% | 27:23 | 23:53 | 25:01 | 26:17 | 27:58 | 34:14 | 02:57 | 02:11 |
 | Armlet of Mordiggian | 4 | 22.22% | 76.3 | 75.00% | +39.29% | +25.00% | -75.00% | 0.00% | 12:05 | 10:06 | 10:06 | 11:54 | 13:00 | 13:21 | 02:54 | 02:08 |
 | Blink Dagger | 4 | 22.22% | 73.7 | 75.00% | +39.29% | +25.00% | +25.00% | 0.00% | 39:05 | 33:23 | 33:23 | 37:50 | 40:47 | 44:21 | 07:24 | 05:28 |
 | Phase Boots | 18 | 100.00% | 71.1 | 44.44% | +44.44% | +15.56% | +30.56% | 6.16% | 07:21 | 04:53 | 06:08 | 07:00 | 08:34 | 10:02 | 02:26 | 01:48 |
 | Chainmail | 18 | 100.00% | 68.4 | 44.44% | +44.44% | +15.56% | +30.56% | 7.26% | 06:47 | 04:06 | 05:40 | 06:36 | 07:44 | 09:33 | 02:04 | 01:31 |
 | Black King Bar | 18 | 100.00% | 65.8 | 44.44% | +44.44% | -4.44% | -19.44% | -3.02% | 18:41 | 12:39 | 16:24 | 18:06 | 21:22 | 24:42 | 04:58 | 03:40 |
 | Boots of Speed | 18 | 100.00% | 63.2 | 44.44% | +44.44% | +15.56% | +30.56% | 7.69% | 04:46 | 01:46 | 03:51 | 04:32 | 05:48 | 07:07 | 01:57 | 01:26 |
 | Morbid Mask | 2 | 11.11% | 60.5 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 32:46 | 31:41 | 31:41 | 33:50 | 33:50 | 33:50 | 02:09 | 01:35 |
 | Satanic | 2 | 11.11% | 57.9 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 34:22 | 32:16 | 32:16 | 36:28 | 36:28 | 36:28 | 04:12 | 03:06 |
 | Quelling Blade | 16 | 88.89% | 55.3 | 43.75% | -6.25% | -18.75% | +6.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bracer | 15 | 83.33% | 52.6 | 40.00% | -26.67% | +35.00% | -15.00% | -50.00% | 01:56 | 01:13 | 01:24 | 01:38 | 02:01 | 03:39 | 00:37 | 00:27 |
 | Helm of Iron Will | 5 | 27.78% | 50.0 | 60.00% | +21.54% | +40.00% | -60.00% | 0.00% | 13:32 | 07:02 | 07:02 | 10:32 | 11:54 | 29:44 | 04:52 | 03:36 |
 | Magic Stick | 13 | 72.22% | 47.4 | 38.46% | -21.54% | -5.13% | +28.21% | 6.78% | 05:56 | -01:29 | 02:45 | 04:06 | 07:40 | 17:25 | 04:55 | 03:38 |
 | Bottle | 6 | 33.33% | 44.7 | 50.00% | +8.33% | 0.00% | +50.00% | 31.25% | 02:23 | 01:24 | 01:33 | 02:05 | 03:09 | 03:21 | 01:36 | 01:11 |
 | Daedalus | 3 | 16.67% | 42.1 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 49:12 | 38:25 | 38:25 | 42:06 | 1:07:04 | 1:07:04 | 28:39 | 21:13 |
 | Void Stone | 8 | 44.44% | 39.5 | 37.50% | -12.50% | -37.50% | +12.50% | 6.74% | 33:47 | 13:20 | 29:30 | 34:17 | 36:55 | 47:48 | 07:25 | 05:29 |
 | Magic Wand | 10 | 55.56% | 36.8 | 30.00% | -32.50% | +3.33% | +20.00% | 1.97% | 09:34 | 04:15 | 05:06 | 07:44 | 13:33 | 17:41 | 08:27 | 06:15 |
 | Mage Slayer | 1 | 5.56% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 5.56% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.56% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.56% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.56% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:19 | 04:19 | 04:19 | 04:19 | 04:19 | 04:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 11.11% | 18.4 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 31:56 | 26:55 | 26:55 | 36:56 | 36:56 | 36:56 | 10:01 | 07:25 |
 | Orchid Malevolence | 2 | 11.11% | 15.8 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 24:48 | 13:24 | 13:24 | 36:12 | 36:12 | 36:12 | 22:48 | 16:53 |
 | Aghanim's Shard | 3 | 16.67% | 13.2 | 33.33% | -13.34% | -33.33% | 0.00% | 0.00% | 34:02 | 17:43 | 17:43 | 40:49 | 43:33 | 43:33 | 25:50 | 19:08 |
 | Scythe of Vyse | 5 | 27.78% | 10.5 | 20.00% | -33.85% | -20.00% | -20.00% | 0.00% | 34:55 | 29:31 | 29:31 | 34:23 | 36:55 | 42:08 | 07:24 | 05:28 |
 | Heaven's Halberd | 6 | 33.33% | 7.9 | 16.67% | -41.66% | +33.33% | -16.67% | -4.65% | 22:12 | 15:07 | 15:09 | 20:06 | 25:54 | 32:27 | 10:45 | 07:57 |
 | Sange | 6 | 33.33% | 5.3 | 16.67% | -41.66% | +33.33% | -16.67% | -6.59% | 16:08 | 12:20 | 12:52 | 13:55 | 20:27 | 20:37 | 07:35 | 05:37 |
 | Nullifier | 1 | 5.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |