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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 | |
 | Void Stone | 5 | 35.71% | 100.0 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 31:33 | 23:22 | 23:22 | 29:10 | 40:23 | 40:59 | 17:01 | 12:36 |
 | Blink Dagger | 11 | 78.57% | 97.6 | 63.64% | +30.31% | +36.36% | +3.03% | -7.81% | 22:07 | 15:20 | 17:56 | 20:22 | 22:12 | 34:04 | 04:16 | 03:09 |
 | Boots of Speed | 14 | 100.00% | 95.2 | 57.14% | +57.14% | +17.86% | -23.81% | -29.07% | 04:31 | -01:29 | 03:47 | 04:49 | 05:13 | 09:52 | 01:26 | 01:03 |
 | Magic Stick | 12 | 85.71% | 92.9 | 58.33% | +8.33% | +8.34% | +41.67% | 5.60% | 04:39 | -01:29 | -01:28 | 01:47 | 07:25 | 19:38 | 08:53 | 06:34 |
 | Echo Sabre | 8 | 57.14% | 90.5 | 62.50% | +12.50% | +37.50% | -12.50% | -28.30% | 14:23 | 12:29 | 13:06 | 13:51 | 14:52 | 17:09 | 01:46 | 01:18 |
 | Mask of Madness | 8 | 57.14% | 88.1 | 62.50% | +12.50% | +37.50% | -62.50% | -56.60% | 10:24 | 08:37 | 09:15 | 10:39 | 11:01 | 11:28 | 01:46 | 01:18 |
 | Mage Slayer | 4 | 28.57% | 85.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 26:56 | 19:46 | 19:46 | 25:36 | 27:56 | 34:27 | 08:10 | 06:02 |
 | Assault Cuirass | 4 | 28.57% | 83.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 33:43 | 28:50 | 28:50 | 29:56 | 36:43 | 39:22 | 07:53 | 05:50 |
 | Wind Lace | 2 | 14.29% | 81.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:03 | -01:29 | -01:29 | 07:34 | 07:34 | 07:34 | 09:03 | 06:42 |
 | Ring of Health | 2 | 14.29% | 78.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:41 | 40:23 | 40:23 | 40:58 | 40:58 | 40:58 | 00:35 | 00:25 |
 | Arcane Boots | 2 | 14.29% | 76.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:33 | 10:49 | 10:49 | 22:16 | 22:16 | 22:16 | 11:27 | 08:28 |
 | Black King Bar | 9 | 64.29% | 73.8 | 55.56% | -4.44% | -5.56% | -5.56% | 0.00% | 20:24 | 17:53 | 18:22 | 18:55 | 20:09 | 25:53 | 01:47 | 01:19 |
 | Morbid Mask | 9 | 64.29% | 71.4 | 55.56% | -4.44% | +44.44% | -55.56% | -100.00% | 10:09 | 06:39 | 07:24 | 07:56 | 08:18 | 26:51 | 00:54 | 00:40 |
 | Power Treads | 7 | 50.00% | 69.0 | 57.14% | 0.00% | +42.86% | -7.14% | -50.00% | 06:25 | 05:02 | 05:10 | 05:42 | 05:53 | 11:28 | 00:43 | 00:31 |
 | Quelling Blade | 7 | 50.00% | 66.7 | 57.14% | 0.00% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 10 | 71.43% | 64.3 | 50.00% | -25.00% | -16.67% | +50.00% | 5.73% | 11:10 | 03:31 | 05:51 | 09:21 | 17:29 | 19:38 | 11:38 | 08:37 |
 | Ring of Protection | 5 | 35.71% | 61.9 | 60.00% | +4.44% | -60.00% | +40.00% | 2.86% | 25:01 | -01:29 | -01:29 | 27:04 | 36:30 | 38:59 | 37:59 | 28:08 |
 | Buckler | 6 | 42.86% | 59.5 | 50.00% | -12.50% | -50.00% | +50.00% | 4.40% | 23:43 | -01:29 | 13:47 | 27:05 | 36:30 | 38:59 | 22:43 | 16:49 |
 | Bloodthorn | 3 | 21.43% | 57.1 | 66.67% | +12.12% | -66.67% | 0.00% | 8.51% | 29:40 | 26:37 | 26:37 | 27:56 | 34:27 | 34:27 | 07:50 | 05:48 |
 | Shadow Blade | 3 | 21.43% | 54.8 | 66.67% | +12.12% | +33.33% | 0.00% | -3.79% | 30:11 | 24:43 | 24:43 | 32:20 | 33:30 | 33:30 | 08:47 | 06:30 |
 | Crystalys | 3 | 21.43% | 52.4 | 66.67% | +12.12% | +33.33% | 0.00% | -2.58% | 29:26 | 21:32 | 21:32 | 32:21 | 34:26 | 34:26 | 12:54 | 09:33 |
 | Silver Edge | 3 | 21.43% | 50.0 | 66.67% | +12.12% | +33.33% | 0.00% | -3.36% | 30:46 | 25:00 | 25:00 | 32:22 | 34:56 | 34:56 | 09:56 | 07:21 |
 | Orchid Malevolence | 3 | 21.43% | 47.6 | 66.67% | +12.12% | +33.33% | 0.00% | -5.57% | 25:31 | 23:22 | 23:22 | 23:49 | 29:21 | 29:21 | 05:59 | 04:25 |
 | Aghanim's Shard | 7 | 50.00% | 45.2 | 42.86% | -28.57% | +7.14% | -42.86% | -6.17% | 22:53 | 15:32 | 15:44 | 18:06 | 23:50 | 38:10 | 08:06 | 06:00 |
 | Refresher Orb | 1 | 7.14% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.14% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 00:00 | 00:00 |
 | Headdress | 1 | 7.14% | 38.1 | 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 |
 | Satanic | 1 | 7.14% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.14% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Bracer | 1 | 7.14% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Phase Boots | 2 | 14.29% | 26.2 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 05:19 | 04:40 | 04:40 | 05:57 | 05:57 | 05:57 | 01:17 | 00:57 |
 | Swift Blink | 2 | 14.29% | 23.8 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 40:25 | 33:17 | 33:17 | 47:32 | 47:32 | 47:32 | 14:15 | 10:33 |
 | Wraith Band | 2 | 14.29% | 21.4 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | -00:04 | -01:29 | -01:29 | 01:22 | 01:22 | 01:22 | 02:51 | 02:06 |
 | Chainmail | 2 | 14.29% | 19.0 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 04:42 | 04:05 | 04:05 | 05:18 | 05:18 | 05:18 | 01:13 | 00:54 |
 | Sange and Yasha | 1 | 7.14% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 |
 | Yasha | 1 | 7.14% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Sange | 1 | 7.14% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.14% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.14% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 7.14% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |