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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 | |
 | Aghanim's Scepter | 6 | 24.00% | 100.0 | 66.67% | +45.62% | -16.67% | +33.33% | 2.59% | 40:27 | 25:31 | 29:43 | 39:15 | 49:00 | 59:53 | 19:17 | 14:17 |
 | Eye of Skadi | 9 | 36.00% | 97.7 | 55.56% | +36.81% | +44.44% | -5.56% | -9.17% | 33:46 | 28:45 | 30:26 | 34:26 | 35:53 | 39:36 | 05:27 | 04:02 |
 | Aghanim's Blessing | 2 | 8.00% | 95.3 | 100.00% | +73.91% | 0.00% | 0.00% | 0.00% | 55:15 | 50:37 | 50:37 | 59:53 | 59:53 | 59:53 | 09:16 | 06:51 |
 | Wraith Band | 16 | 64.00% | 93.0 | 43.75% | +32.64% | -18.75% | -18.75% | 0.00% | 02:41 | 01:30 | 01:54 | 02:13 | 02:34 | 07:59 | 00:40 | 00:29 |
 | Echo Sabre | 13 | 52.00% | 90.7 | 46.15% | +29.48% | -12.82% | +20.52% | 14.60% | 14:57 | 11:44 | 13:46 | 15:10 | 16:03 | 17:51 | 02:17 | 01:41 |
 | Power Treads | 22 | 88.00% | 88.4 | 36.36% | +36.36% | -19.69% | +3.64% | 18.92% | 07:14 | 05:25 | 06:27 | 06:55 | 07:41 | 11:11 | 01:14 | 00:54 |
 | Black King Bar | 23 | 92.00% | 86.0 | 34.78% | +34.78% | +15.22% | -18.11% | -12.90% | 21:47 | 18:28 | 20:26 | 21:40 | 23:01 | 25:49 | 02:35 | 01:54 |
 | Quelling Blade | 23 | 92.00% | 83.7 | 34.78% | +34.78% | -1.45% | -1.45% | 0.00% | -00:59 | -01:30 | -01:29 | -01:29 | -01:29 | 09:59 | 00:00 | 00:00 |
 | Nullifier | 5 | 20.00% | 81.4 | 60.00% | +35.00% | -60.00% | +40.00% | 0.00% | 37:16 | 28:07 | 28:07 | 38:09 | 40:19 | 43:56 | 12:12 | 09:02 |
 | Helm of Iron Will | 5 | 20.00% | 79.1 | 60.00% | +35.00% | -60.00% | +40.00% | 0.00% | 36:44 | 27:15 | 27:15 | 38:03 | 39:29 | 43:21 | 12:14 | 09:03 |
 | Boots of Speed | 24 | 96.00% | 76.7 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 03:20 | 01:12 | 02:54 | 03:14 | 03:51 | 05:15 | 00:57 | 00:42 |
 | Blight Stone | 12 | 48.00% | 74.4 | 41.67% | +18.59% | -8.34% | -8.34% | 0.00% | 11:57 | -01:29 | 07:07 | 09:09 | 10:59 | 31:53 | 03:52 | 02:51 |
 | Orb of Venom | 16 | 64.00% | 72.1 | 37.50% | +15.28% | -37.50% | +37.50% | 11.75% | 04:15 | -01:29 | 01:04 | 03:59 | 07:27 | 10:58 | 06:23 | 04:43 |
 | Desolator | 9 | 36.00% | 69.8 | 44.44% | +19.44% | +5.56% | +5.56% | 0.00% | 29:06 | 21:16 | 26:24 | 29:08 | 30:42 | 36:44 | 04:18 | 03:11 |
 | Orb of Corrosion | 10 | 40.00% | 67.4 | 40.00% | +13.33% | -6.67% | +10.00% | 5.38% | 11:35 | 07:27 | 09:07 | 09:57 | 12:13 | 24:19 | 03:06 | 02:17 |
 | Fluffy Hat | 10 | 40.00% | 65.1 | 40.00% | +13.33% | -6.67% | -40.00% | -12.58% | 10:51 | 07:27 | 08:20 | 09:20 | 10:59 | 23:29 | 02:39 | 01:57 |
 | Magic Wand | 20 | 80.00% | 62.8 | 30.00% | -10.00% | -10.00% | -10.00% | 0.00% | 08:14 | 00:51 | 07:04 | 07:47 | 08:45 | 16:03 | 01:41 | 01:14 |
 | Crystalys | 3 | 12.00% | 60.5 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 35:19 | 24:38 | 24:38 | 35:01 | 46:18 | 46:18 | 21:40 | 16:02 |
 | Magic Stick | 21 | 84.00% | 58.1 | 28.57% | -21.43% | -28.57% | -8.57% | 12.00% | 01:42 | -01:29 | -01:29 | 00:46 | 03:09 | 15:48 | 04:38 | 03:25 |
 | Ring of Health | 7 | 28.00% | 55.8 | 42.86% | +15.08% | +7.14% | +7.14% | 0.00% | 32:39 | 05:20 | 07:43 | 41:27 | 49:35 | 55:08 | 41:52 | 31:00 |
 | Hand of Midas | 1 | 4.00% | 53.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.00% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Mjollnir | 5 | 20.00% | 48.8 | 40.00% | +10.00% | -40.00% | +60.00% | 0.00% | 29:46 | 24:28 | 24:28 | 28:17 | 34:19 | 36:13 | 09:51 | 07:17 |
 | Void Stone | 5 | 20.00% | 46.5 | 40.00% | +10.00% | +60.00% | +60.00% | 0.00% | 25:43 | 10:15 | 10:15 | 16:17 | 41:27 | 49:35 | 31:12 | 23:06 |
 | Skull Basher | 6 | 24.00% | 44.2 | 33.33% | +1.75% | +16.67% | +66.67% | 3.02% | 38:06 | 25:34 | 32:54 | 33:24 | 49:26 | 50:42 | 16:32 | 12:14 |
 | Maelstrom | 7 | 28.00% | 41.9 | 28.57% | -4.76% | -28.57% | +71.43% | 30.93% | 17:54 | 12:02 | 13:28 | 14:51 | 16:42 | 35:06 | 03:14 | 02:23 |
 | Aghanim's Shard | 7 | 28.00% | 39.5 | 28.57% | -4.76% | +21.43% | +21.43% | 0.00% | 37:25 | 15:31 | 35:00 | 38:42 | 43:43 | 47:54 | 08:43 | 06:27 |
 | Javelin | 8 | 32.00% | 37.2 | 25.00% | -10.29% | -25.00% | +25.00% | 8.77% | 18:14 | 08:18 | 09:42 | 11:21 | 15:24 | 42:35 | 05:42 | 04:13 |
 | Abyssal Blade | 2 | 8.00% | 34.9 | 50.00% | +19.57% | -50.00% | 0.00% | 0.00% | 54:19 | 53:18 | 53:18 | 55:20 | 55:20 | 55:20 | 02:02 | 01:30 |
 | Vanguard | 2 | 8.00% | 32.6 | 50.00% | +19.57% | -50.00% | 0.00% | 0.00% | 54:08 | 53:07 | 53:07 | 55:08 | 55:08 | 55:08 | 02:01 | 01:29 |
 | Refresher Orb | 2 | 8.00% | 30.2 | 50.00% | +19.57% | -50.00% | 0.00% | 0.00% | 47:33 | 43:05 | 43:05 | 52:01 | 52:01 | 52:01 | 08:56 | 06:37 |
 | Battle Fury | 3 | 12.00% | 27.9 | 33.33% | +1.51% | +66.67% | 0.00% | 0.00% | 15:16 | 14:01 | 14:01 | 15:30 | 16:17 | 16:17 | 02:16 | 01:40 |
 | Mage Slayer | 3 | 12.00% | 25.6 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 22:33 | 20:10 | 20:10 | 23:36 | 23:54 | 23:54 | 03:44 | 02:45 |
 | Satanic | 1 | 4.00% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 8.00% | 20.9 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 28:29 | 27:46 | 27:46 | 29:12 | 29:12 | 29:12 | 01:26 | 01:03 |
 | Diffusal Blade | 2 | 8.00% | 18.6 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 22:09 | 13:16 | 13:16 | 31:01 | 31:01 | 31:01 | 17:45 | 13:08 |
 | Chainmail | 2 | 8.00% | 16.3 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 08:03 | 06:36 | 06:36 | 09:30 | 09:30 | 09:30 | 02:54 | 02:08 |
 | Monkey King Bar | 1 | 4.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Wind Lace | 2 | 8.00% | 11.6 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 04:06 | 03:57 | 03:57 | 04:15 | 04:15 | 04:15 | 00:18 | 00:13 |
 | Silver Edge | 1 | 4.00% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Phase Boots | 2 | 8.00% | 7.0 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 10:10 | 09:54 | 09:54 | 10:25 | 10:25 | 10:25 | 00:31 | 00:22 |
 | Morbid Mask | 1 | 4.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |