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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 | |
 | Satanic | 4 | 14.29% | 100.0 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 34:13 | 26:36 | 26:36 | 33:35 | 35:53 | 40:46 | 09:17 | 06:52 |
 | Morbid Mask | 4 | 14.29% | 97.9 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 33:00 | 25:31 | 25:31 | 29:56 | 35:46 | 40:45 | 10:15 | 07:35 |
 | Yasha | 6 | 21.43% | 95.7 | 83.33% | +37.88% | -33.33% | +16.67% | 7.04% | 21:53 | 15:42 | 18:26 | 20:03 | 25:32 | 26:06 | 07:06 | 05:15 |
 | Sange and Yasha | 6 | 21.43% | 93.6 | 83.33% | +37.88% | -33.33% | +16.67% | 7.08% | 22:14 | 15:59 | 18:58 | 20:03 | 26:02 | 26:22 | 07:04 | 05:14 |
 | Sange | 10 | 35.71% | 91.5 | 70.00% | +25.56% | -3.33% | -20.00% | -4.05% | 17:07 | 11:46 | 12:52 | 15:45 | 16:59 | 33:58 | 04:07 | 03:02 |
 | Shadow Blade | 3 | 10.71% | 89.4 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 19:28 | 17:29 | 17:29 | 17:37 | 23:18 | 23:18 | 05:49 | 04:18 |
 | Boots of Speed | 28 | 100.00% | 87.2 | 53.57% | +53.57% | +3.57% | +3.57% | 0.00% | 04:55 | 02:07 | 03:22 | 04:33 | 05:29 | 12:51 | 02:07 | 01:34 |
 | Power Treads | 28 | 100.00% | 85.1 | 53.57% | +53.57% | +3.57% | +17.86% | 7.52% | 08:09 | 04:25 | 06:14 | 06:57 | 08:08 | 29:44 | 01:54 | 01:24 |
 | Helm of Iron Will | 17 | 60.71% | 83.0 | 58.82% | +13.37% | -8.82% | +16.18% | 7.61% | 10:27 | 03:47 | 08:44 | 10:31 | 12:01 | 15:03 | 03:17 | 02:25 |
 | Armlet of Mordiggian | 17 | 60.71% | 80.9 | 58.82% | +13.37% | +16.18% | -8.82% | -9.09% | 13:14 | 07:58 | 12:02 | 13:21 | 14:47 | 16:46 | 02:45 | 02:02 |
 | Magic Wand | 20 | 71.43% | 78.7 | 55.00% | +5.00% | -15.00% | +5.00% | 2.18% | 07:50 | 01:39 | 03:14 | 04:42 | 12:24 | 20:40 | 09:10 | 06:47 |
 | Ring of Protection | 11 | 39.29% | 76.6 | 63.64% | +16.58% | +3.03% | +3.03% | 0.00% | 27:42 | 08:31 | 24:54 | 27:34 | 33:05 | 41:59 | 08:11 | 06:03 |
 | Bracer | 18 | 64.29% | 74.5 | 55.56% | +5.56% | -15.56% | -5.56% | 6.25% | 03:00 | -01:29 | 02:11 | 02:58 | 03:47 | 07:54 | 01:36 | 01:11 |
 | Quelling Blade | 26 | 92.86% | 72.3 | 50.00% | -50.00% | +7.14% | -16.67% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:26 | 00:00 | 00:00 |
 | Magic Stick | 26 | 92.86% | 70.2 | 50.00% | -50.00% | -7.14% | 0.00% | 4.08% | 02:18 | -01:30 | -01:29 | 00:56 | 03:14 | 12:37 | 04:43 | 03:29 |
 | Blink Dagger | 14 | 50.00% | 68.1 | 57.14% | +7.14% | -7.14% | +9.53% | 1.59% | 24:39 | 16:22 | 19:41 | 21:06 | 30:12 | 33:34 | 10:31 | 07:47 |
 | Aghanim's Shard | 10 | 35.71% | 66.0 | 60.00% | +10.00% | +6.67% | -60.00% | -5.50% | 29:32 | 20:01 | 23:34 | 25:37 | 35:41 | 43:11 | 12:07 | 08:58 |
 | Black King Bar | 19 | 67.86% | 63.8 | 47.37% | -19.30% | +12.63% | -7.37% | -3.35% | 23:32 | 17:36 | 19:52 | 22:33 | 25:50 | 31:23 | 05:58 | 04:25 |
 | Assault Cuirass | 9 | 32.14% | 61.7 | 55.56% | +2.93% | -55.56% | -5.56% | 5.86% | 32:38 | 27:14 | 27:23 | 33:22 | 35:55 | 42:19 | 08:32 | 06:19 |
 | Buckler | 9 | 32.14% | 59.6 | 55.56% | +2.93% | -55.56% | -5.56% | 6.30% | 31:44 | 24:54 | 27:02 | 32:50 | 34:58 | 42:00 | 07:56 | 05:52 |
 | Hand of Midas | 12 | 42.86% | 57.4 | 50.00% | -6.25% | +16.67% | -50.00% | -25.64% | 11:34 | 08:54 | 09:17 | 11:36 | 11:53 | 16:57 | 02:36 | 01:55 |
 | Heaven's Halberd | 2 | 7.14% | 55.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:27 | 18:05 | 18:05 | 24:49 | 24:49 | 24:49 | 06:44 | 04:59 |
 | Soul Ring | 2 | 7.14% | 53.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 10:14 | 09:06 | 09:06 | 11:21 | 11:21 | 11:21 | 02:15 | 01:40 |
 | Heart of Tarrasque | 6 | 21.43% | 51.1 | 50.00% | -4.55% | 0.00% | -50.00% | -7.25% | 25:27 | 21:00 | 21:41 | 22:43 | 28:35 | 32:18 | 06:54 | 05:06 |
 | Orb of Venom | 3 | 10.71% | 48.9 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 01:59 | 01:21 | 01:21 | 01:56 | 02:40 | 02:40 | 01:19 | 00:58 |
 | Blight Stone | 4 | 14.29% | 46.8 | 50.00% | -4.17% | -50.00% | +50.00% | 22.90% | 13:06 | 01:29 | 01:29 | 03:24 | 05:51 | 41:40 | 04:22 | 03:14 |
 | Swift Blink | 1 | 3.57% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.57% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.57% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.57% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.57% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Javelin | 1 | 3.57% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Desolator | 1 | 3.57% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.57% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.57% | 27.7 | 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 |
 | Crystalys | 1 | 3.57% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.57% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.57% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 7.14% | 19.1 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 32:39 | 31:27 | 31:27 | 33:50 | 33:50 | 33:50 | 02:23 | 01:45 |
 | Orb of Corrosion | 2 | 7.14% | 17.0 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 05:34 | 04:03 | 04:03 | 07:04 | 07:04 | 07:04 | 03:01 | 02:14 |
 | Fluffy Hat | 2 | 7.14% | 14.9 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 04:50 | 03:24 | 03:24 | 06:16 | 06:16 | 06:16 | 02:52 | 02:07 |
 | Aghanim's Scepter | 3 | 10.71% | 12.8 | 33.33% | -22.67% | +66.67% | 0.00% | 0.00% | 29:45 | 24:46 | 24:46 | 28:49 | 35:39 | 35:39 | 10:53 | 08:03 |
 | Echo Sabre | 4 | 14.29% | 10.6 | 25.00% | -33.33% | -25.00% | -25.00% | 0.00% | 21:01 | 15:34 | 15:34 | 16:40 | 22:31 | 29:18 | 06:57 | 05:08 |
 | Ring of Health | 1 | 3.57% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.57% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.57% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |