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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 | |
 | Skull Basher | 47 | 34.06% | 100.0 | 72.34% | +22.89% | +2.66% | +19.33% | 1.23% | 35:34 | 20:54 | 27:14 | 35:16 | 40:44 | 1:04:08 | 13:30 | 10:00 |
 | Chainmail | 101 | 73.19% | 98.1 | 64.36% | +26.52% | -0.36% | +11.64% | 2.53% | 11:07 | 03:39 | 08:18 | 11:32 | 13:03 | 21:47 | 04:45 | 03:31 |
 | Phase Boots | 101 | 73.19% | 96.2 | 64.36% | +26.52% | -0.36% | +3.64% | 0.81% | 12:49 | 05:43 | 10:04 | 13:19 | 15:00 | 26:18 | 04:56 | 03:39 |
 | Black King Bar | 93 | 67.39% | 94.2 | 63.44% | +19.00% | -11.27% | -2.57% | 1.08% | 27:30 | 14:25 | 23:42 | 26:59 | 31:46 | 50:37 | 08:04 | 05:58 |
 | Magic Stick | 124 | 89.86% | 92.3 | 58.87% | +16.01% | +2.42% | -4.03% | -4.84% | 01:20 | -01:30 | -01:29 | -01:28 | 02:49 | 17:13 | 04:18 | 03:11 |
 | Boots of Speed | 138 | 100.00% | 90.4 | 57.25% | +57.25% | +14.18% | -10.19% | -7.70% | 05:39 | -01:29 | 04:03 | 05:37 | 07:13 | 15:44 | 03:10 | 02:20 |
 | Magic Wand | 101 | 73.19% | 88.5 | 58.42% | +4.37% | +1.58% | -2.42% | -0.64% | 08:14 | -01:29 | 04:36 | 07:49 | 10:53 | 25:29 | 06:17 | 04:39 |
 | Blink Dagger | 42 | 30.43% | 86.5 | 61.90% | +6.69% | +1.74% | +8.10% | 0.41% | 35:23 | 18:02 | 28:13 | 33:58 | 43:41 | 59:33 | 15:28 | 11:27 |
 | Fluffy Hat | 39 | 28.26% | 84.6 | 56.41% | -1.17% | -6.41% | -6.41% | 0.00% | 12:50 | 02:22 | 08:55 | 12:14 | 14:21 | 38:00 | 05:26 | 04:01 |
 | Crystalys | 9 | 6.52% | 82.7 | 77.78% | +21.97% | -27.78% | +22.22% | 9.15% | 38:36 | 20:49 | 32:04 | 35:41 | 37:32 | 57:57 | 05:28 | 04:02 |
 | Ring of Health | 14 | 10.14% | 80.8 | 64.29% | +7.84% | +10.71% | +2.38% | -0.47% | 36:05 | 17:12 | 27:47 | 36:19 | 45:32 | 51:57 | 17:45 | 13:08 |
 | Ring of Protection | 10 | 7.25% | 78.8 | 70.00% | +13.75% | -3.33% | -20.00% | -0.93% | 11:38 | -01:29 | -01:29 | 08:57 | 19:30 | 30:10 | 20:59 | 15:32 |
 | Wind Lace | 33 | 23.91% | 76.9 | 51.52% | -7.53% | +10.98% | -26.52% | -4.70% | 09:58 | -01:29 | 04:36 | 09:40 | 12:35 | 29:28 | 07:59 | 05:54 |
 | Quelling Blade | 26 | 18.84% | 75.0 | 53.85% | -4.19% | +3.29% | -3.85% | 0.00% | 00:35 | -01:29 | -01:29 | -01:29 | -01:29 | 16:19 | 00:00 | 00:00 |
 | Blight Stone | 24 | 17.39% | 73.1 | 54.17% | -3.72% | -4.17% | -20.84% | -2.87% | 12:22 | 04:33 | 08:11 | 12:14 | 14:00 | 35:47 | 05:49 | 04:18 |
 | Orb of Venom | 42 | 30.43% | 71.2 | 47.62% | -13.84% | -2.17% | -7.62% | -5.45% | 00:10 | -01:30 | -01:29 | -01:29 | 00:44 | 17:39 | 02:13 | 01:38 |
 | Aghanim's Shard | 18 | 13.04% | 69.2 | 55.56% | -1.94% | +4.44% | +19.44% | 0.99% | 27:44 | 15:01 | 20:17 | 24:06 | 35:28 | 45:39 | 15:11 | 11:14 |
 | Orb of Corrosion | 21 | 15.22% | 67.3 | 52.38% | -5.74% | -12.38% | +7.62% | 4.14% | 13:17 | 09:07 | 10:15 | 13:11 | 15:05 | 18:03 | 04:50 | 03:34 |
 | Nullifier | 3 | 2.17% | 65.4 | 100.00% | +43.70% | 0.00% | 0.00% | 0.00% | 32:13 | 26:00 | 26:00 | 32:29 | 38:11 | 38:11 | 12:11 | 09:01 |
 | Daedalus | 3 | 2.17% | 63.5 | 100.00% | +43.70% | 0.00% | 0.00% | 0.00% | 42:38 | 32:38 | 32:38 | 36:23 | 58:53 | 58:53 | 26:15 | 19:26 |
 | Bracer | 20 | 14.49% | 61.5 | 45.00% | -14.32% | +15.00% | -5.00% | -13.04% | 05:36 | -01:19 | 01:39 | 02:27 | 03:11 | 20:43 | 01:32 | 01:08 |
 | Void Stone | 15 | 10.87% | 59.6 | 46.67% | -11.87% | +3.33% | +28.33% | 1.60% | 31:23 | 14:46 | 22:25 | 27:47 | 38:02 | 48:35 | 15:37 | 11:34 |
 | Arcane Boots | 15 | 10.87% | 57.7 | 46.67% | -11.87% | -21.67% | +28.33% | 6.10% | 20:27 | 08:46 | 14:03 | 16:25 | 22:15 | 43:53 | 08:12 | 06:04 |
 | Lotus Orb | 4 | 2.90% | 55.8 | 75.00% | +18.28% | +25.00% | +25.00% | 0.00% | 38:13 | 27:56 | 27:56 | 37:36 | 38:42 | 48:38 | 10:46 | 07:58 |
 | Hood of Defiance | 4 | 2.90% | 53.8 | 75.00% | +18.28% | +25.00% | +25.00% | 0.00% | 23:22 | 17:27 | 17:27 | 17:39 | 26:25 | 31:56 | 08:58 | 06:38 |
 | Buckler | 4 | 2.90% | 51.9 | 75.00% | +18.28% | +25.00% | +25.00% | 0.00% | 22:38 | 15:05 | 15:05 | 19:30 | 25:48 | 30:10 | 10:43 | 07:56 |
 | Falcon Blade | 7 | 5.07% | 50.0 | 57.14% | -0.11% | -7.14% | -57.14% | -10.31% | 08:02 | 03:43 | 04:36 | 08:32 | 09:27 | 11:55 | 04:51 | 03:35 |
 | Aghanim's Scepter | 2 | 1.45% | 48.1 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 36:40 | 28:51 | 28:51 | 44:29 | 44:29 | 44:29 | 15:38 | 11:34 |
 | Sange and Yasha | 2 | 1.45% | 46.2 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 55:23 | 42:29 | 42:29 | 1:08:16 | 1:08:16 | 1:08:16 | 25:47 | 19:05 |
 | Sange | 2 | 1.45% | 44.2 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 55:13 | 42:09 | 42:09 | 1:08:16 | 1:08:16 | 1:08:16 | 26:07 | 19:20 |
 | Yasha | 2 | 1.45% | 42.3 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 55:06 | 41:55 | 41:55 | 1:08:16 | 1:08:16 | 1:08:16 | 26:21 | 19:31 |
 | Helm of Iron Will | 8 | 5.80% | 40.4 | 50.00% | -7.69% | 0.00% | 0.00% | 0.00% | 19:09 | 03:08 | 04:14 | 05:28 | 31:30 | 47:30 | 27:16 | 20:11 |
 | Drum of Endurance | 3 | 2.17% | 38.5 | 66.67% | +9.63% | -66.67% | 0.00% | 0.00% | 20:22 | 17:07 | 17:07 | 21:44 | 22:15 | 22:15 | 05:08 | 03:48 |
 | Force Staff | 3 | 2.17% | 36.5 | 66.67% | +9.63% | +33.33% | 0.00% | 0.00% | 32:02 | 24:30 | 24:30 | 33:35 | 38:00 | 38:00 | 13:30 | 10:00 |
 | Morbid Mask | 3 | 2.17% | 34.6 | 66.67% | +9.63% | +33.33% | 0.00% | 0.00% | 26:32 | 16:09 | 16:09 | 25:21 | 38:06 | 38:06 | 21:57 | 16:15 |
 | Soul Ring | 3 | 2.17% | 32.7 | 66.67% | +9.63% | -66.67% | 0.00% | 0.00% | 10:59 | 07:25 | 07:25 | 09:41 | 15:52 | 15:52 | 08:27 | 06:15 |
 | Vladmir's Offering | 3 | 2.17% | 30.8 | 66.67% | +9.63% | +33.33% | 0.00% | 0.00% | 27:40 | 18:44 | 18:44 | 26:10 | 38:06 | 38:06 | 19:22 | 14:20 |
 | Ring of Basilius | 3 | 2.17% | 28.8 | 66.67% | +9.63% | +33.33% | 0.00% | 0.00% | 20:11 | 15:05 | 15:05 | 19:39 | 25:48 | 25:48 | 10:43 | 07:56 |
 | Abyssal Blade | 4 | 2.90% | 26.9 | 50.00% | -7.46% | +50.00% | +50.00% | 0.00% | 44:04 | 35:49 | 35:49 | 40:49 | 47:31 | 52:06 | 11:42 | 08:40 |
 | Vanguard | 4 | 2.90% | 25.0 | 50.00% | -7.46% | +50.00% | +50.00% | 0.00% | 43:24 | 35:30 | 35:30 | 40:36 | 45:32 | 51:57 | 10:02 | 07:25 |
 | Tranquil Boots | 9 | 6.52% | 23.1 | 33.33% | -25.58% | +16.67% | -33.33% | -3.26% | 19:30 | 09:25 | 10:33 | 16:12 | 25:52 | 42:43 | 15:19 | 11:20 |
 | Aether Lens | 9 | 6.52% | 21.2 | 33.33% | -25.58% | +66.67% | +16.67% | -5.02% | 27:19 | 16:23 | 20:51 | 27:49 | 30:49 | 38:18 | 09:58 | 07:22 |
 | Assault Cuirass | 1 | 0.72% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.72% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.72% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.45% | 13.5 | 50.00% | -7.35% | +50.00% | 0.00% | 0.00% | 44:41 | 40:32 | 40:32 | 48:50 | 48:50 | 48:50 | 08:18 | 06:08 |
 | Armlet of Mordiggian | 4 | 2.90% | 11.5 | 25.00% | -33.21% | -25.00% | -25.00% | 0.00% | 10:08 | 09:27 | 09:27 | 09:41 | 09:58 | 11:25 | 00:31 | 00:22 |
 | Medallion of Courage | 1 | 0.72% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Headdress | 1 | 0.72% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.72% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.45% | 3.8 | 0.00% | -58.09% | 0.00% | 0.00% | 0.00% | 27:59 | 22:28 | 22:28 | 33:29 | 33:29 | 33:29 | 11:01 | 08:09 |
 | Hand of Midas | 1 | 0.72% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |