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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 | 95 | 21.11% | 100.0 | 71.58% | +24.54% | +3.42% | +7.59% | 0.34% | 34:07 | 16:31 | 26:57 | 32:54 | 39:08 | 1:04:08 | 12:11 | 09:01 |
 | Chainmail | 223 | 49.56% | 98.6 | 57.40% | +10.26% | +6.89% | +3.31% | -0.74% | 12:12 | 03:04 | 08:36 | 11:40 | 13:25 | 45:57 | 04:49 | 03:34 |
 | Black King Bar | 205 | 45.56% | 97.1 | 57.56% | +9.80% | +3.22% | -8.54% | -1.32% | 27:40 | 14:25 | 22:32 | 26:28 | 31:26 | 58:19 | 08:54 | 06:35 |
 | Phase Boots | 214 | 47.56% | 95.7 | 57.01% | +9.13% | +7.80% | +3.37% | -0.85% | 13:17 | 05:43 | 09:49 | 12:59 | 15:02 | 46:19 | 05:13 | 03:51 |
 | Fluffy Hat | 97 | 21.56% | 94.3 | 60.82% | +10.96% | +5.85% | -6.65% | -1.41% | 16:06 | 02:22 | 09:48 | 14:15 | 18:40 | 43:10 | 08:52 | 06:34 |
 | Blink Dagger | 226 | 50.22% | 92.9 | 55.75% | +7.09% | +9.16% | -2.18% | -0.94% | 26:12 | 12:40 | 18:59 | 23:48 | 31:05 | 59:33 | 12:06 | 08:57 |
 | Void Stone | 128 | 28.44% | 91.4 | 57.81% | +7.81% | -7.81% | +1.57% | 0.76% | 26:35 | 12:43 | 19:45 | 24:34 | 32:10 | 54:28 | 12:25 | 09:11 |
 | Magic Wand | 339 | 75.33% | 90.0 | 53.10% | +3.55% | -2.51% | -2.51% | 0.00% | 09:32 | -01:29 | 05:47 | 09:03 | 11:57 | 29:29 | 06:10 | 04:34 |
 | Boots of Speed | 450 | 100.00% | 88.6 | 52.22% | +52.22% | +2.65% | -7.58% | -2.99% | 05:17 | -01:30 | 03:50 | 05:30 | 07:15 | 15:44 | 03:25 | 02:31 |
 | Magic Stick | 420 | 93.33% | 87.1 | 52.14% | -1.19% | +3.10% | -7.38% | -3.51% | 02:07 | -01:30 | -01:29 | 01:27 | 04:28 | 17:13 | 05:57 | 04:24 |
 | Aether Lens | 106 | 23.56% | 85.7 | 57.55% | +6.97% | +1.71% | +0.14% | -0.16% | 26:35 | 13:51 | 21:07 | 25:01 | 30:38 | 49:43 | 09:31 | 07:02 |
 | Crystalys | 17 | 3.78% | 84.3 | 76.47% | +25.20% | -1.47% | -1.47% | 0.00% | 36:56 | 20:49 | 32:23 | 35:41 | 37:32 | 57:57 | 05:09 | 03:48 |
 | Wind Lace | 171 | 38.00% | 82.9 | 52.63% | +0.66% | -1.47% | -6.12% | -0.54% | 10:46 | -01:30 | 05:30 | 08:41 | 14:04 | 33:15 | 08:34 | 06:20 |
 | Quelling Blade | 71 | 15.78% | 81.4 | 56.34% | +4.89% | +4.77% | +4.77% | 0.00% | 01:53 | -01:30 | -01:29 | -01:29 | 02:13 | 18:10 | 03:42 | 02:44 |
 | Ring of Protection | 47 | 10.44% | 80.0 | 59.57% | +8.21% | -17.90% | -1.24% | 0.92% | 12:51 | -01:29 | 01:28 | 09:05 | 19:30 | 57:51 | 18:02 | 13:21 |
 | Tranquil Boots | 104 | 23.11% | 78.6 | 52.88% | +0.86% | -2.88% | -6.73% | -0.55% | 14:02 | 04:09 | 09:11 | 11:00 | 16:12 | 53:49 | 07:01 | 05:11 |
 | Falcon Blade | 13 | 2.89% | 77.1 | 76.92% | +25.43% | -10.25% | -10.25% | 0.00% | 08:30 | 03:43 | 05:57 | 08:32 | 09:44 | 12:16 | 03:47 | 02:48 |
 | Buckler | 23 | 5.11% | 75.7 | 65.22% | +13.70% | +1.45% | -15.22% | -1.17% | 28:21 | 12:58 | 19:30 | 28:09 | 33:47 | 57:51 | 14:17 | 10:34 |
 | Arcane Boots | 96 | 21.33% | 74.3 | 50.00% | -2.82% | +4.17% | -8.33% | -1.43% | 16:42 | 04:09 | 11:26 | 14:08 | 20:09 | 47:38 | 08:43 | 06:27 |
 | Daedalus | 5 | 1.11% | 72.9 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 40:54 | 32:38 | 32:38 | 38:11 | 38:26 | 58:53 | 05:48 | 04:17 |
 | Ring of Health | 26 | 5.78% | 71.4 | 61.54% | +9.89% | +9.89% | -11.54% | -1.43% | 35:48 | 17:12 | 28:22 | 35:43 | 43:23 | 54:28 | 15:01 | 11:07 |
 | Blight Stone | 39 | 8.67% | 70.0 | 56.41% | +4.59% | -6.41% | -6.41% | 0.00% | 13:59 | 01:40 | 08:31 | 12:55 | 15:45 | 35:47 | 07:14 | 05:21 |
 | Soul Ring | 16 | 3.56% | 68.6 | 68.75% | +17.14% | +31.25% | -43.75% | -14.33% | 07:14 | 02:37 | 04:27 | 06:43 | 09:41 | 15:52 | 05:14 | 03:52 |
 | Orb of Venom | 111 | 24.67% | 67.1 | 47.75% | -5.94% | -4.89% | +2.25% | 7.14% | -00:35 | -01:30 | -01:29 | -01:29 | -01:28 | 17:39 | 00:01 | 00:00 |
 | Force Staff | 23 | 5.11% | 65.7 | 60.87% | +9.11% | -10.87% | -10.87% | 0.00% | 31:13 | 18:01 | 26:49 | 31:27 | 35:47 | 47:43 | 08:58 | 06:38 |
 | Drum of Endurance | 15 | 3.33% | 64.3 | 66.67% | +14.95% | +8.33% | -16.67% | -4.03% | 21:16 | 13:57 | 17:07 | 20:41 | 23:19 | 30:28 | 06:12 | 04:35 |
 | Lotus Orb | 11 | 2.44% | 62.9 | 72.73% | +21.02% | +27.27% | -6.06% | -5.19% | 36:51 | 27:56 | 32:17 | 36:22 | 38:42 | 48:38 | 06:25 | 04:45 |
 | Bracer | 53 | 11.78% | 61.4 | 49.06% | -3.58% | +12.48% | +4.79% | -0.91% | 07:17 | -01:29 | 01:55 | 02:48 | 10:24 | 28:19 | 08:29 | 06:17 |
 | Orb of Corrosion | 27 | 6.00% | 60.0 | 55.56% | +3.55% | +1.58% | +1.58% | 0.00% | 13:18 | 03:11 | 10:36 | 13:11 | 15:18 | 23:08 | 04:42 | 03:28 |
 | Morbid Mask | 16 | 3.56% | 58.6 | 62.50% | +10.66% | -12.50% | -12.50% | 0.00% | 32:10 | 16:09 | 25:21 | 29:20 | 38:06 | 57:51 | 12:45 | 09:26 |
 | Nullifier | 6 | 1.33% | 57.1 | 83.33% | +31.53% | +16.67% | -83.33% | 0.00% | 36:36 | 26:00 | 32:29 | 33:24 | 40:27 | 49:07 | 07:58 | 05:54 |
 | Ring of Basilius | 17 | 3.78% | 55.7 | 58.82% | +6.86% | -8.82% | -33.82% | -1.43% | 27:03 | 12:08 | 16:49 | 22:22 | 34:19 | 57:51 | 17:30 | 12:57 |
 | Aghanim's Shard | 40 | 8.89% | 54.3 | 47.50% | -5.18% | +2.50% | -7.50% | -0.65% | 30:04 | 15:01 | 21:19 | 28:54 | 36:41 | 58:32 | 15:22 | 11:22 |
 | Vladmir's Offering | 15 | 3.33% | 52.9 | 60.00% | +8.05% | -10.00% | -10.00% | 0.00% | 32:53 | 18:44 | 26:02 | 29:36 | 38:06 | 57:51 | 12:04 | 08:56 |
 | Helm of Iron Will | 16 | 3.56% | 51.4 | 56.25% | +4.18% | -6.25% | -6.25% | 0.00% | 21:10 | 03:08 | 04:14 | 18:18 | 33:24 | 48:46 | 29:10 | 21:36 |
 | Headdress | 7 | 1.56% | 50.0 | 71.43% | +19.51% | +28.57% | -21.43% | 0.00% | 01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 15:13 | 00:00 | 00:00 |
 | Solar Crest | 3 | 0.67% | 48.6 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 32:28 | 27:52 | 27:52 | 32:08 | 37:23 | 37:23 | 09:31 | 07:02 |
 | Assault Cuirass | 5 | 1.11% | 47.1 | 80.00% | +28.09% | +20.00% | -80.00% | 0.00% | 35:27 | 29:43 | 29:43 | 33:49 | 37:41 | 43:55 | 07:58 | 05:54 |
 | Glimmer Cape | 6 | 1.33% | 45.7 | 66.67% | +14.64% | -66.67% | +33.33% | 0.00% | 29:33 | 21:08 | 22:29 | 22:49 | 30:04 | 56:34 | 07:35 | 05:37 |
 | Wraith Pact | 6 | 1.33% | 44.3 | 66.67% | +14.64% | +33.33% | -66.67% | 0.00% | 39:16 | 29:19 | 31:42 | 32:00 | 46:35 | 1:01:26 | 14:53 | 11:01 |
 | Abyssal Blade | 6 | 1.33% | 42.9 | 66.67% | +14.64% | +33.33% | +33.33% | 0.00% | 43:29 | 28:40 | 35:49 | 40:49 | 52:06 | 55:56 | 16:17 | 12:03 |
 | Crown | 4 | 0.89% | 41.4 | 75.00% | +22.98% | -75.00% | +25.00% | 0.00% | 20:18 | 10:18 | 10:18 | 14:23 | 25:44 | 30:47 | 15:26 | 11:25 |
 | Aeon Disk | 4 | 0.89% | 40.0 | 75.00% | +22.98% | +25.00% | +25.00% | 0.00% | 41:18 | 29:59 | 29:59 | 37:46 | 41:03 | 56:24 | 11:04 | 08:11 |
 | Boots of Bearing | 4 | 0.89% | 38.6 | 75.00% | +22.98% | +25.00% | -75.00% | 0.00% | 41:43 | 23:12 | 23:12 | 38:30 | 48:48 | 56:23 | 25:36 | 18:57 |
 | Urn of Shadows | 4 | 0.89% | 37.1 | 75.00% | +22.98% | +25.00% | +25.00% | 0.00% | 13:19 | 12:13 | 12:13 | 12:56 | 12:56 | 15:09 | 00:43 | 00:31 |
 | Vanguard | 7 | 1.56% | 35.7 | 57.14% | +5.00% | +42.86% | +42.86% | 0.00% | 42:16 | 28:30 | 35:30 | 40:36 | 45:32 | 55:41 | 10:02 | 07:25 |
 | Yasha | 2 | 0.44% | 34.3 | 100.00% | +47.99% | 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 |
 | Sange | 2 | 0.44% | 32.9 | 100.00% | +47.99% | 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 |
 | Sange and Yasha | 2 | 0.44% | 31.4 | 100.00% | +47.99% | 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 |
 | Aghanim's Scepter | 2 | 0.44% | 30.0 | 100.00% | +47.99% | 0.00% | 0.00% | 0.00% | 36:40 | 28:51 | 28:51 | 44:29 | 44:29 | 44:29 | 15:38 | 11:34 |
 | Hood of Defiance | 5 | 1.11% | 28.6 | 60.00% | +7.87% | +40.00% | +40.00% | 0.00% | 23:39 | 17:27 | 17:27 | 24:50 | 26:25 | 31:56 | 08:58 | 06:38 |
 | Bottle | 6 | 1.33% | 27.1 | 50.00% | -2.25% | 0.00% | +50.00% | 0.00% | 10:30 | 01:32 | 01:38 | 01:55 | 27:12 | 28:17 | 25:34 | 18:56 |
 | Wraith Band | 6 | 1.33% | 25.7 | 50.00% | -2.25% | 0.00% | +50.00% | 0.00% | 20:13 | 01:29 | 01:47 | 22:28 | 33:29 | 34:32 | 31:42 | 23:28 |
 | Medallion of Courage | 7 | 1.56% | 24.3 | 42.86% | -9.51% | +7.14% | +7.14% | 0.00% | 23:49 | 16:35 | 17:43 | 22:54 | 25:15 | 35:47 | 07:32 | 05:34 |
 | Divine Rapier | 1 | 0.22% | 22.9 | 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 |
 | Spirit Vessel | 1 | 0.22% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.22% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.22% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Satanic | 1 | 0.22% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 6 | 1.33% | 15.7 | 33.33% | -19.15% | +16.67% | +66.67% | 0.00% | 12:04 | 09:27 | 09:41 | 09:58 | 15:37 | 16:17 | 05:56 | 04:23 |
 | Ghost Scepter | 6 | 1.33% | 14.3 | 33.33% | -19.15% | +66.67% | -33.33% | 0.00% | 30:31 | 21:34 | 24:27 | 24:59 | 39:30 | 43:48 | 15:03 | 11:08 |
 | Refresher Orb | 2 | 0.44% | 12.9 | 50.00% | -2.23% | +50.00% | 0.00% | 0.00% | 44:41 | 40:32 | 40:32 | 48:50 | 48:50 | 48:50 | 08:18 | 06:08 |
 | Linken's Sphere | 2 | 0.44% | 11.4 | 50.00% | -2.23% | +50.00% | 0.00% | 0.00% | 49:14 | 43:43 | 43:43 | 54:44 | 54:44 | 54:44 | 11:01 | 08:09 |
 | Eul's Scepter of Divinity | 1 | 0.22% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.22% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.22% | 7.1 | 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 |
 | Hand of Midas | 3 | 0.67% | 5.7 | 0.00% | -52.57% | 0.00% | 0.00% | 0.00% | 18:46 | 15:40 | 15:40 | 19:50 | 20:47 | 20:47 | 05:07 | 03:47 |
 | Helm of the Dominator | 1 | 0.22% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |
 | Javelin | 1 | 0.22% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.22% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 |