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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 | |
 | Buckler | 8 | 7.77% | 100.0 | 87.50% | +45.39% | +12.50% | +12.50% | 0.00% | 33:02 | 21:40 | 24:14 | 33:18 | 36:11 | 45:56 | 11:57 | 08:51 |
 | Void Stone | 18 | 17.48% | 98.7 | 72.22% | +32.22% | +27.78% | -22.22% | -8.15% | 22:08 | 09:26 | 15:02 | 15:59 | 21:10 | 1:09:44 | 06:08 | 04:32 |
 | Eul's Scepter of Divinity | 13 | 12.62% | 97.3 | 76.92% | +35.81% | +23.08% | +23.08% | 0.00% | 17:11 | 14:31 | 14:48 | 15:44 | 18:47 | 24:49 | 03:59 | 02:57 |
 | Abyssal Blade | 13 | 12.62% | 96.0 | 76.92% | +35.81% | +23.08% | -10.25% | -3.68% | 35:20 | 28:03 | 30:12 | 35:06 | 39:15 | 42:23 | 09:03 | 06:42 |
 | Ring of Health | 40 | 38.83% | 94.7 | 62.50% | +27.58% | +7.50% | +7.50% | 0.00% | 26:05 | 11:19 | 17:38 | 24:51 | 32:17 | 42:10 | 14:39 | 10:51 |
 | Skull Basher | 31 | 30.10% | 93.3 | 64.52% | +27.02% | -2.02% | -14.52% | -1.84% | 29:52 | 20:37 | 25:55 | 30:04 | 32:43 | 42:19 | 06:48 | 05:02 |
 | Vanguard | 17 | 16.50% | 92.0 | 70.59% | +29.89% | +4.41% | +4.41% | 0.00% | 33:13 | 22:54 | 28:00 | 33:04 | 37:04 | 42:10 | 09:04 | 06:42 |
 | Mjollnir | 14 | 13.59% | 90.7 | 71.43% | +29.86% | -21.43% | +28.57% | 5.03% | 29:51 | 22:00 | 25:04 | 27:40 | 35:01 | 43:13 | 09:57 | 07:22 |
 | Sange and Yasha | 32 | 31.07% | 89.3 | 59.38% | +19.94% | +15.62% | -34.38% | -7.32% | 24:58 | 15:17 | 21:20 | 24:43 | 28:10 | 35:19 | 06:50 | 05:03 |
 | Sange | 39 | 37.86% | 88.0 | 56.41% | +17.35% | +13.59% | -36.41% | -6.79% | 24:46 | 13:56 | 21:20 | 24:19 | 28:42 | 40:17 | 07:22 | 05:27 |
 | Phase Boots | 72 | 69.90% | 86.7 | 51.39% | +19.13% | +4.17% | -12.50% | -6.80% | 07:44 | 04:42 | 06:02 | 07:03 | 08:29 | 18:00 | 02:27 | 01:48 |
 | Chainmail | 75 | 72.82% | 85.3 | 50.67% | +18.53% | +12.49% | -8.56% | -7.47% | 06:57 | 01:11 | 04:50 | 05:46 | 07:39 | 24:56 | 02:49 | 02:05 |
 | Yasha | 38 | 36.89% | 84.0 | 55.26% | +15.26% | -15.26% | -10.82% | 0.85% | 21:05 | 13:31 | 18:13 | 20:29 | 23:26 | 35:15 | 05:13 | 03:51 |
 | Black King Bar | 64 | 62.14% | 82.7 | 50.00% | +11.54% | +12.50% | 0.00% | -2.40% | 23:25 | 15:16 | 19:26 | 21:25 | 24:38 | 50:33 | 05:12 | 03:51 |
 | Boots of Speed | 103 | 100.00% | 81.3 | 45.63% | +45.63% | +4.37% | +4.37% | 0.00% | 03:24 | 01:19 | 02:10 | 03:20 | 04:26 | 06:58 | 02:16 | 01:40 |
 | Quelling Blade | 103 | 100.00% | 80.0 | 45.63% | +45.63% | -7.17% | -7.17% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Lotus Orb | 6 | 5.83% | 78.7 | 83.33% | +40.03% | +16.67% | -83.33% | 0.00% | 32:10 | 24:25 | 28:56 | 31:08 | 32:29 | 44:14 | 03:33 | 02:37 |
 | Magic Wand | 87 | 84.47% | 77.3 | 44.83% | -5.17% | +0.62% | -13.01% | -1.85% | 08:02 | 00:50 | 03:57 | 07:07 | 11:18 | 26:19 | 07:21 | 05:26 |
 | Wind Lace | 35 | 33.98% | 76.0 | 51.43% | +8.78% | -18.10% | +15.24% | 3.53% | 12:43 | -01:24 | 07:38 | 09:27 | 17:04 | 32:29 | 09:26 | 06:59 |
 | Magic Stick | 97 | 94.17% | 74.7 | 43.30% | -40.03% | +15.03% | -1.63% | -4.25% | 03:39 | -01:29 | -01:29 | 02:07 | 05:24 | 21:13 | 06:53 | 05:05 |
 | Ring of Protection | 29 | 28.16% | 73.3 | 51.72% | +8.48% | -23.15% | +19.71% | 11.53% | 07:30 | -01:29 | -01:29 | 03:23 | 05:12 | 45:55 | 06:41 | 04:57 |
 | Maelstrom | 58 | 56.31% | 72.0 | 43.10% | -5.79% | +3.57% | -21.67% | -11.05% | 13:26 | 09:34 | 11:40 | 12:41 | 13:57 | 37:58 | 02:17 | 01:41 |
 | Javelin | 59 | 57.28% | 70.7 | 42.37% | -7.63% | +4.30% | -9.04% | -6.02% | 09:36 | 03:23 | 07:49 | 08:46 | 10:02 | 37:58 | 02:13 | 01:38 |
 | Assault Cuirass | 3 | 2.91% | 69.3 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 42:08 | 36:53 | 36:53 | 43:18 | 46:14 | 46:14 | 09:21 | 06:55 |
 | Eye of Skadi | 3 | 2.91% | 68.0 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 34:55 | 29:23 | 29:23 | 35:00 | 40:22 | 40:22 | 10:59 | 08:08 |
 | Monkey King Bar | 3 | 2.91% | 66.7 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 33:19 | 30:29 | 30:29 | 33:44 | 35:44 | 35:44 | 05:15 | 03:53 |
 | Solar Crest | 7 | 6.80% | 65.3 | 71.43% | +27.68% | +28.57% | -71.43% | -22.64% | 27:38 | 22:56 | 23:59 | 25:07 | 28:24 | 35:47 | 04:25 | 03:16 |
 | Linken's Sphere | 5 | 4.85% | 64.0 | 80.00% | +36.12% | +20.00% | -80.00% | 0.00% | 41:18 | 20:11 | 20:11 | 36:41 | 43:22 | 1:09:54 | 23:11 | 17:10 |
 | Orb of Venom | 25 | 24.27% | 62.7 | 48.00% | +3.13% | -14.67% | -14.67% | 0.00% | 02:48 | -01:29 | 01:14 | 02:26 | 03:20 | 12:03 | 02:06 | 01:33 |
 | Urn of Shadows | 23 | 22.33% | 61.3 | 47.83% | +2.83% | +35.50% | +2.17% | -16.67% | 05:27 | 02:22 | 03:15 | 04:26 | 05:15 | 20:31 | 02:00 | 01:28 |
 | Crown | 33 | 32.04% | 60.0 | 42.42% | -4.72% | -29.92% | +20.08% | 6.10% | 11:06 | 03:19 | 05:59 | 10:23 | 14:11 | 30:00 | 08:12 | 06:04 |
 | Blight Stone | 13 | 12.62% | 58.7 | 53.85% | +9.41% | -20.52% | -53.85% | -2.09% | 14:01 | 00:56 | 04:30 | 16:01 | 20:26 | 31:05 | 15:56 | 11:48 |
 | Medallion of Courage | 8 | 7.77% | 57.3 | 62.50% | +18.29% | +37.50% | -62.50% | -22.56% | 21:58 | 16:01 | 18:50 | 20:26 | 23:16 | 31:05 | 04:26 | 03:17 |
 | Ring of Basilius | 8 | 7.77% | 56.0 | 62.50% | +18.29% | -12.50% | +37.50% | 2.85% | 22:39 | 03:05 | 13:03 | 21:40 | 30:36 | 36:47 | 17:33 | 13:00 |
 | Rod of Atos | 28 | 27.18% | 54.7 | 42.86% | -3.81% | -28.57% | -14.29% | 4.37% | 15:47 | 11:00 | 13:40 | 15:04 | 16:56 | 30:24 | 03:16 | 02:25 |
 | Aghanim's Shard | 26 | 25.24% | 53.3 | 42.31% | -4.44% | -13.74% | +7.69% | 3.25% | 31:16 | 22:09 | 27:39 | 28:58 | 34:15 | 50:52 | 06:36 | 04:53 |
 | Power Treads | 21 | 20.39% | 52.0 | 42.86% | -3.48% | +17.14% | -2.86% | -7.84% | 07:25 | 03:55 | 05:36 | 06:53 | 08:09 | 17:30 | 02:33 | 01:53 |
 | Hood of Defiance | 18 | 17.48% | 50.7 | 44.44% | -1.44% | +15.56% | -44.44% | -7.29% | 18:35 | 11:19 | 13:26 | 17:26 | 21:40 | 29:47 | 08:14 | 06:05 |
 | Vladmir's Offering | 4 | 3.88% | 49.3 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 32:01 | 21:40 | 21:40 | 32:40 | 36:48 | 36:55 | 15:08 | 11:12 |
 | Morbid Mask | 4 | 3.88% | 48.0 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 31:13 | 21:40 | 21:40 | 30:36 | 35:48 | 36:48 | 14:08 | 10:28 |
 | Dagon | 2 | 1.94% | 46.7 | 100.00% | +55.45% | 0.00% | 0.00% | 0.00% | 30:07 | 18:56 | 18:56 | 41:17 | 41:17 | 41:17 | 22:21 | 16:33 |
 | Fluffy Hat | 8 | 7.77% | 45.3 | 50.00% | +4.74% | -50.00% | +50.00% | 44.44% | 03:58 | -01:29 | 02:26 | 04:08 | 04:41 | 08:03 | 02:15 | 01:40 |
 | Wraith Band | 30 | 29.13% | 44.0 | 30.00% | -22.05% | -5.00% | +12.86% | 6.38% | 03:48 | 01:22 | 01:57 | 02:36 | 04:45 | 14:09 | 02:48 | 02:04 |
 | Orb of Corrosion | 6 | 5.83% | 42.7 | 50.00% | +4.64% | -50.00% | -50.00% | 0.00% | 05:19 | 02:56 | 03:15 | 05:06 | 06:31 | 08:57 | 03:16 | 02:25 |
 | Manta Style | 3 | 2.91% | 41.3 | 66.67% | +21.67% | -66.67% | 0.00% | 0.00% | 21:25 | 16:17 | 16:17 | 21:57 | 26:00 | 26:00 | 09:43 | 07:11 |
 | Helm of Iron Will | 3 | 2.91% | 40.0 | 66.67% | +21.67% | -66.67% | 0.00% | 0.00% | 22:12 | 16:50 | 16:50 | 17:03 | 32:42 | 32:42 | 15:52 | 11:45 |
 | Blink Dagger | 3 | 2.91% | 38.7 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 43:09 | 39:39 | 39:39 | 43:16 | 46:31 | 46:31 | 06:52 | 05:05 |
 | Gleipnir | 4 | 3.88% | 37.3 | 50.00% | +4.55% | +50.00% | -50.00% | 0.00% | 19:23 | 16:19 | 16:19 | 16:59 | 19:49 | 24:24 | 03:30 | 02:35 |
 | Mekansm | 1 | 0.97% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.97% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.97% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.97% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.97% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.97% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.97% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 4.85% | 26.7 | 40.00% | -5.92% | +60.00% | -40.00% | 0.00% | 36:00 | 28:03 | 28:03 | 36:42 | 40:01 | 43:46 | 11:58 | 08:51 |
 | Spirit Vessel | 6 | 5.83% | 25.3 | 33.33% | -13.06% | +16.67% | -33.33% | 0.00% | 20:39 | 14:33 | 18:41 | 20:09 | 22:42 | 25:52 | 04:01 | 02:58 |
 | Headdress | 7 | 6.80% | 24.0 | 28.57% | -18.31% | +21.43% | +21.43% | 0.00% | 24:49 | 19:37 | 25:15 | 25:21 | 25:36 | 26:28 | 00:21 | 00:15 |
 | Ghost Scepter | 2 | 1.94% | 22.7 | 50.00% | +4.46% | +50.00% | 0.00% | 0.00% | 45:35 | 23:35 | 23:35 | 1:07:35 | 1:07:35 | 1:07:35 | 44:00 | 32:35 |
 | Swift Blink | 2 | 1.94% | 21.3 | 50.00% | +4.46% | +50.00% | 0.00% | 0.00% | 51:40 | 46:45 | 46:45 | 56:34 | 56:34 | 56:34 | 09:49 | 07:16 |
 | Falcon Blade | 2 | 1.94% | 20.0 | 50.00% | +4.46% | -50.00% | 0.00% | 0.00% | 07:03 | 06:03 | 06:03 | 08:03 | 08:03 | 08:03 | 02:00 | 01:28 |
 | Bracer | 2 | 1.94% | 18.7 | 50.00% | +4.46% | +50.00% | 0.00% | 0.00% | 02:24 | 02:02 | 02:02 | 02:46 | 02:46 | 02:46 | 00:44 | 00:32 |
 | Crimson Guard | 2 | 1.94% | 17.3 | 50.00% | +4.46% | +50.00% | 0.00% | 0.00% | 23:07 | 22:54 | 22:54 | 23:20 | 23:20 | 23:20 | 00:26 | 00:19 |
 | Arcane Boots | 3 | 2.91% | 16.0 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 07:37 | 06:24 | 06:24 | 07:52 | 08:35 | 08:35 | 02:11 | 01:37 |
 | Aghanim's Scepter | 3 | 2.91% | 14.7 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 42:39 | 33:56 | 33:56 | 37:35 | 56:25 | 56:25 | 22:29 | 16:39 |
 | Veil of Discord | 3 | 2.91% | 13.3 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 18:03 | 13:17 | 13:17 | 14:11 | 26:41 | 26:41 | 13:24 | 09:55 |
 | Pipe of Insight | 5 | 4.85% | 12.0 | 20.00% | -26.94% | -20.00% | -20.00% | 0.00% | 28:17 | 26:15 | 26:15 | 28:20 | 29:28 | 30:10 | 03:13 | 02:22 |
 | Force Staff | 2 | 1.94% | 10.7 | 0.00% | -46.53% | 0.00% | 0.00% | 0.00% | 19:23 | 17:28 | 17:28 | 21:17 | 21:17 | 21:17 | 03:49 | 02:49 |
 | Aeon Disk | 1 | 0.97% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.97% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Blade Mail | 2 | 1.94% | 6.7 | 0.00% | -46.53% | 0.00% | 0.00% | 0.00% | 20:19 | 19:02 | 19:02 | 21:36 | 21:36 | 21:36 | 02:34 | 01:54 |
 | Butterfly | 1 | 0.97% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:12 | 44:12 | 44:12 | 44:12 | 44:12 | 44:12 | 00:00 | 00:00 |
 | Crystalys | 2 | 1.94% | 4.0 | 0.00% | -46.53% | 0.00% | 0.00% | 0.00% | 34:02 | 33:32 | 33:32 | 34:32 | 34:32 | 34:32 | 01:00 | 00:44 |
 | Drum of Endurance | 1 | 0.97% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:38 | 14:38 | 14:38 | 14:38 | 14:38 | 14:38 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.97% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |