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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 | |
 | Assault Cuirass | 22 | 22.68% | 100.0 | 86.36% | +31.69% | +13.64% | -6.36% | -3.04% | 31:09 | 20:10 | 26:44 | 29:31 | 33:19 | 58:07 | 06:35 | 04:52 |
 | Wraith Band | 28 | 28.87% | 98.8 | 78.57% | +23.50% | +7.14% | -7.14% | -4.49% | 03:21 | -01:29 | 01:36 | 03:21 | 04:47 | 11:26 | 03:11 | 02:21 |
 | Boots of Speed | 79 | 81.44% | 97.6 | 65.82% | +21.38% | +19.18% | +19.18% | 0.00% | 07:31 | 01:48 | 03:51 | 05:39 | 10:25 | 21:05 | 06:34 | 04:51 |
 | Morbid Mask | 43 | 44.33% | 96.5 | 69.77% | +14.21% | +12.05% | +2.96% | -1.51% | 14:29 | 08:49 | 11:18 | 13:36 | 17:19 | 24:05 | 06:01 | 04:27 |
 | Vladmir's Offering | 40 | 41.24% | 95.3 | 70.00% | +13.86% | +10.00% | 0.00% | -1.43% | 15:41 | 10:08 | 12:02 | 14:31 | 19:02 | 24:28 | 07:00 | 05:11 |
 | Headdress | 32 | 32.99% | 94.1 | 71.88% | +14.96% | -9.38% | -9.38% | 0.00% | 17:17 | 08:20 | 12:48 | 18:04 | 20:11 | 28:41 | 07:23 | 05:28 |
 | Ring of Protection | 57 | 58.76% | 92.9 | 66.67% | +11.67% | +4.76% | -2.38% | -2.23% | 07:58 | -11:40 | 06:28 | 08:24 | 09:40 | 21:10 | 03:12 | 02:22 |
 | Ring of Basilius | 53 | 54.64% | 91.8 | 66.04% | +9.22% | +3.19% | -4.50% | -1.71% | 08:55 | 01:39 | 06:04 | 08:44 | 10:34 | 22:29 | 04:30 | 03:20 |
 | Arcane Boots | 35 | 36.08% | 90.6 | 68.57% | +10.51% | +9.21% | +9.21% | 0.00% | 06:48 | 04:40 | 05:44 | 06:39 | 07:23 | 09:50 | 01:39 | 01:13 |
 | Magic Stick | 25 | 25.77% | 89.4 | 72.00% | +13.67% | -22.00% | +11.33% | 33.33% | -00:07 | -01:29 | -01:29 | -01:29 | 00:02 | 07:31 | 01:31 | 01:07 |
 | Wraith Pact | 37 | 38.14% | 88.2 | 67.57% | +9.24% | +21.32% | -0.90% | -3.34% | 18:31 | 12:51 | 14:40 | 17:27 | 21:19 | 28:18 | 06:39 | 04:55 |
 | Buckler | 39 | 40.21% | 87.1 | 66.67% | +8.05% | +13.33% | +13.33% | 0.00% | 13:49 | 06:53 | 09:41 | 11:39 | 17:20 | 36:05 | 07:39 | 05:40 |
 | Black King Bar | 57 | 58.76% | 85.9 | 63.16% | +3.16% | +15.41% | +8.27% | -0.84% | 25:06 | 16:27 | 19:38 | 23:34 | 28:10 | 1:03:04 | 08:32 | 06:19 |
 | Soul Ring | 76 | 78.35% | 84.7 | 60.53% | -6.14% | +7.89% | +2.63% | -1.18% | 04:44 | 01:27 | 02:30 | 03:08 | 06:58 | 18:30 | 04:28 | 03:18 |
 | Wind Lace | 21 | 21.65% | 83.5 | 71.43% | +12.22% | +8.57% | -11.43% | -1.23% | 12:38 | -01:29 | 03:53 | 13:34 | 20:07 | 29:39 | 16:14 | 12:01 |
 | Scythe of Vyse | 21 | 21.65% | 82.4 | 71.43% | +12.22% | +8.57% | -11.43% | -2.77% | 32:27 | 22:48 | 29:18 | 30:56 | 36:31 | 41:48 | 07:13 | 05:20 |
 | Quelling Blade | 74 | 76.29% | 81.2 | 59.46% | -10.11% | -12.09% | +12.76% | 24.85% | -01:14 | -13:00 | -01:29 | -01:29 | -01:28 | 12:45 | 00:01 | 00:00 |
 | Phase Boots | 8 | 8.25% | 80.0 | 87.50% | +27.95% | -37.50% | +12.50% | 8.38% | 13:01 | 05:07 | 08:52 | 14:06 | 14:50 | 17:23 | 05:58 | 04:25 |
 | Hood of Defiance | 25 | 25.77% | 78.8 | 68.00% | +8.28% | -1.33% | -1.33% | 0.00% | 15:43 | 10:41 | 11:40 | 16:18 | 18:31 | 22:49 | 06:51 | 05:04 |
 | Pipe of Insight | 25 | 25.77% | 77.6 | 68.00% | +8.28% | -1.33% | -1.33% | 0.00% | 19:12 | 13:56 | 16:01 | 18:57 | 21:34 | 24:53 | 05:33 | 04:06 |
 | Ring of Health | 29 | 29.90% | 76.5 | 65.52% | +5.23% | +5.91% | -8.38% | -1.81% | 17:25 | 08:51 | 11:34 | 16:24 | 19:27 | 55:10 | 07:53 | 05:50 |
 | Diffusal Blade | 22 | 22.68% | 75.3 | 68.18% | +8.18% | +15.15% | -28.18% | -14.52% | 13:02 | 10:02 | 11:15 | 12:03 | 14:14 | 23:30 | 02:59 | 02:12 |
 | Chainmail | 36 | 37.11% | 74.1 | 61.11% | -1.19% | -16.67% | +5.56% | 1.71% | 12:39 | 04:03 | 05:42 | 09:24 | 18:40 | 26:47 | 12:58 | 09:36 |
 | Blight Stone | 38 | 39.18% | 72.9 | 57.89% | -6.52% | +12.11% | +8.78% | -1.06% | 05:21 | -01:29 | 03:19 | 04:13 | 06:28 | 22:41 | 03:09 | 02:20 |
 | Power Treads | 36 | 37.11% | 71.8 | 58.33% | -5.60% | -2.77% | +8.34% | 1.46% | 14:09 | 03:48 | 09:27 | 13:12 | 17:04 | 34:43 | 07:37 | 05:38 |
 | Void Stone | 30 | 30.93% | 70.6 | 60.00% | -2.69% | +2.50% | -17.14% | -2.87% | 28:58 | 09:15 | 26:35 | 29:51 | 33:26 | 40:14 | 06:51 | 05:04 |
 | Medallion of Courage | 33 | 34.02% | 69.4 | 57.58% | -6.48% | +4.92% | -7.58% | -2.83% | 10:03 | 04:03 | 06:39 | 09:40 | 11:04 | 22:41 | 04:25 | 03:16 |
 | Echo Sabre | 4 | 4.12% | 68.2 | 100.00% | +39.78% | 0.00% | 0.00% | 0.00% | 13:20 | 12:50 | 12:50 | 12:56 | 13:39 | 13:55 | 00:49 | 00:36 |
 | Magic Wand | 27 | 27.84% | 67.1 | 59.26% | -3.60% | +12.17% | +12.17% | 0.00% | 02:52 | -01:30 | -01:29 | 01:40 | 05:08 | 21:49 | 06:37 | 04:54 |
 | Crystalys | 6 | 6.19% | 65.9 | 83.33% | +22.89% | +16.67% | +16.67% | 0.00% | 33:41 | 22:40 | 28:54 | 33:56 | 35:09 | 46:53 | 06:15 | 04:37 |
 | Desolator | 8 | 8.25% | 64.7 | 75.00% | +14.33% | +25.00% | +25.00% | 0.00% | 16:21 | 09:52 | 09:52 | 13:41 | 20:26 | 27:30 | 10:34 | 07:49 |
 | Hand of Midas | 17 | 17.53% | 63.5 | 58.82% | -3.68% | +41.18% | +16.18% | -12.40% | 09:12 | 07:09 | 07:29 | 08:37 | 09:30 | 16:53 | 02:01 | 01:29 |
 | Ring of Aquila | 9 | 9.28% | 62.4 | 66.67% | +5.31% | -16.67% | +33.33% | 18.18% | 07:42 | 03:41 | 06:08 | 07:44 | 08:53 | 11:26 | 02:45 | 02:02 |
 | Solar Crest | 16 | 16.49% | 61.2 | 56.25% | -6.71% | +18.75% | -31.25% | -7.14% | 25:12 | 12:38 | 20:37 | 23:16 | 27:37 | 40:51 | 07:00 | 05:11 |
 | Bloodthorn | 3 | 3.09% | 60.0 | 100.00% | +39.36% | 0.00% | 0.00% | 0.00% | 34:59 | 34:34 | 34:34 | 34:42 | 35:42 | 35:42 | 01:08 | 00:50 |
 | Helm of Iron Will | 3 | 3.09% | 58.8 | 100.00% | +39.36% | 0.00% | 0.00% | 0.00% | 31:49 | 24:07 | 24:07 | 34:17 | 37:04 | 37:04 | 12:57 | 09:35 |
 | Sange | 7 | 7.22% | 57.6 | 71.43% | +10.32% | +28.57% | -21.43% | -8.93% | 27:21 | 21:48 | 22:49 | 25:04 | 28:25 | 36:49 | 05:36 | 04:08 |
 | Butterfly | 5 | 5.15% | 56.5 | 80.00% | +19.13% | +20.00% | +20.00% | 0.00% | 30:43 | 21:21 | 21:21 | 29:13 | 32:03 | 42:05 | 10:42 | 07:55 |
 | Mask of Madness | 5 | 5.15% | 55.3 | 80.00% | +19.13% | +20.00% | +20.00% | 0.00% | 15:23 | 11:37 | 11:37 | 15:09 | 18:14 | 19:22 | 06:37 | 04:54 |
 | Orchid Malevolence | 12 | 12.37% | 54.1 | 58.33% | -4.02% | +41.67% | -25.00% | -3.32% | 27:22 | 12:05 | 14:11 | 19:10 | 34:15 | 1:02:29 | 20:04 | 14:51 |
 | Aghanim's Scepter | 21 | 21.65% | 52.9 | 47.62% | -18.17% | -7.62% | +12.38% | 1.50% | 23:01 | 13:30 | 14:09 | 22:25 | 27:31 | 50:11 | 13:22 | 09:54 |
 | Stout Shield | 8 | 8.25% | 51.8 | 62.50% | +0.70% | -12.50% | +37.50% | 50.00% | -11:06 | -13:00 | -12:59 | -11:18 | -10:20 | -07:24 | 02:39 | 01:57 |
 | Orb of Venom | 11 | 11.34% | 50.6 | 54.55% | -8.24% | +12.12% | +12.12% | 0.00% | 04:35 | -01:29 | -01:29 | 02:01 | 03:00 | 26:36 | 04:29 | 03:19 |
 | Poor Man's Shield | 6 | 6.19% | 49.4 | 66.67% | +5.13% | -66.67% | +33.33% | 0.00% | -07:00 | -11:18 | -11:14 | -10:20 | 00:19 | 00:40 | 11:33 | 08:33 |
 | Blink Dagger | 6 | 6.19% | 48.2 | 66.67% | +5.13% | -16.67% | -66.67% | 0.00% | 36:00 | 14:39 | 25:53 | 31:15 | 45:34 | 57:42 | 19:41 | 14:34 |
 | Falcon Blade | 9 | 9.28% | 47.1 | 55.56% | -6.94% | -5.56% | -5.56% | 0.00% | 05:56 | 04:42 | 05:24 | 05:51 | 06:37 | 07:11 | 01:13 | 00:54 |
 | Javelin | 9 | 9.28% | 45.9 | 55.56% | -6.94% | -5.56% | +44.44% | 2.79% | 38:09 | 23:21 | 24:17 | 39:43 | 42:11 | 56:36 | 17:54 | 13:15 |
 | Yasha | 9 | 9.28% | 44.7 | 55.56% | -6.94% | +44.44% | -55.56% | -8.04% | 22:40 | 11:45 | 14:32 | 19:56 | 26:58 | 44:19 | 12:26 | 09:12 |
 | Boots of Travel 2 | 2 | 2.06% | 43.5 | 100.00% | +38.95% | 0.00% | 0.00% | 0.00% | 1:03:07 | 1:01:32 | 1:01:32 | 1:04:41 | 1:04:41 | 1:04:41 | 03:09 | 02:20 |
 | Nullifier | 2 | 2.06% | 42.4 | 100.00% | +38.95% | 0.00% | 0.00% | 0.00% | 33:22 | 27:25 | 27:25 | 39:19 | 39:19 | 39:19 | 11:54 | 08:48 |
 | Aether Lens | 2 | 2.06% | 41.2 | 100.00% | +38.95% | 0.00% | 0.00% | 0.00% | 39:58 | 31:13 | 31:13 | 48:42 | 48:42 | 48:42 | 17:29 | 12:57 |
 | Monkey King Bar | 7 | 7.22% | 40.0 | 57.14% | -5.08% | -7.14% | -7.14% | 0.00% | 36:29 | 24:06 | 24:45 | 38:32 | 42:30 | 47:35 | 17:45 | 13:08 |
 | Heaven's Halberd | 5 | 5.15% | 38.8 | 60.00% | -1.96% | +40.00% | +40.00% | 0.00% | 31:25 | 25:45 | 25:45 | 31:08 | 35:33 | 37:04 | 09:48 | 07:15 |
 | Manta Style | 5 | 5.15% | 37.6 | 60.00% | -1.96% | +40.00% | -60.00% | 0.00% | 24:19 | 15:19 | 15:19 | 21:51 | 31:17 | 32:18 | 15:58 | 11:49 |
 | Fluffy Hat | 14 | 14.43% | 36.5 | 35.71% | -30.56% | -35.71% | -2.38% | 13.24% | 05:42 | 01:46 | 02:47 | 03:50 | 05:18 | 29:41 | 02:31 | 01:51 |
 | Skull Basher | 3 | 3.09% | 35.3 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 41:45 | 24:16 | 24:16 | 44:22 | 56:37 | 56:37 | 32:21 | 23:57 |
 | Radiance | 3 | 3.09% | 34.1 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 19:11 | 13:35 | 13:35 | 19:35 | 24:23 | 24:23 | 10:48 | 08:00 |
 | Aghanim's Shard | 3 | 3.09% | 32.9 | 66.67% | +4.97% | +33.33% | 0.00% | 0.00% | 30:29 | 26:37 | 26:37 | 30:31 | 34:18 | 34:18 | 07:41 | 05:41 |
 | Lotus Orb | 4 | 4.12% | 31.8 | 50.00% | -12.37% | -50.00% | -50.00% | 0.00% | 32:30 | 29:35 | 29:35 | 30:57 | 33:26 | 36:02 | 03:51 | 02:51 |
 | Mekansm | 4 | 4.12% | 30.6 | 50.00% | -12.37% | +50.00% | +50.00% | 0.00% | 25:07 | 18:52 | 18:52 | 24:32 | 28:05 | 28:57 | 09:13 | 06:49 |
 | Moon Shard | 1 | 1.03% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:44 | 49:44 | 49:44 | 49:44 | 49:44 | 49:44 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.03% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.03% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.03% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.03% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.03% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.03% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.03% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 5.15% | 20.0 | 40.00% | -23.04% | -40.00% | -40.00% | 0.00% | 36:25 | 27:20 | 27:20 | 30:12 | 41:21 | 53:29 | 14:01 | 10:22 |
 | Sange and Yasha | 2 | 2.06% | 18.8 | 50.00% | -12.11% | -50.00% | 0.00% | 0.00% | 24:30 | 23:55 | 23:55 | 25:04 | 25:04 | 25:04 | 01:09 | 00:51 |
 | Bracer | 2 | 2.06% | 17.6 | 50.00% | -12.11% | +50.00% | 0.00% | 0.00% | 02:15 | 02:00 | 02:00 | 02:29 | 02:29 | 02:29 | 00:29 | 00:21 |
 | Aeon Disk | 2 | 2.06% | 16.5 | 50.00% | -12.11% | +50.00% | 0.00% | 0.00% | 43:06 | 37:48 | 37:48 | 48:23 | 48:23 | 48:23 | 10:35 | 07:50 |
 | Eye of Skadi | 2 | 2.06% | 15.3 | 50.00% | -12.11% | +50.00% | 0.00% | 0.00% | 34:08 | 28:03 | 28:03 | 40:13 | 40:13 | 40:13 | 12:10 | 09:00 |
 | Guardian Greaves | 2 | 2.06% | 14.1 | 50.00% | -12.11% | -50.00% | 0.00% | 0.00% | 30:11 | 26:01 | 26:01 | 34:21 | 34:21 | 34:21 | 08:20 | 06:10 |
 | Mjollnir | 1 | 1.03% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.03% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.03% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.03% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.03% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:38 | 57:38 | 57:38 | 57:38 | 57:38 | 57:38 | 00:00 | 00:00 |
 | Orb of Corrosion | 3 | 3.09% | 7.1 | 0.00% | -63.83% | 0.00% | 0.00% | 0.00% | 06:36 | 03:00 | 03:00 | 04:56 | 11:53 | 11:53 | 08:53 | 06:34 |
 | Dagon | 1 | 1.03% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.03% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.03% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.03% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.03% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |