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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 | 20 | 19.05% | 100.0 | 85.00% | +39.12% | -5.00% | -5.00% | 0.00% | 35:08 | 26:23 | 28:43 | 32:50 | 37:02 | 1:02:49 | 08:19 | 06:09 |
 | Nullifier | 11 | 10.48% | 98.9 | 90.91% | +41.97% | +9.09% | +9.09% | 0.00% | 37:26 | 25:28 | 29:20 | 37:46 | 41:28 | 48:47 | 12:08 | 08:59 |
 | Radiance | 7 | 6.67% | 97.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:24 | 15:55 | 16:13 | 17:28 | 17:34 | 26:55 | 01:21 | 01:00 |
 | Phase Boots | 10 | 9.52% | 96.6 | 90.00% | +40.53% | +10.00% | +10.00% | 0.00% | 07:28 | 04:45 | 06:11 | 06:34 | 07:30 | 15:46 | 01:19 | 00:58 |
 | Abyssal Blade | 9 | 8.57% | 95.4 | 88.89% | +38.89% | +11.11% | -38.89% | -4.52% | 37:50 | 29:40 | 30:35 | 37:28 | 41:39 | 45:33 | 11:04 | 08:11 |
 | Vanguard | 9 | 8.57% | 94.3 | 88.89% | +38.89% | +11.11% | -38.89% | -4.75% | 37:09 | 29:33 | 30:18 | 37:16 | 40:50 | 45:17 | 10:32 | 07:48 |
 | Eye of Skadi | 28 | 26.67% | 93.1 | 67.86% | +19.81% | +17.85% | +17.85% | 0.00% | 33:17 | 26:36 | 29:30 | 31:27 | 34:57 | 60:17 | 05:27 | 04:02 |
 | Aghanim's Scepter | 16 | 15.24% | 92.0 | 75.00% | +25.56% | 0.00% | 0.00% | 0.00% | 26:40 | 20:27 | 24:48 | 27:17 | 28:20 | 32:02 | 03:32 | 02:37 |
 | Desolator | 23 | 21.90% | 90.8 | 69.57% | +20.79% | +13.76% | -19.57% | -4.44% | 23:44 | 14:44 | 18:39 | 21:29 | 26:09 | 45:53 | 07:30 | 05:33 |
 | Orb of Corrosion | 66 | 62.86% | 89.7 | 59.09% | +15.50% | -0.27% | -15.34% | -4.73% | 08:25 | 02:01 | 06:36 | 08:00 | 09:47 | 29:58 | 03:11 | 02:21 |
 | Fluffy Hat | 66 | 62.86% | 88.5 | 59.09% | +15.50% | +5.62% | -9.09% | -5.22% | 07:22 | 00:42 | 05:23 | 07:00 | 08:12 | 29:54 | 02:49 | 02:05 |
 | Refresher Orb | 5 | 4.76% | 87.4 | 100.00% | +49.00% | 0.00% | 0.00% | 0.00% | 47:52 | 43:52 | 43:52 | 47:40 | 49:04 | 51:51 | 05:12 | 03:51 |
 | Orb of Venom | 82 | 78.10% | 86.2 | 57.32% | +18.19% | -4.94% | +7.68% | 6.53% | 01:20 | -01:29 | -01:29 | 00:51 | 03:25 | 08:53 | 04:54 | 03:37 |
 | Chainmail | 13 | 12.38% | 85.1 | 76.92% | +26.92% | +23.08% | -10.25% | -4.48% | 08:27 | 03:58 | 05:07 | 06:48 | 12:33 | 15:35 | 07:26 | 05:30 |
 | Void Stone | 31 | 29.52% | 83.9 | 64.52% | +15.87% | -2.02% | +10.48% | 1.26% | 18:50 | 07:56 | 09:46 | 11:59 | 19:40 | 53:24 | 09:54 | 07:20 |
 | Black King Bar | 74 | 70.48% | 82.8 | 56.76% | +11.60% | +11.66% | -1.20% | -2.06% | 23:47 | 15:07 | 18:51 | 21:37 | 25:05 | 47:01 | 06:14 | 04:37 |
 | Blight Stone | 76 | 72.38% | 81.6 | 55.26% | +6.98% | +2.63% | -7.89% | -2.92% | 08:16 | -01:30 | 05:17 | 06:50 | 08:53 | 29:54 | 03:36 | 02:40 |
 | Boots of Speed | 85 | 80.95% | 80.5 | 54.12% | +4.12% | +3.02% | +7.78% | 2.32% | 04:24 | -01:29 | 02:14 | 02:47 | 04:17 | 32:22 | 02:03 | 01:31 |
 | Magic Stick | 92 | 87.62% | 79.3 | 53.26% | -0.59% | +3.26% | -5.43% | -4.53% | 01:55 | -01:29 | -01:29 | 00:37 | 03:24 | 21:15 | 04:53 | 03:37 |
 | Quelling Blade | 68 | 64.76% | 78.2 | 54.41% | +3.06% | +10.30% | -1.47% | 0.00% | -00:41 | -01:30 | -01:29 | -01:29 | -01:29 | 46:00 | 00:00 | 00:00 |
 | Magic Wand | 85 | 80.95% | 77.0 | 52.94% | -2.06% | -0.56% | -5.32% | -0.98% | 07:41 | -01:29 | 04:30 | 06:56 | 09:21 | 22:07 | 04:51 | 03:35 |
 | Helm of Iron Will | 14 | 13.33% | 75.9 | 71.43% | +20.88% | -21.43% | +28.57% | 3.25% | 34:32 | 21:30 | 25:50 | 34:44 | 41:12 | 47:17 | 15:22 | 11:22 |
 | Ring of Health | 30 | 28.57% | 74.7 | 60.00% | +9.33% | +15.00% | +11.43% | -0.16% | 20:29 | 06:19 | 09:53 | 14:03 | 32:22 | 51:43 | 22:29 | 16:39 |
 | Power Treads | 66 | 62.86% | 73.6 | 48.48% | -13.06% | +16.23% | -10.98% | -16.16% | 07:06 | 03:57 | 05:37 | 06:16 | 07:18 | 24:35 | 01:41 | 01:14 |
 | Echo Sabre | 36 | 34.29% | 72.4 | 52.78% | -0.84% | -8.34% | -30.56% | -9.07% | 13:49 | 09:13 | 12:02 | 12:30 | 14:29 | 25:30 | 02:27 | 01:48 |
 | Wraith Band | 51 | 48.57% | 71.3 | 49.02% | -8.39% | +20.21% | -2.87% | -8.19% | 04:44 | -01:29 | 01:44 | 02:23 | 04:33 | 35:58 | 02:49 | 02:05 |
 | Monkey King Bar | 8 | 7.62% | 70.1 | 75.00% | +23.45% | -25.00% | -25.00% | 0.00% | 36:17 | 24:16 | 33:13 | 34:22 | 39:28 | 48:01 | 06:15 | 04:37 |
 | Harpoon | 8 | 7.62% | 69.0 | 75.00% | +23.45% | -25.00% | -25.00% | 0.00% | 33:29 | 20:42 | 23:40 | 25:29 | 44:19 | 49:31 | 20:39 | 15:17 |
 | Diadem | 8 | 7.62% | 67.8 | 75.00% | +23.45% | -25.00% | -25.00% | 0.00% | 32:44 | 18:37 | 22:46 | 25:01 | 44:00 | 49:01 | 21:14 | 15:43 |
 | Crystalys | 11 | 10.48% | 66.7 | 63.64% | +11.51% | -30.31% | +36.36% | 12.50% | 30:47 | 25:25 | 26:49 | 30:11 | 32:09 | 39:55 | 05:20 | 03:57 |
 | Aghanim's Blessing | 3 | 2.86% | 65.5 | 100.00% | +48.04% | 0.00% | 0.00% | 0.00% | 51:07 | 48:15 | 48:15 | 52:23 | 52:43 | 52:43 | 04:28 | 03:18 |
 | Daedalus | 7 | 6.67% | 64.4 | 71.43% | +19.39% | +28.57% | -21.43% | -10.79% | 35:48 | 29:22 | 32:15 | 36:23 | 36:53 | 44:52 | 04:38 | 03:25 |
 | Battle Fury | 19 | 18.10% | 63.2 | 52.63% | -0.86% | +7.37% | -12.63% | -11.43% | 14:34 | 11:10 | 13:40 | 14:25 | 15:25 | 18:10 | 01:45 | 01:17 |
 | Mage Slayer | 12 | 11.43% | 62.1 | 58.33% | +5.64% | +8.34% | -25.00% | -2.61% | 27:18 | 15:00 | 17:16 | 24:56 | 30:01 | 43:30 | 12:45 | 09:26 |
 | Mjollnir | 10 | 9.52% | 60.9 | 60.00% | +7.37% | +6.67% | +40.00% | 6.47% | 29:03 | 23:10 | 26:54 | 27:26 | 32:03 | 33:48 | 05:09 | 03:48 |
 | Javelin | 24 | 22.86% | 59.8 | 45.83% | -9.73% | -12.50% | +4.17% | 0.96% | 22:52 | 08:26 | 13:30 | 18:49 | 30:56 | 47:59 | 17:26 | 12:54 |
 | Orchid Malevolence | 8 | 7.62% | 58.6 | 62.50% | +9.92% | -12.50% | +37.50% | 2.35% | 28:34 | 17:10 | 17:38 | 19:17 | 38:53 | 40:30 | 21:15 | 15:44 |
 | Diffusal Blade | 18 | 17.14% | 57.5 | 44.44% | -10.73% | -44.44% | +5.56% | 12.66% | 18:53 | 11:52 | 17:02 | 18:12 | 20:59 | 27:12 | 03:57 | 02:55 |
 | Yasha | 4 | 3.81% | 56.3 | 75.00% | +22.52% | +25.00% | -75.00% | 0.00% | 19:48 | 13:21 | 13:21 | 14:42 | 25:27 | 25:41 | 12:06 | 08:57 |
 | Drum of Endurance | 2 | 1.90% | 55.2 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 23:01 | 20:59 | 20:59 | 25:02 | 25:02 | 25:02 | 04:03 | 03:00 |
 | Tranquil Boots | 2 | 1.90% | 54.0 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 29:18 | 25:59 | 25:59 | 32:36 | 32:36 | 32:36 | 06:37 | 04:54 |
 | Lotus Orb | 2 | 1.90% | 52.9 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 30:24 | 28:13 | 28:13 | 32:35 | 32:35 | 32:35 | 04:22 | 03:14 |
 | Arcane Blink | 2 | 1.90% | 51.7 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 46:59 | 43:33 | 43:33 | 50:25 | 50:25 | 50:25 | 06:52 | 05:05 |
 | Blink Dagger | 2 | 1.90% | 50.6 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 46:23 | 43:21 | 43:21 | 49:25 | 49:25 | 49:25 | 06:04 | 04:29 |
 | Bottle | 2 | 1.90% | 49.4 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 27:37 | 10:39 | 10:39 | 44:35 | 44:35 | 44:35 | 33:56 | 25:08 |
 | Manta Style | 2 | 1.90% | 48.3 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 18:42 | 17:25 | 17:25 | 19:58 | 19:58 | 19:58 | 02:33 | 01:53 |
 | Morbid Mask | 8 | 7.62% | 47.1 | 50.00% | -3.61% | 0.00% | 0.00% | 0.00% | 36:51 | 23:20 | 31:28 | 36:17 | 39:30 | 48:23 | 08:02 | 05:57 |
 | Crown | 8 | 7.62% | 46.0 | 50.00% | -3.61% | +50.00% | 0.00% | -17.24% | 15:00 | 09:26 | 13:00 | 14:55 | 15:54 | 19:19 | 02:54 | 02:08 |
 | Sange | 8 | 7.62% | 44.8 | 50.00% | -3.61% | 0.00% | -50.00% | -9.97% | 29:29 | 22:32 | 23:18 | 26:51 | 28:19 | 43:38 | 05:01 | 03:42 |
 | Aghanim's Shard | 5 | 4.76% | 43.7 | 60.00% | +7.00% | +40.00% | -60.00% | 0.00% | 38:08 | 22:09 | 22:09 | 41:14 | 46:52 | 48:15 | 24:43 | 18:18 |
 | Wind Lace | 12 | 11.43% | 42.5 | 41.67% | -13.17% | +25.00% | +58.33% | 2.68% | 13:05 | 03:16 | 04:37 | 12:37 | 17:03 | 32:18 | 12:26 | 09:12 |
 | Maelstrom | 18 | 17.14% | 41.4 | 33.33% | -24.14% | -13.33% | -8.33% | 0.60% | 20:27 | 11:15 | 14:51 | 17:27 | 23:14 | 46:19 | 08:23 | 06:12 |
 | Vladmir's Offering | 6 | 5.71% | 40.2 | 50.00% | -3.54% | 0.00% | -50.00% | 0.00% | 35:15 | 23:48 | 32:39 | 33:09 | 37:14 | 48:23 | 04:35 | 03:23 |
 | Heaven's Halberd | 6 | 5.71% | 39.1 | 50.00% | -3.54% | +50.00% | -50.00% | 0.00% | 33:27 | 25:26 | 28:36 | 29:56 | 39:52 | 44:27 | 11:16 | 08:20 |
 | Satanic | 3 | 2.86% | 37.9 | 66.67% | +13.73% | -66.67% | 0.00% | 0.00% | 40:59 | 38:49 | 38:49 | 39:47 | 44:20 | 44:20 | 05:31 | 04:05 |
 | Butterfly | 3 | 2.86% | 36.8 | 66.67% | +13.73% | +33.33% | 0.00% | 0.00% | 43:28 | 40:04 | 40:04 | 42:13 | 48:07 | 48:07 | 08:03 | 05:57 |
 | Assault Cuirass | 3 | 2.86% | 35.6 | 66.67% | +13.73% | -66.67% | 0.00% | 0.00% | 42:06 | 31:02 | 31:02 | 38:56 | 56:20 | 56:20 | 25:18 | 18:44 |
 | Meteor Hammer | 3 | 2.86% | 34.5 | 66.67% | +13.73% | -66.67% | 0.00% | 0.00% | 17:34 | 16:00 | 16:00 | 17:03 | 19:40 | 19:40 | 03:40 | 02:42 |
 | Wraith Pact | 3 | 2.86% | 33.3 | 66.67% | +13.73% | +33.33% | 0.00% | 0.00% | 36:08 | 31:03 | 31:03 | 38:25 | 38:57 | 38:57 | 07:54 | 05:51 |
 | Buckler | 7 | 6.67% | 32.2 | 42.86% | -11.22% | +7.14% | +7.14% | 0.00% | 32:14 | 18:18 | 25:33 | 33:09 | 36:03 | 48:23 | 10:30 | 07:46 |
 | Bloodthorn | 4 | 3.81% | 31.0 | 50.00% | -3.47% | +50.00% | -50.00% | 0.00% | 41:57 | 39:46 | 39:46 | 40:31 | 43:25 | 44:06 | 03:39 | 02:42 |
 | Ring of Protection | 9 | 8.57% | 29.9 | 33.33% | -21.88% | -33.33% | +66.67% | 4.08% | 22:31 | 07:28 | 08:40 | 25:33 | 33:09 | 36:17 | 24:29 | 18:08 |
 | Silver Edge | 1 | 0.95% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.95% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.95% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.95% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.95% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 4.76% | 23.0 | 40.00% | -14.00% | +60.00% | -40.00% | 0.00% | 28:23 | 11:31 | 11:31 | 25:34 | 33:09 | 48:23 | 21:38 | 16:01 |
 | Force Staff | 2 | 1.90% | 21.8 | 50.00% | -3.40% | -50.00% | 0.00% | 0.00% | 29:52 | 21:51 | 21:51 | 37:53 | 37:53 | 37:53 | 16:02 | 11:52 |
 | Sange and Yasha | 2 | 1.90% | 20.7 | 50.00% | -3.40% | -50.00% | 0.00% | 0.00% | 26:57 | 26:01 | 26:01 | 27:52 | 27:52 | 27:52 | 01:51 | 01:22 |
 | Eul's Scepter of Divinity | 2 | 1.90% | 19.5 | 50.00% | -3.40% | -50.00% | 0.00% | 0.00% | 21:37 | 18:31 | 18:31 | 24:43 | 24:43 | 24:43 | 06:12 | 04:35 |
 | Rod of Atos | 2 | 1.90% | 18.4 | 50.00% | -3.40% | +50.00% | 0.00% | 0.00% | 20:55 | 19:57 | 19:57 | 21:52 | 21:52 | 21:52 | 01:55 | 01:25 |
 | Shadow Blade | 2 | 1.90% | 17.2 | 50.00% | -3.40% | +50.00% | 0.00% | 0.00% | 39:05 | 22:10 | 22:10 | 56:00 | 56:00 | 56:00 | 33:50 | 25:03 |
 | Medallion of Courage | 3 | 2.86% | 16.1 | 33.33% | -20.59% | -33.33% | 0.00% | 0.00% | 14:45 | 13:08 | 13:08 | 14:33 | 16:35 | 16:35 | 03:27 | 02:33 |
 | Cornucopia | 6 | 5.71% | 14.9 | 16.67% | -38.89% | -16.67% | -16.67% | 0.00% | 19:47 | 07:23 | 11:18 | 12:48 | 36:24 | 36:34 | 25:06 | 18:35 |
 | Ghost Scepter | 1 | 0.95% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.90% | 12.6 | 0.00% | -54.37% | 0.00% | 0.00% | 0.00% | 21:48 | 21:44 | 21:44 | 21:52 | 21:52 | 21:52 | 00:08 | 00:05 |
 | Hand of Midas | 1 | 0.95% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.95% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.95% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 1.90% | 8.0 | 0.00% | -54.37% | 0.00% | 0.00% | 0.00% | 25:47 | 24:29 | 24:29 | 27:04 | 27:04 | 27:04 | 02:35 | 01:54 |
 | Urn of Shadows | 2 | 1.90% | 6.9 | 0.00% | -54.37% | 0.00% | 0.00% | 0.00% | 09:53 | 09:31 | 09:31 | 10:14 | 10:14 | 10:14 | 00:43 | 00:31 |
 | Headdress | 2 | 1.90% | 5.7 | 0.00% | -54.37% | 0.00% | 0.00% | 0.00% | 18:54 | 18:11 | 18:11 | 19:37 | 19:37 | 19:37 | 01:26 | 01:03 |
 | Scythe of Vyse | 1 | 0.95% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.95% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 1.90% | 2.3 | 0.00% | -54.37% | 0.00% | 0.00% | 0.00% | 17:18 | 16:51 | 16:51 | 17:45 | 17:45 | 17:45 | 00:54 | 00:40 |
 | Gleipnir | 1 | 0.95% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |