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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 | |
 | Ring of Basilius | 17 | 19.32% | 100.0 | 82.35% | +47.14% | -7.35% | -7.35% | 0.00% | 21:09 | 02:15 | 08:20 | 22:20 | 26:19 | 48:10 | 17:59 | 13:19 |
 | Ring of Protection | 39 | 44.32% | 98.6 | 64.10% | +35.53% | +15.90% | -4.10% | -1.20% | 14:57 | -13:44 | 07:16 | 15:35 | 23:56 | 38:38 | 16:40 | 12:20 |
 | Ring of Health | 12 | 13.64% | 97.1 | 75.00% | +35.53% | -8.33% | -8.33% | 0.00% | 26:20 | 05:10 | 06:10 | 21:34 | 35:03 | 1:05:15 | 28:53 | 21:23 |
 | Skull Basher | 30 | 34.09% | 95.7 | 60.00% | +23.79% | +15.00% | -17.14% | -3.04% | 31:36 | 18:53 | 24:37 | 32:06 | 35:11 | 54:51 | 10:34 | 07:49 |
 | Tranquil Boots | 19 | 21.59% | 94.3 | 63.16% | +24.03% | -3.16% | +36.84% | 2.95% | 14:48 | 03:30 | 08:01 | 12:18 | 21:34 | 29:34 | 13:33 | 10:02 |
 | Assault Cuirass | 37 | 42.05% | 92.9 | 54.05% | +16.80% | +1.51% | +1.51% | 0.00% | 31:27 | 22:26 | 27:30 | 29:54 | 34:10 | 47:29 | 06:40 | 04:56 |
 | Vladmir's Offering | 14 | 15.91% | 91.4 | 64.29% | +23.75% | -14.29% | -30.96% | -1.71% | 28:27 | 15:35 | 23:23 | 25:34 | 33:09 | 50:03 | 09:46 | 07:14 |
 | Boots of Speed | 87 | 98.86% | 90.0 | 43.68% | -56.32% | -7.32% | +6.32% | 4.38% | 05:13 | 01:15 | 02:42 | 04:10 | 05:49 | 23:54 | 03:07 | 02:18 |
 | Radiance | 48 | 54.55% | 88.6 | 45.83% | +3.33% | +20.84% | -20.83% | -10.25% | 19:00 | 12:52 | 16:54 | 18:39 | 20:58 | 30:24 | 04:04 | 03:00 |
 | Refresher Orb | 3 | 3.41% | 87.1 | 100.00% | +57.65% | 0.00% | 0.00% | 0.00% | 60:31 | 56:56 | 56:56 | 59:23 | 1:05:15 | 1:05:15 | 08:19 | 06:09 |
 | Void Stone | 3 | 3.41% | 85.7 | 100.00% | +57.65% | 0.00% | 0.00% | 0.00% | 59:30 | 54:02 | 54:02 | 59:14 | 1:05:15 | 1:05:15 | 11:13 | 08:18 |
 | Magic Wand | 9 | 10.23% | 84.3 | 66.67% | +24.90% | -16.67% | +33.33% | 2.49% | 14:57 | 02:02 | 02:13 | 16:21 | 22:16 | 25:49 | 20:03 | 14:51 |
 | Hood of Defiance | 7 | 7.95% | 82.9 | 71.43% | +29.45% | +28.57% | +28.57% | 0.00% | 33:14 | 20:32 | 21:09 | 29:54 | 33:41 | 1:05:46 | 12:32 | 09:17 |
 | Orb of Venom | 43 | 48.86% | 81.4 | 44.19% | -0.25% | -7.83% | +1.26% | 2.25% | 02:52 | -13:44 | 00:53 | 01:48 | 04:55 | 22:53 | 04:02 | 02:59 |
 | Chainmail | 43 | 48.86% | 80.0 | 44.19% | -0.25% | +1.26% | +1.26% | 0.00% | 14:14 | 03:00 | 06:00 | 07:28 | 24:21 | 37:51 | 18:21 | 13:35 |
 | Aghanim's Shard | 27 | 30.68% | 78.6 | 48.15% | +5.53% | +8.99% | -5.29% | -6.35% | 20:07 | 16:22 | 18:13 | 19:37 | 20:28 | 27:11 | 02:15 | 01:40 |
 | Orb of Corrosion | 5 | 5.68% | 77.1 | 80.00% | +37.83% | +20.00% | +20.00% | 0.00% | 04:05 | 01:50 | 01:50 | 03:36 | 04:14 | 07:13 | 02:24 | 01:46 |
 | Fluffy Hat | 5 | 5.68% | 75.7 | 80.00% | +37.83% | +20.00% | +20.00% | 0.00% | 03:24 | 00:58 | 00:58 | 03:01 | 03:29 | 06:39 | 02:31 | 01:51 |
 | Stout Shield | 33 | 37.50% | 74.3 | 45.45% | +1.81% | -7.95% | +4.55% | 12.50% | -09:24 | -13:44 | -12:30 | -10:55 | -10:16 | 04:11 | 02:14 | 01:39 |
 | Buckler | 12 | 13.64% | 72.9 | 58.33% | +16.22% | +8.34% | +8.34% | 0.00% | 26:08 | 09:05 | 22:40 | 25:51 | 29:51 | 38:38 | 07:11 | 05:19 |
 | Morbid Mask | 31 | 35.23% | 71.4 | 45.16% | +1.30% | -32.66% | +4.84% | 3.00% | 16:17 | 06:32 | 09:56 | 11:22 | 22:27 | 36:36 | 12:31 | 09:16 |
 | Blight Stone | 37 | 42.05% | 70.0 | 43.24% | -1.86% | +1.20% | +1.20% | 0.00% | 08:20 | -01:29 | -01:29 | 01:20 | 13:36 | 57:33 | 15:05 | 11:10 |
 | Phase Boots | 55 | 62.50% | 68.6 | 40.00% | -11.52% | +2.86% | -11.43% | -2.49% | 10:39 | 04:18 | 06:18 | 07:12 | 12:03 | 40:51 | 05:45 | 04:15 |
 | Javelin | 15 | 17.05% | 67.1 | 53.33% | +10.86% | -3.33% | -3.33% | 0.00% | 28:02 | 12:11 | 21:10 | 24:53 | 33:46 | 47:13 | 12:36 | 09:20 |
 | Headdress | 10 | 11.36% | 65.7 | 60.00% | +17.69% | +6.67% | -10.00% | -0.77% | 19:16 | 03:53 | 07:51 | 20:20 | 29:23 | 36:36 | 21:32 | 15:57 |
 | Wraith Band | 16 | 18.18% | 64.3 | 50.00% | +6.94% | +25.00% | -25.00% | -7.63% | 24:03 | 02:02 | 21:03 | 26:03 | 27:36 | 40:12 | 06:33 | 04:51 |
 | Desolator | 16 | 18.18% | 62.9 | 50.00% | +6.94% | 0.00% | +25.00% | 15.00% | 18:09 | 13:45 | 16:02 | 17:10 | 17:42 | 38:22 | 01:40 | 01:14 |
 | Harpoon | 8 | 9.09% | 61.4 | 62.50% | +20.00% | -62.50% | -12.50% | 27.03% | 19:58 | 17:38 | 18:05 | 19:43 | 19:56 | 22:59 | 01:51 | 01:22 |
 | Echo Sabre | 8 | 9.09% | 60.0 | 62.50% | +20.00% | -62.50% | +37.50% | 65.22% | 16:18 | 14:28 | 15:03 | 15:35 | 16:35 | 20:11 | 01:32 | 01:08 |
 | Diadem | 8 | 9.09% | 58.6 | 62.50% | +20.00% | -62.50% | -12.50% | 15.31% | 18:30 | 15:50 | 16:11 | 18:06 | 19:27 | 22:53 | 03:16 | 02:25 |
 | Maelstrom | 17 | 19.32% | 57.1 | 47.06% | +3.40% | +2.94% | +2.94% | 0.00% | 24:00 | 12:38 | 15:41 | 21:01 | 27:05 | 46:44 | 11:24 | 08:26 |
 | Black King Bar | 15 | 17.05% | 55.7 | 46.67% | +2.83% | +3.33% | +3.33% | 0.00% | 42:35 | 31:03 | 32:55 | 40:58 | 47:28 | 1:05:30 | 14:33 | 10:46 |
 | Moon Shard | 4 | 4.55% | 54.3 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 42:47 | 33:27 | 33:27 | 38:10 | 47:29 | 52:02 | 14:02 | 10:23 |
 | Quelling Blade | 52 | 59.09% | 52.9 | 32.69% | -28.42% | -17.31% | +5.77% | 23.08% | 01:10 | -11:38 | -01:29 | -01:29 | -01:21 | 52:19 | 00:08 | 00:05 |
 | Eye of Skadi | 2 | 2.27% | 51.4 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 36:12 | 34:02 | 34:02 | 38:22 | 38:22 | 38:22 | 04:20 | 03:12 |
 | Ring of Aquila | 2 | 2.27% | 50.0 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 05:20 | 02:15 | 02:15 | 08:25 | 08:25 | 08:25 | 06:10 | 04:34 |
 | Power Treads | 10 | 11.36% | 48.6 | 50.00% | +6.41% | -16.67% | 0.00% | 3.50% | 16:04 | 09:37 | 10:16 | 11:28 | 15:02 | 52:39 | 04:46 | 03:31 |
 | Mjollnir | 7 | 7.95% | 47.1 | 57.14% | +13.93% | +42.86% | -7.14% | 0.00% | 37:30 | 21:52 | 26:43 | 31:50 | 41:44 | 1:01:52 | 15:01 | 11:07 |
 | Hand of Midas | 24 | 27.27% | 45.7 | 37.50% | -9.38% | +45.83% | -4.17% | -15.71% | 10:19 | 04:43 | 08:25 | 09:52 | 11:36 | 21:21 | 03:11 | 02:21 |
 | Mask of Madness | 25 | 28.41% | 44.3 | 36.00% | -11.62% | -19.33% | -19.33% | 0.00% | 14:23 | 06:37 | 10:28 | 11:30 | 13:03 | 28:55 | 02:35 | 01:54 |
 | Magic Stick | 13 | 14.77% | 42.9 | 38.46% | -6.87% | -5.13% | -5.13% | 0.00% | 10:40 | -01:29 | 01:15 | 12:19 | 17:16 | 19:57 | 16:01 | 11:51 |
 | Solar Crest | 6 | 6.82% | 41.4 | 50.00% | +6.10% | +50.00% | +50.00% | 0.00% | 33:11 | 17:20 | 26:43 | 30:41 | 35:04 | 57:33 | 08:21 | 06:11 |
 | Medallion of Courage | 6 | 6.82% | 40.0 | 50.00% | +6.10% | 0.00% | +50.00% | 0.00% | 30:04 | 16:35 | 23:53 | 24:21 | 30:50 | 57:33 | 06:57 | 05:08 |
 | Monkey King Bar | 10 | 11.36% | 38.6 | 40.00% | -4.87% | -6.67% | +10.00% | 1.23% | 38:44 | 26:34 | 31:52 | 37:53 | 45:28 | 50:23 | 13:36 | 10:04 |
 | Helm of the Dominator | 3 | 3.41% | 37.1 | 66.67% | +23.14% | -66.67% | 0.00% | 0.00% | 08:38 | 07:29 | 07:29 | 08:20 | 10:04 | 10:04 | 02:35 | 01:54 |
 | Blade Mail | 3 | 3.41% | 35.7 | 66.67% | +23.14% | +33.33% | 0.00% | 0.00% | 28:54 | 21:42 | 21:42 | 27:39 | 37:20 | 37:20 | 15:38 | 11:34 |
 | Vanguard | 3 | 3.41% | 34.3 | 66.67% | +23.14% | +33.33% | 0.00% | 0.00% | 42:32 | 35:04 | 35:04 | 43:24 | 49:07 | 49:07 | 14:03 | 10:24 |
 | Diffusal Blade | 7 | 7.95% | 32.9 | 42.86% | -1.58% | +7.14% | +7.14% | 0.00% | 08:15 | 07:07 | 07:40 | 07:58 | 07:58 | 10:23 | 00:18 | 00:13 |
 | Pipe of Insight | 4 | 4.55% | 31.4 | 50.00% | +5.95% | +50.00% | -50.00% | 0.00% | 25:25 | 21:09 | 21:09 | 23:04 | 24:37 | 32:49 | 03:28 | 02:34 |
 | Abyssal Blade | 4 | 4.55% | 30.0 | 50.00% | +5.95% | +50.00% | -50.00% | 0.00% | 52:38 | 38:12 | 38:12 | 48:10 | 49:12 | 1:14:56 | 11:00 | 08:08 |
 | Butterfly | 1 | 1.14% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 1:12:55 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.14% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.14% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.14% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 00:00 | 00:00 |
 | Iron Talon | 1 | 1.14% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.14% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 00:00 | 00:00 |
 | Bracer | 1 | 1.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 5.68% | 18.6 | 40.00% | -4.58% | -40.00% | -40.00% | 0.00% | 46:45 | 38:03 | 38:03 | 48:10 | 51:34 | 55:19 | 13:31 | 10:00 |
 | Shadow Blade | 2 | 2.27% | 17.1 | 50.00% | +5.81% | -50.00% | 0.00% | 0.00% | 37:09 | 22:07 | 22:07 | 52:11 | 52:11 | 52:11 | 30:04 | 22:16 |
 | Boots of Travel | 2 | 2.27% | 15.7 | 50.00% | +5.81% | +50.00% | 0.00% | 0.00% | 47:07 | 44:19 | 44:19 | 49:54 | 49:54 | 49:54 | 05:35 | 04:08 |
 | Daedalus | 3 | 3.41% | 14.3 | 33.33% | -11.38% | -33.33% | 0.00% | 0.00% | 1:10:36 | 53:14 | 53:14 | 1:10:24 | 1:28:11 | 1:28:11 | 34:57 | 25:53 |
 | Ghost Scepter | 4 | 4.55% | 12.9 | 25.00% | -20.24% | -25.00% | -25.00% | 0.00% | 45:14 | 31:02 | 31:02 | 40:51 | 50:18 | 58:44 | 19:16 | 14:16 |
 | Crystalys | 4 | 4.55% | 11.4 | 25.00% | -20.24% | -25.00% | +75.00% | 0.00% | 47:26 | 24:40 | 24:40 | 44:45 | 52:12 | 1:08:05 | 27:32 | 20:23 |
 | Nullifier | 1 | 1.14% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Poor Man's Shield | 1 | 1.14% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -08:26 | -08:26 | -08:26 | -08:26 | -08:26 | -08:26 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.14% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:48 | 1:19:48 | 1:19:48 | 1:19:48 | 1:19:48 | 1:19:48 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.14% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.14% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 2.27% | 2.9 | 0.00% | -45.35% | 0.00% | 0.00% | 0.00% | 1:08:47 | 46:39 | 46:39 | 1:30:54 | 1:30:54 | 1:30:54 | 44:15 | 32:46 |
 | Mekansm | 1 | 1.14% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |