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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 | |
 | Void Stone | 33 | 16.92% | 100.0 | 69.70% | +21.55% | +17.80% | -7.20% | -2.24% | 37:01 | 23:34 | 30:59 | 36:34 | 42:08 | 56:07 | 11:09 | 08:15 |
 | Scythe of Vyse | 28 | 14.36% | 98.5 | 71.43% | +22.93% | +14.28% | -14.29% | -2.15% | 39:55 | 26:26 | 32:28 | 38:50 | 45:44 | 56:25 | 13:16 | 09:49 |
 | Mekansm | 72 | 36.92% | 97.0 | 62.50% | +16.97% | +4.17% | +9.72% | 0.84% | 16:00 | 09:35 | 12:12 | 14:51 | 18:50 | 27:39 | 06:38 | 04:54 |
 | Guardian Greaves | 69 | 35.38% | 95.5 | 62.32% | +16.29% | +2.39% | +14.15% | 1.64% | 20:41 | 13:49 | 16:51 | 20:32 | 24:00 | 32:48 | 07:09 | 05:17 |
 | Aghanim's Shard | 140 | 71.79% | 94.0 | 57.86% | +21.50% | +7.85% | -15.00% | -3.37% | 25:10 | 15:01 | 21:35 | 24:22 | 28:22 | 55:20 | 06:47 | 05:01 |
 | Hood of Defiance | 52 | 26.67% | 92.5 | 63.46% | +15.91% | +13.46% | -9.61% | -4.21% | 18:23 | 10:12 | 15:00 | 17:44 | 20:29 | 42:05 | 05:29 | 04:03 |
 | Boots of Bearing | 47 | 24.10% | 91.0 | 63.83% | +15.86% | +2.84% | -13.83% | -1.61% | 29:14 | 12:53 | 22:52 | 27:46 | 33:12 | 58:51 | 10:20 | 07:39 |
 | Ring of Health | 94 | 48.21% | 89.6 | 58.51% | +12.97% | +8.16% | +2.36% | -0.98% | 18:43 | 05:28 | 15:02 | 17:54 | 20:56 | 41:58 | 05:54 | 04:22 |
 | Arcane Boots | 79 | 40.51% | 88.1 | 59.49% | +12.94% | +0.51% | +0.51% | 0.00% | 12:52 | 03:44 | 07:06 | 12:08 | 16:50 | 30:44 | 09:44 | 07:12 |
 | Chainmail | 137 | 70.26% | 86.6 | 56.20% | +14.82% | -6.20% | +5.56% | 1.87% | 11:18 | 02:11 | 07:04 | 10:26 | 13:21 | 34:38 | 06:17 | 04:39 |
 | Ring of Protection | 158 | 81.03% | 85.1 | 54.43% | +13.89% | +5.57% | +7.11% | 0.12% | 15:38 | -01:29 | 08:37 | 12:50 | 21:13 | 45:31 | 12:36 | 09:20 |
 | Pipe of Insight | 89 | 45.64% | 83.6 | 57.30% | +10.13% | +6.34% | +1.79% | -0.89% | 21:19 | 13:00 | 18:20 | 20:33 | 23:26 | 44:50 | 05:06 | 03:46 |
 | Buckler | 159 | 81.54% | 82.1 | 54.09% | +12.42% | +8.41% | +3.41% | -0.42% | 15:56 | -01:29 | 08:44 | 13:23 | 20:41 | 45:31 | 11:57 | 08:51 |
 | Boots of Speed | 194 | 99.49% | 80.6 | 52.06% | +52.06% | +5.08% | -2.06% | -1.18% | 06:57 | 01:42 | 03:45 | 05:44 | 09:49 | 38:11 | 06:04 | 04:29 |
 | Headdress | 128 | 65.64% | 79.1 | 53.91% | +6.15% | +11.72% | -10.16% | -3.28% | 14:52 | 03:47 | 11:18 | 15:24 | 17:58 | 29:09 | 06:40 | 04:56 |
 | Blight Stone | 130 | 66.67% | 77.6 | 53.08% | +3.85% | +7.53% | +0.05% | -0.75% | 06:09 | -01:29 | -01:29 | 05:16 | 11:29 | 34:29 | 12:58 | 09:36 |
 | Wind Lace | 153 | 78.46% | 76.1 | 52.29% | +2.29% | -2.29% | -2.29% | 0.00% | 10:16 | -01:24 | 06:10 | 09:06 | 12:52 | 39:11 | 06:42 | 04:57 |
 | Wraith Pact | 45 | 23.08% | 74.6 | 60.00% | +10.67% | -14.55% | -5.45% | 0.75% | 24:44 | 11:14 | 15:38 | 24:11 | 27:47 | 57:43 | 12:09 | 09:00 |
 | Magic Wand | 162 | 83.08% | 73.1 | 51.23% | -3.32% | -4.89% | +6.27% | 3.94% | 02:26 | -01:30 | -01:29 | -01:28 | 04:19 | 20:53 | 05:48 | 04:17 |
 | Ring of Basilius | 103 | 52.82% | 71.6 | 53.40% | +3.40% | +8.14% | -3.40% | -1.24% | 10:07 | -01:29 | 03:26 | 07:22 | 12:45 | 42:12 | 09:19 | 06:54 |
 | Vladmir's Offering | 99 | 50.77% | 70.1 | 53.54% | +3.54% | +22.46% | +6.46% | -1.97% | 16:04 | 07:02 | 11:01 | 13:19 | 19:09 | 42:12 | 08:08 | 06:01 |
 | Assault Cuirass | 56 | 28.72% | 68.7 | 57.14% | +7.50% | -14.28% | +7.15% | 2.05% | 35:31 | 21:17 | 29:52 | 34:21 | 40:19 | 1:12:38 | 10:27 | 07:44 |
 | Magic Stick | 87 | 44.62% | 67.2 | 54.02% | +4.02% | +0.53% | +0.53% | 0.00% | 03:22 | -01:29 | -01:29 | 01:38 | 05:40 | 20:27 | 07:09 | 05:17 |
 | Morbid Mask | 99 | 50.77% | 65.7 | 52.53% | +1.49% | +23.47% | +7.47% | -1.94% | 15:01 | 04:58 | 10:04 | 12:09 | 18:19 | 42:12 | 08:15 | 06:06 |
 | Aghanim's Scepter | 53 | 27.18% | 64.2 | 56.60% | +6.60% | +28.02% | -18.14% | -3.32% | 30:43 | 16:46 | 23:17 | 28:44 | 37:10 | 55:18 | 13:53 | 10:17 |
 | Crown | 84 | 43.08% | 62.7 | 50.00% | -3.15% | -2.38% | -2.38% | 0.00% | 07:48 | 00:17 | 02:21 | 04:45 | 12:13 | 34:39 | 09:52 | 07:18 |
 | Tranquil Boots | 72 | 36.92% | 61.2 | 50.00% | -2.85% | +5.56% | 0.00% | -0.36% | 15:52 | 05:03 | 06:49 | 11:14 | 22:15 | 58:31 | 15:26 | 11:25 |
 | Solar Crest | 77 | 39.49% | 59.7 | 49.35% | -4.04% | +13.81% | +3.28% | -1.88% | 13:21 | 06:44 | 09:31 | 12:43 | 15:07 | 35:10 | 05:36 | 04:08 |
 | Drum of Endurance | 85 | 43.59% | 58.2 | 48.24% | -6.31% | -5.38% | -0.62% | 0.52% | 19:02 | 08:22 | 13:01 | 16:29 | 22:10 | 48:22 | 09:09 | 06:46 |
 | Medallion of Courage | 78 | 40.00% | 56.7 | 48.72% | -5.13% | -3.72% | +9.17% | 1.93% | 10:15 | 03:49 | 06:02 | 09:39 | 12:42 | 35:10 | 06:40 | 04:56 |
 | Lotus Orb | 4 | 2.05% | 55.2 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 35:27 | 29:12 | 29:12 | 31:55 | 39:55 | 40:44 | 10:43 | 07:56 |
 | Helm of Iron Will | 10 | 5.13% | 53.7 | 70.00% | +19.19% | -3.33% | +30.00% | 0.00% | 21:38 | 08:53 | 10:24 | 21:36 | 28:57 | 38:06 | 18:33 | 13:44 |
 | Diadem | 43 | 22.05% | 52.2 | 48.84% | -3.79% | +14.80% | -12.48% | -12.12% | 06:00 | 02:29 | 04:38 | 05:57 | 06:53 | 12:34 | 02:15 | 01:40 |
 | Phylactery | 41 | 21.03% | 50.7 | 48.78% | -3.82% | +11.22% | -18.78% | -12.68% | 09:36 | 05:27 | 08:19 | 09:23 | 10:41 | 14:38 | 02:22 | 01:45 |
 | Black King Bar | 7 | 3.59% | 49.3 | 71.43% | +20.37% | -21.43% | -21.43% | 0.00% | 38:16 | 21:46 | 30:01 | 37:10 | 45:31 | 51:43 | 15:30 | 11:28 |
 | Rod of Atos | 7 | 3.59% | 47.8 | 71.43% | +20.37% | -21.43% | +28.57% | 0.00% | 13:06 | 09:08 | 10:12 | 12:44 | 13:23 | 17:24 | 03:11 | 02:21 |
 | Nullifier | 3 | 1.54% | 46.3 | 100.00% | +48.96% | 0.00% | 0.00% | 0.00% | 31:50 | 28:09 | 28:09 | 29:00 | 38:20 | 38:20 | 10:11 | 07:32 |
 | Vanguard | 5 | 2.56% | 44.8 | 80.00% | +28.95% | +20.00% | +20.00% | 0.00% | 26:22 | 08:30 | 08:30 | 23:24 | 28:15 | 51:49 | 19:45 | 14:37 |
 | Sange | 11 | 5.64% | 43.3 | 54.55% | +2.92% | -21.22% | -21.22% | 0.00% | 29:11 | 18:28 | 21:20 | 28:38 | 31:36 | 48:04 | 10:16 | 07:36 |
 | Heaven's Halberd | 11 | 5.64% | 41.8 | 54.55% | +2.92% | -21.22% | +12.12% | 0.00% | 31:35 | 21:46 | 26:13 | 31:15 | 33:37 | 48:21 | 07:24 | 05:28 |
 | Bracer | 14 | 7.18% | 40.3 | 50.00% | -1.93% | 0.00% | +16.67% | 0.00% | 03:23 | 01:44 | 02:13 | 02:27 | 03:12 | 14:37 | 00:59 | 00:43 |
 | Null Talisman | 22 | 11.28% | 38.8 | 40.91% | -12.27% | +25.76% | -0.91% | 0.00% | 02:59 | 01:18 | 01:38 | 02:27 | 03:21 | 08:20 | 01:43 | 01:16 |
 | Quelling Blade | 23 | 11.79% | 37.3 | 39.13% | -14.36% | -5.80% | -5.80% | 0.00% | 00:04 | -01:29 | -01:29 | -01:29 | -01:29 | 18:57 | 00:00 | 00:00 |
 | Crimson Guard | 4 | 2.05% | 35.8 | 75.00% | +23.69% | +25.00% | +25.00% | 0.00% | 22:31 | 13:12 | 13:12 | 23:11 | 23:24 | 30:16 | 10:12 | 07:33 |
 | Veil of Discord | 2 | 1.03% | 34.3 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 19:09 | 17:30 | 17:30 | 20:47 | 20:47 | 20:47 | 03:17 | 02:25 |
 | Wraith Band | 15 | 7.69% | 32.8 | 40.00% | -12.78% | +10.00% | -40.00% | 0.00% | 06:38 | 01:03 | 02:04 | 02:38 | 03:00 | 41:57 | 00:56 | 00:41 |
 | Aeon Disk | 3 | 1.54% | 31.3 | 66.67% | +15.11% | -66.67% | 0.00% | 0.00% | 40:15 | 36:54 | 36:54 | 39:34 | 44:16 | 44:16 | 07:22 | 05:27 |
 | Shiva's Guard | 3 | 1.54% | 29.9 | 66.67% | +15.11% | -66.67% | 0.00% | 0.00% | 33:14 | 28:25 | 28:25 | 32:13 | 39:03 | 39:03 | 10:38 | 07:52 |
 | Glimmer Cape | 1 | 0.51% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 |
 | Kaya | 1 | 0.51% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.51% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.51% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.51% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:13 | 59:13 | 59:13 | 59:13 | 59:13 | 59:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.51% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.51% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Fluffy Hat | 6 | 3.08% | 17.9 | 33.33% | -19.05% | +16.67% | -33.33% | 0.00% | 18:10 | 05:02 | 05:47 | 19:09 | 25:36 | 29:08 | 19:49 | 14:40 |
 | Ghost Scepter | 2 | 1.03% | 16.4 | 50.00% | -1.81% | -50.00% | 0.00% | 0.00% | 44:23 | 33:58 | 33:58 | 54:48 | 54:48 | 54:48 | 20:50 | 15:25 |
 | Helm of the Dominator | 2 | 1.03% | 14.9 | 50.00% | -1.81% | -50.00% | 0.00% | 0.00% | 12:37 | 12:09 | 12:09 | 13:05 | 13:05 | 13:05 | 00:56 | 00:41 |
 | Orchid Malevolence | 2 | 1.03% | 13.4 | 50.00% | -1.81% | -50.00% | 0.00% | 0.00% | 25:17 | 23:15 | 23:15 | 27:18 | 27:18 | 27:18 | 04:03 | 03:00 |
 | Falcon Blade | 2 | 1.03% | 11.9 | 50.00% | -1.81% | -50.00% | 0.00% | 0.00% | 06:30 | 06:00 | 06:00 | 07:00 | 07:00 | 07:00 | 01:00 | 00:44 |
 | Power Treads | 2 | 1.03% | 10.4 | 50.00% | -1.81% | +50.00% | 0.00% | 0.00% | 23:01 | 08:51 | 08:51 | 37:11 | 37:11 | 37:11 | 28:20 | 20:59 |
 | Helm of the Overlord | 2 | 1.03% | 9.0 | 50.00% | -1.81% | +50.00% | 0.00% | 0.00% | 20:23 | 20:17 | 20:17 | 20:29 | 20:29 | 20:29 | 00:12 | 00:08 |
 | Boots of Travel | 3 | 1.54% | 7.5 | 33.33% | -18.75% | +66.67% | 0.00% | 0.00% | 47:30 | 31:02 | 31:02 | 47:48 | 1:03:41 | 1:03:41 | 32:39 | 24:11 |
 | Cornucopia | 3 | 1.54% | 6.0 | 33.33% | -18.75% | -33.33% | 0.00% | 0.00% | 27:50 | 23:15 | 23:15 | 27:08 | 33:07 | 33:07 | 09:52 | 07:18 |
 | Yasha and Kaya | 1 | 0.51% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 1.03% | 3.0 | 0.00% | -52.33% | 0.00% | 0.00% | 0.00% | 39:28 | 33:10 | 33:10 | 45:45 | 45:45 | 45:45 | 12:35 | 09:19 |
 | Force Staff | 2 | 1.03% | 1.5 | 0.00% | -52.33% | 0.00% | 0.00% | 0.00% | 24:09 | 19:09 | 19:09 | 29:08 | 29:08 | 29:08 | 09:59 | 07:23 |