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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 | 17 | 27.42% | 100.0 | 76.47% | +36.47% | -26.47% | -1.47% | 5.17% | 31:07 | 25:46 | 27:30 | 30:33 | 32:20 | 41:56 | 04:50 | 03:34 |
 | Buckler | 38 | 61.29% | 98.4 | 60.53% | +27.20% | -0.53% | +6.14% | 0.86% | 22:16 | 11:43 | 17:41 | 21:04 | 25:27 | 41:40 | 07:46 | 05:45 |
 | Magic Stick | 46 | 74.19% | 96.8 | 56.52% | +25.27% | +1.81% | -11.07% | -2.10% | 02:42 | -01:29 | -01:29 | 01:16 | 07:37 | 18:34 | 09:06 | 06:44 |
 | Blight Stone | 37 | 59.68% | 95.2 | 56.76% | +16.76% | -1.20% | +9.91% | 3.56% | 04:54 | 01:27 | 02:31 | 03:19 | 05:38 | 28:22 | 03:07 | 02:18 |
 | Guardian Greaves | 27 | 43.55% | 93.5 | 59.26% | +16.40% | -2.12% | -16.40% | -2.02% | 20:30 | 13:46 | 16:43 | 19:37 | 23:47 | 26:56 | 07:04 | 05:14 |
 | Magic Wand | 44 | 70.97% | 91.9 | 54.55% | +15.66% | -9.10% | -18.19% | -1.73% | 06:37 | 01:12 | 03:42 | 05:31 | 08:57 | 18:35 | 05:15 | 03:53 |
 | Headdress | 48 | 77.42% | 90.3 | 52.08% | +9.22% | -10.41% | -18.75% | -2.53% | 13:20 | 07:12 | 11:28 | 12:57 | 14:46 | 23:26 | 03:18 | 02:26 |
 | Orb of Venom | 35 | 56.45% | 88.7 | 54.29% | +9.85% | +12.38% | -9.85% | -16.88% | 01:13 | -01:29 | 00:51 | 01:39 | 02:10 | 04:51 | 01:19 | 00:58 |
 | Quelling Blade | 61 | 98.39% | 87.1 | 49.18% | -50.82% | -2.51% | -15.85% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:45 | 00:00 | 00:00 |
 | Ring of Protection | 61 | 98.39% | 85.5 | 49.18% | -50.82% | +10.82% | +4.15% | -1.64% | 02:54 | -01:29 | -01:29 | 02:32 | 05:33 | 41:40 | 07:02 | 05:12 |
 | Arcane Boots | 45 | 72.58% | 83.9 | 51.11% | +4.05% | -5.66% | -5.66% | 0.00% | 09:25 | 05:10 | 07:12 | 08:39 | 10:48 | 16:36 | 03:36 | 02:40 |
 | Ring of Health | 43 | 69.35% | 82.3 | 51.16% | +3.79% | +21.57% | -42.07% | -27.87% | 12:10 | 06:26 | 10:06 | 11:11 | 12:23 | 27:23 | 02:17 | 01:41 |
 | Hood of Defiance | 43 | 69.35% | 80.6 | 51.16% | +3.79% | +21.57% | -42.07% | -28.50% | 12:25 | 07:25 | 10:14 | 11:23 | 12:28 | 27:31 | 02:14 | 01:39 |
 | Soul Ring | 60 | 96.77% | 79.0 | 48.33% | -51.67% | +5.00% | -15.00% | -6.06% | 05:50 | 02:20 | 03:54 | 06:05 | 07:12 | 10:57 | 03:18 | 02:26 |
 | Boots of Speed | 60 | 96.77% | 77.4 | 48.33% | -51.67% | -1.66% | -8.33% | -2.15% | 06:48 | 01:53 | 04:38 | 05:59 | 07:44 | 17:11 | 03:06 | 02:17 |
 | Orb of Corrosion | 30 | 48.39% | 75.8 | 53.33% | +6.45% | -15.83% | -39.04% | -14.97% | 04:38 | 02:17 | 03:46 | 04:22 | 05:19 | 07:30 | 01:33 | 01:08 |
 | Fluffy Hat | 30 | 48.39% | 74.2 | 53.33% | +6.45% | -3.33% | -24.76% | -15.13% | 03:40 | 01:38 | 02:49 | 03:13 | 04:14 | 06:44 | 01:25 | 01:02 |
 | Chainmail | 38 | 61.29% | 72.6 | 50.00% | 0.00% | -20.00% | +5.56% | 3.79% | 13:41 | 03:36 | 10:39 | 13:08 | 17:24 | 25:11 | 06:45 | 05:00 |
 | Pipe of Insight | 38 | 61.29% | 71.0 | 50.00% | 0.00% | +20.00% | -16.67% | -8.91% | 16:45 | 11:03 | 14:38 | 15:58 | 18:45 | 27:31 | 04:07 | 03:02 |
 | Mekansm | 31 | 50.00% | 69.4 | 51.61% | +3.22% | -1.61% | +10.89% | 1.82% | 16:41 | 10:41 | 12:32 | 15:45 | 19:25 | 25:12 | 06:53 | 05:05 |
 | Aghanim's Shard | 11 | 17.74% | 67.7 | 63.64% | +16.58% | +36.36% | -30.31% | -14.82% | 25:30 | 20:01 | 22:09 | 24:22 | 26:39 | 32:16 | 04:30 | 03:20 |
 | Aghanim's Scepter | 23 | 37.10% | 66.1 | 52.17% | +3.45% | +14.50% | -2.17% | -1.76% | 24:05 | 14:06 | 18:25 | 21:18 | 27:52 | 46:43 | 09:27 | 07:00 |
 | Crown | 16 | 25.81% | 64.5 | 50.00% | 0.00% | -25.00% | 0.00% | 1.98% | 18:28 | 08:00 | 10:44 | 18:12 | 23:20 | 31:40 | 12:36 | 09:20 |
 | Wind Lace | 19 | 30.65% | 62.9 | 47.37% | -3.79% | -7.37% | -7.37% | 0.00% | 16:42 | -01:29 | 10:50 | 18:12 | 21:10 | 31:40 | 10:20 | 07:39 |
 | Orchid Malevolence | 11 | 17.74% | 61.3 | 54.55% | +5.53% | +12.12% | -21.22% | -20.21% | 13:21 | 09:38 | 11:43 | 13:08 | 13:22 | 20:48 | 01:39 | 01:13 |
 | Sange | 6 | 9.68% | 59.7 | 66.67% | +18.46% | +33.33% | +33.33% | 0.00% | 24:02 | 17:04 | 17:52 | 22:03 | 29:12 | 35:05 | 11:20 | 08:23 |
 | Medallion of Courage | 15 | 24.19% | 58.1 | 46.67% | -4.39% | -21.67% | +3.33% | 2.32% | 14:38 | 03:36 | 07:53 | 12:07 | 18:39 | 31:34 | 10:46 | 07:58 |
 | Solar Crest | 15 | 24.19% | 56.5 | 46.67% | -4.39% | -21.67% | +3.33% | 3.24% | 19:33 | 10:35 | 13:53 | 19:20 | 21:36 | 31:51 | 07:43 | 05:42 |
 | Power Treads | 12 | 19.35% | 54.8 | 50.00% | 0.00% | -16.67% | +16.67% | 8.81% | 08:29 | 05:44 | 06:01 | 08:07 | 09:48 | 13:05 | 03:47 | 02:48 |
 | Ethereal Blade | 4 | 6.45% | 53.2 | 75.00% | +26.72% | +25.00% | -75.00% | 0.00% | 30:36 | 21:28 | 21:28 | 31:15 | 33:21 | 36:21 | 11:53 | 08:48 |
 | Heaven's Halberd | 2 | 3.23% | 51.6 | 100.00% | +51.67% | 0.00% | 0.00% | 0.00% | 33:43 | 32:20 | 32:20 | 35:05 | 35:05 | 35:05 | 02:45 | 02:02 |
 | Ghost Scepter | 5 | 8.06% | 50.0 | 60.00% | +10.88% | +40.00% | -60.00% | 0.00% | 32:58 | 21:01 | 21:01 | 32:26 | 36:01 | 44:30 | 15:00 | 11:06 |
 | Wraith Band | 10 | 16.13% | 48.4 | 40.00% | -11.92% | -6.67% | +10.00% | 0.00% | 02:58 | 01:24 | 01:40 | 01:50 | 04:18 | 06:21 | 02:38 | 01:57 |
 | Scythe of Vyse | 12 | 19.35% | 46.8 | 33.33% | -20.67% | +33.34% | +33.34% | 0.00% | 34:41 | 27:55 | 30:23 | 34:50 | 37:13 | 41:24 | 06:50 | 05:03 |
 | Void Stone | 14 | 22.58% | 45.2 | 28.57% | -27.68% | +21.43% | +4.76% | -3.09% | 33:17 | 23:58 | 30:23 | 32:52 | 35:47 | 41:24 | 05:24 | 04:00 |
 | Sange and Yasha | 4 | 6.45% | 43.5 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 23:14 | 20:41 | 20:41 | 21:10 | 25:09 | 25:56 | 04:28 | 03:18 |
 | Yasha | 4 | 6.45% | 41.9 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 23:00 | 20:41 | 20:41 | 20:54 | 24:51 | 25:33 | 04:10 | 03:05 |
 | Dagon (level 3) | 1 | 1.61% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.61% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.61% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Kaya | 1 | 1.61% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.61% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.61% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.61% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.61% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.61% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Dagon | 1 | 1.61% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Javelin | 1 | 1.61% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Black King Bar | 11 | 17.74% | 22.6 | 27.27% | -27.63% | -27.27% | +39.40% | 11.14% | 28:47 | 19:51 | 20:39 | 22:58 | 26:38 | 53:24 | 05:59 | 04:25 |
 | Eye of Skadi | 2 | 3.23% | 21.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:48 | 25:25 | 25:25 | 36:11 | 36:11 | 36:11 | 10:46 | 07:58 |
 | Nullifier | 2 | 3.23% | 19.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 38:45 | 36:47 | 36:47 | 40:43 | 40:43 | 40:43 | 03:56 | 02:54 |
 | Helm of Iron Will | 2 | 3.23% | 17.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 37:47 | 36:47 | 36:47 | 38:46 | 38:46 | 38:46 | 01:59 | 01:28 |
 | Diffusal Blade | 2 | 3.23% | 16.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:14 | 14:46 | 14:46 | 15:42 | 15:42 | 15:42 | 00:56 | 00:41 |
 | Bracer | 2 | 3.23% | 14.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 02:04 | 02:03 | 02:03 | 02:04 | 02:04 | 02:04 | 00:01 | 00:00 |
 | Skull Basher | 3 | 4.84% | 12.9 | 33.33% | -17.52% | -33.33% | 0.00% | 0.00% | 32:55 | 28:58 | 28:58 | 32:58 | 36:48 | 36:48 | 07:50 | 05:48 |
 | Drum of Endurance | 1 | 1.61% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 3.23% | 9.7 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 27:56 | 25:48 | 25:48 | 30:03 | 30:03 | 30:03 | 04:15 | 03:08 |
 | Ring of Basilius | 2 | 3.23% | 9.7 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 27:56 | 25:48 | 25:48 | 30:03 | 30:03 | 30:03 | 04:15 | 03:08 |
 | Aeon Disk | 2 | 3.23% | 6.5 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 39:29 | 32:31 | 32:31 | 46:26 | 46:26 | 46:26 | 13:55 | 10:18 |
 | Vladmir's Offering | 2 | 3.23% | 4.8 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 28:04 | 25:48 | 25:48 | 30:19 | 30:19 | 30:19 | 04:31 | 03:20 |
 | Lotus Orb | 2 | 3.23% | 3.2 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 33:21 | 32:01 | 32:01 | 34:41 | 34:41 | 34:41 | 02:40 | 01:58 |
 | Blink Dagger | 1 | 1.61% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |