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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 | 14 | 60.87% | 100.0 | 50.00% | +50.00% | 0.00% | +16.67% | 4.86% | 12:18 | 06:17 | 08:53 | 10:37 | 12:19 | 28:29 | 03:26 | 02:32 |
 | Morbid Mask | 14 | 60.87% | 97.9 | 50.00% | +50.00% | 0.00% | +16.67% | 2.33% | 15:52 | 04:07 | 12:31 | 14:01 | 19:40 | 28:29 | 07:09 | 05:17 |
 | Buckler | 14 | 60.87% | 95.7 | 50.00% | +50.00% | -25.00% | +50.00% | 9.78% | 15:17 | 08:31 | 10:59 | 14:10 | 18:39 | 28:29 | 07:40 | 05:40 |
 | Vladmir's Offering | 14 | 60.87% | 93.6 | 50.00% | +50.00% | 0.00% | +16.67% | 2.58% | 17:36 | 13:28 | 14:10 | 15:06 | 20:37 | 28:30 | 06:27 | 04:46 |
 | Headdress | 4 | 17.39% | 91.5 | 75.00% | +53.95% | +25.00% | +25.00% | 0.00% | 20:05 | 09:57 | 09:57 | 16:42 | 16:55 | 36:45 | 06:58 | 05:09 |
 | Pipe of Insight | 4 | 17.39% | 89.4 | 75.00% | +53.95% | +25.00% | +25.00% | 0.00% | 22:07 | 13:18 | 13:18 | 17:37 | 19:48 | 37:44 | 06:30 | 04:48 |
 | Bracer | 7 | 30.43% | 87.2 | 57.14% | +38.39% | -7.14% | -57.14% | -35.71% | 02:33 | 01:36 | 01:38 | 01:55 | 03:02 | 04:49 | 01:24 | 01:02 |
 | Wraith Pact | 11 | 47.83% | 85.1 | 45.45% | +28.78% | -12.12% | +21.22% | 5.09% | 21:56 | 16:13 | 17:02 | 19:51 | 23:35 | 34:59 | 06:33 | 04:51 |
 | Hood of Defiance | 11 | 47.83% | 83.0 | 45.45% | +28.78% | -12.12% | +21.22% | 18.52% | 13:09 | 05:49 | 09:26 | 10:49 | 11:14 | 34:19 | 01:48 | 01:20 |
 | Blink Dagger | 20 | 86.96% | 80.9 | 35.00% | +35.00% | +5.00% | -35.00% | -6.28% | 19:56 | 13:27 | 14:51 | 17:11 | 21:13 | 36:16 | 06:22 | 04:42 |
 | Ring of Protection | 20 | 86.96% | 78.7 | 35.00% | +35.00% | -35.00% | +45.00% | 11.06% | 05:09 | -01:29 | -01:29 | 06:09 | 08:43 | 20:07 | 10:12 | 07:33 |
 | Magic Wand | 20 | 86.96% | 76.6 | 35.00% | +35.00% | +45.00% | -15.00% | -18.27% | 08:40 | 03:03 | 06:49 | 08:16 | 10:06 | 16:27 | 03:17 | 02:25 |
 | Phase Boots | 17 | 73.91% | 74.5 | 35.29% | +18.62% | +14.71% | -10.29% | -8.02% | 08:15 | 05:10 | 06:38 | 08:20 | 09:45 | 11:37 | 03:07 | 02:18 |
 | Chainmail | 17 | 73.91% | 72.3 | 35.29% | +18.62% | +14.71% | -10.29% | -9.43% | 06:27 | 04:16 | 04:45 | 06:14 | 07:24 | 10:44 | 02:39 | 01:57 |
 | Magic Stick | 23 | 100.00% | 70.2 | 30.43% | +30.43% | -13.76% | -13.76% | 0.00% | 04:17 | -01:29 | 01:00 | 04:34 | 07:37 | 11:19 | 06:37 | 04:54 |
 | Boots of Speed | 23 | 100.00% | 68.1 | 30.43% | +30.43% | +19.57% | -13.76% | -8.93% | 05:15 | 01:35 | 02:52 | 05:55 | 06:36 | 10:31 | 03:44 | 02:45 |
 | Quelling Blade | 19 | 82.61% | 66.0 | 31.58% | +6.58% | -11.58% | +8.42% | 0.00% | -01:03 | -01:29 | -01:29 | -01:29 | -01:29 | 06:31 | 00:00 | 00:00 |
 | Ring of Health | 20 | 86.96% | 63.8 | 30.00% | -3.33% | -10.00% | -10.00% | 0.00% | 18:11 | 02:22 | 03:05 | 09:37 | 30:48 | 44:48 | 27:43 | 20:31 |
 | Aghanim's Shard | 7 | 30.43% | 61.7 | 42.86% | +17.86% | -42.86% | +57.14% | 7.37% | 28:38 | 19:58 | 20:11 | 27:17 | 33:45 | 38:47 | 13:34 | 10:02 |
 | Fluffy Hat | 4 | 17.39% | 59.6 | 50.00% | +23.68% | -50.00% | +50.00% | 0.00% | 18:42 | 08:48 | 08:48 | 20:43 | 22:21 | 22:57 | 13:33 | 10:02 |
 | Mage Slayer | 1 | 4.35% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.35% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.35% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Soul Ring | 13 | 56.52% | 51.1 | 23.08% | -16.92% | -23.08% | +10.25% | 9.80% | 07:39 | 04:16 | 05:36 | 07:55 | 09:00 | 10:00 | 03:24 | 02:31 |
 | Force Staff | 2 | 8.70% | 48.9 | 50.00% | +21.43% | +50.00% | 0.00% | 0.00% | 25:23 | 25:08 | 25:08 | 25:38 | 25:38 | 25:38 | 00:30 | 00:22 |
 | Void Stone | 11 | 47.83% | 46.8 | 18.18% | -23.49% | +15.15% | +15.15% | 0.00% | 34:33 | 19:40 | 27:06 | 33:41 | 35:27 | 55:08 | 08:21 | 06:11 |
 | Lotus Orb | 3 | 13.04% | 44.7 | 33.33% | +3.33% | +66.67% | 0.00% | 0.00% | 30:05 | 26:38 | 26:38 | 29:33 | 34:04 | 34:04 | 07:26 | 05:30 |
 | Heaven's Halberd | 6 | 26.09% | 42.6 | 16.67% | -18.62% | -16.67% | -16.67% | 0.00% | 25:33 | 17:25 | 17:57 | 25:24 | 28:18 | 36:22 | 10:21 | 07:40 |
 | Sange | 6 | 26.09% | 40.4 | 16.67% | -18.62% | -16.67% | -16.67% | 0.00% | 23:22 | 13:55 | 15:24 | 22:44 | 27:43 | 36:22 | 12:19 | 09:07 |
 | Refresher Orb | 7 | 30.43% | 38.3 | 14.29% | -23.21% | -14.29% | +35.71% | 12.05% | 45:35 | 33:35 | 42:58 | 46:29 | 47:07 | 55:11 | 04:09 | 03:04 |
 | Aghanim's Scepter | 7 | 30.43% | 36.2 | 14.29% | -23.21% | -14.29% | -14.29% | 0.00% | 23:11 | 18:59 | 21:38 | 23:16 | 23:51 | 26:28 | 02:13 | 01:38 |
 | Kaya | 1 | 4.35% | 34.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.35% | 31.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 4.35% | 29.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.35% | 27.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 4.35% | 25.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.35% | 23.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Crown | 1 | 4.35% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:13 | 09:13 | 09:13 | 09:13 | 09:13 | 09:13 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 4.35% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.35% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |
 | Wind Lace | 2 | 8.70% | 14.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 05:23 | 05:13 | 05:13 | 05:32 | 05:32 | 05:32 | 00:19 | 00:14 |
 | Eul's Scepter of Divinity | 1 | 4.35% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.35% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.35% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 8.70% | 6.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 07:21 | 04:24 | 04:24 | 10:17 | 10:17 | 10:17 | 05:53 | 04:21 |
 | Helm of Iron Will | 1 | 4.35% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.35% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |