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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 | |
 | Glimmer Cape | 5 | 19.23% | 100.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 23:48 | 18:03 | 18:03 | 26:03 | 26:05 | 27:10 | 08:02 | 05:57 |
 | Pavise | 14 | 53.85% | 97.9 | 78.57% | +28.57% | -3.57% | +21.43% | 8.29% | 14:51 | 09:26 | 13:30 | 14:16 | 16:31 | 20:36 | 03:01 | 02:14 |
 | Wind Lace | 16 | 61.54% | 95.7 | 75.00% | +25.00% | +25.00% | -25.00% | -4.91% | 18:12 | 06:37 | 12:48 | 16:17 | 22:59 | 35:58 | 10:11 | 07:32 |
 | Void Stone | 16 | 61.54% | 93.6 | 75.00% | +25.00% | -25.00% | 0.00% | 4.44% | 17:06 | 07:59 | 11:21 | 13:33 | 16:59 | 40:53 | 05:38 | 04:10 |
 | Fluffy Hat | 18 | 69.23% | 91.5 | 72.22% | +22.22% | +7.78% | +2.78% | -1.79% | 13:49 | 06:40 | 09:30 | 12:03 | 12:18 | 37:45 | 02:48 | 02:04 |
 | Boots of Speed | 26 | 100.00% | 89.4 | 65.38% | +65.38% | +6.05% | +17.95% | 3.04% | 06:56 | 00:57 | 04:50 | 06:19 | 08:45 | 16:11 | 03:55 | 02:54 |
 | Magic Wand | 26 | 100.00% | 87.2 | 65.38% | +65.38% | +6.05% | +1.29% | -0.92% | 07:12 | -01:29 | 05:31 | 07:11 | 10:42 | 14:31 | 05:11 | 03:50 |
 | Magic Stick | 23 | 88.46% | 85.1 | 65.22% | -1.45% | -15.22% | +1.45% | 4.13% | 03:06 | -01:29 | -01:29 | 01:52 | 05:31 | 12:16 | 07:00 | 05:11 |
 | Ring of Protection | 18 | 69.23% | 83.0 | 66.67% | +4.17% | -26.67% | +8.33% | 4.45% | 09:47 | -01:29 | 05:54 | 09:37 | 13:46 | 24:00 | 07:52 | 05:49 |
 | Drum of Endurance | 6 | 23.08% | 80.9 | 83.33% | +23.33% | -33.33% | +16.67% | 6.64% | 22:51 | 17:28 | 19:57 | 20:14 | 27:29 | 28:21 | 07:32 | 05:34 |
 | Arcane Boots | 16 | 61.54% | 78.7 | 62.50% | -7.50% | -12.50% | +12.50% | 1.68% | 13:38 | 03:25 | 05:52 | 11:55 | 20:44 | 22:11 | 14:52 | 11:00 |
 | Tranquil Boots | 3 | 11.54% | 76.6 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 24:31 | 12:18 | 12:18 | 26:38 | 34:37 | 34:37 | 22:19 | 16:31 |
 | Boots of Bearing | 3 | 11.54% | 74.5 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 36:19 | 31:43 | 31:43 | 34:04 | 43:09 | 43:09 | 11:26 | 08:28 |
 | Holy Locket | 15 | 57.69% | 72.3 | 60.00% | -12.73% | -10.00% | -10.00% | 0.00% | 21:51 | 10:50 | 15:54 | 20:57 | 26:50 | 39:44 | 10:56 | 08:05 |
 | Headdress | 18 | 69.23% | 70.2 | 55.56% | -31.94% | +4.44% | +19.44% | 1.27% | 19:34 | 09:06 | 15:11 | 17:39 | 26:58 | 32:26 | 11:47 | 08:43 |
 | Diadem | 16 | 61.54% | 68.1 | 56.25% | -23.75% | -6.25% | -6.25% | 0.00% | 20:22 | 08:38 | 14:54 | 18:26 | 24:38 | 39:30 | 09:44 | 07:12 |
 | Vanguard | 2 | 7.69% | 66.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 29:53 | 27:09 | 27:09 | 32:36 | 32:36 | 32:36 | 05:27 | 04:02 |
 | Chainmail | 10 | 38.46% | 63.8 | 50.00% | -25.00% | -16.67% | +50.00% | 7.58% | 26:41 | 15:36 | 21:43 | 23:58 | 30:31 | 42:52 | 08:48 | 06:31 |
 | Aghanim's Shard | 5 | 19.23% | 61.7 | 60.00% | -6.67% | -60.00% | +40.00% | 9.33% | 24:27 | 15:11 | 15:11 | 25:24 | 25:54 | 36:16 | 10:43 | 07:56 |
 | Force Staff | 5 | 19.23% | 59.6 | 60.00% | -6.67% | +40.00% | -60.00% | -10.31% | 33:29 | 27:02 | 27:02 | 33:00 | 36:44 | 37:46 | 09:42 | 07:11 |
 | Mekansm | 6 | 23.08% | 57.4 | 50.00% | -20.00% | 0.00% | +50.00% | 9.43% | 29:00 | 23:02 | 24:12 | 26:58 | 29:30 | 42:52 | 05:18 | 03:55 |
 | Buckler | 6 | 23.08% | 55.3 | 50.00% | -20.00% | 0.00% | +50.00% | 3.56% | 30:41 | 20:27 | 24:01 | 28:29 | 38:04 | 43:15 | 14:03 | 10:24 |
 | Blight Stone | 4 | 15.38% | 53.2 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 24:12 | 15:36 | 15:36 | 18:52 | 30:31 | 31:49 | 14:55 | 11:02 |
 | Guardian Greaves | 4 | 15.38% | 51.1 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 34:10 | 26:08 | 26:08 | 31:05 | 35:35 | 43:51 | 09:27 | 07:00 |
 | Solar Crest | 4 | 15.38% | 48.9 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 28:02 | 21:02 | 21:02 | 23:56 | 30:31 | 36:37 | 09:29 | 07:01 |
 | Crown | 4 | 15.38% | 46.8 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 27:09 | 18:35 | 18:35 | 23:32 | 30:31 | 35:57 | 11:56 | 08:50 |
 | Soul Ring | 4 | 15.38% | 44.7 | 50.00% | -18.18% | +50.00% | -50.00% | 0.00% | 07:55 | 07:02 | 07:02 | 07:05 | 07:26 | 10:08 | 00:24 | 00:17 |
 | Medallion of Courage | 4 | 15.38% | 42.6 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 25:03 | 15:36 | 15:36 | 22:15 | 30:31 | 31:49 | 14:55 | 11:02 |
 | Ring of Health | 4 | 15.38% | 40.4 | 50.00% | -18.18% | -50.00% | -50.00% | 0.00% | 26:09 | 17:33 | 17:33 | 19:15 | 26:56 | 40:53 | 09:23 | 06:57 |
 | Heaven's Halberd | 1 | 3.85% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.85% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.85% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.85% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.85% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.85% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.85% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.85% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 7.69% | 19.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 33:57 | 29:49 | 29:49 | 38:04 | 38:04 | 38:04 | 08:15 | 06:06 |
 | Ghost Scepter | 2 | 7.69% | 17.0 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 24:34 | 20:14 | 20:14 | 28:53 | 28:53 | 28:53 | 08:39 | 06:24 |
 | Ring of Basilius | 2 | 7.69% | 14.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 33:57 | 29:49 | 29:49 | 38:04 | 38:04 | 38:04 | 08:15 | 06:06 |
 | Vladmir's Offering | 2 | 7.69% | 12.8 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 33:57 | 29:50 | 29:50 | 38:04 | 38:04 | 38:04 | 08:14 | 06:05 |
 | Kaya | 2 | 7.69% | 10.6 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 35:42 | 24:23 | 24:23 | 47:01 | 47:01 | 47:01 | 22:38 | 16:45 |
 | Pipe of Insight | 2 | 7.69% | 8.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 23:22 | 23:12 | 23:12 | 23:32 | 23:32 | 23:32 | 00:20 | 00:14 |
 | Boots of Travel | 1 | 3.85% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.85% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.85% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |