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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 | |
 | Fluffy Hat | 12 | 80.00% | 100.0 | 83.33% | +50.00% | +16.67% | +16.67% | 0.00% | 10:58 | 06:40 | 08:51 | 11:45 | 12:13 | 13:46 | 03:22 | 02:29 |
 | Void Stone | 11 | 73.33% | 97.6 | 81.82% | +31.82% | -15.15% | -15.15% | 0.00% | 13:33 | 07:59 | 11:21 | 13:14 | 15:27 | 17:36 | 04:06 | 03:02 |
 | Pavise | 11 | 73.33% | 95.1 | 81.82% | +31.82% | +18.18% | -15.15% | -14.08% | 14:41 | 09:26 | 13:30 | 14:16 | 15:52 | 17:51 | 02:22 | 01:45 |
 | Glimmer Cape | 4 | 26.67% | 92.7 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 23:14 | 18:03 | 18:03 | 21:37 | 26:05 | 27:10 | 08:02 | 05:57 |
 | Wind Lace | 10 | 66.67% | 90.2 | 80.00% | +20.00% | +20.00% | -30.00% | -4.91% | 17:21 | 06:37 | 12:48 | 16:03 | 22:59 | 35:58 | 10:11 | 07:32 |
 | Boots of Speed | 15 | 100.00% | 87.8 | 73.33% | +73.33% | -23.33% | +26.67% | 8.11% | 07:28 | 00:57 | 03:46 | 07:03 | 09:56 | 16:11 | 06:10 | 04:34 |
 | Magic Wand | 15 | 100.00% | 85.4 | 73.33% | +73.33% | -23.33% | +26.67% | 8.62% | 05:27 | -01:29 | 01:35 | 06:56 | 07:23 | 12:28 | 05:48 | 04:17 |
 | Magic Stick | 12 | 80.00% | 82.9 | 75.00% | +8.33% | -8.33% | +25.00% | 33.33% | 01:11 | -01:29 | -01:29 | -01:28 | 01:31 | 12:16 | 03:00 | 02:13 |
 | Ring of Protection | 14 | 93.33% | 80.5 | 71.43% | -28.57% | -21.43% | +28.57% | 6.79% | 09:06 | -01:29 | 05:54 | 09:37 | 13:16 | 16:40 | 07:22 | 05:27 |
 | Arcane Boots | 7 | 46.67% | 78.0 | 71.43% | -3.57% | -21.43% | +28.57% | 3.35% | 11:26 | 03:25 | 04:04 | 05:52 | 18:59 | 21:03 | 14:55 | 11:02 |
 | Holy Locket | 7 | 46.67% | 75.6 | 71.43% | -3.57% | -21.43% | +28.57% | 5.05% | 16:57 | 10:50 | 11:06 | 15:54 | 21:00 | 26:50 | 09:54 | 07:20 |
 | Diadem | 8 | 53.33% | 73.2 | 62.50% | -23.21% | -12.50% | -12.50% | 0.00% | 16:20 | 08:38 | 08:46 | 14:54 | 19:38 | 26:00 | 10:52 | 08:02 |
 | Headdress | 8 | 53.33% | 70.7 | 62.50% | -23.21% | -12.50% | +37.50% | 6.07% | 14:52 | 09:06 | 09:29 | 10:28 | 17:43 | 26:00 | 08:14 | 06:05 |
 | Buckler | 4 | 26.67% | 68.3 | 75.00% | +2.27% | +25.00% | +25.00% | 0.00% | 32:54 | 20:27 | 20:27 | 29:49 | 38:04 | 43:15 | 17:37 | 13:02 |
 | Chainmail | 4 | 26.67% | 65.9 | 75.00% | +2.27% | -75.00% | +25.00% | 9.69% | 29:38 | 21:30 | 21:30 | 22:21 | 31:49 | 42:52 | 10:19 | 07:38 |
 | Mekansm | 2 | 13.33% | 63.4 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 32:57 | 23:02 | 23:02 | 42:52 | 42:52 | 42:52 | 19:50 | 14:41 |
 | Vanguard | 2 | 13.33% | 61.0 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 29:53 | 27:09 | 27:09 | 32:36 | 32:36 | 32:36 | 05:27 | 04:02 |
 | Drum of Endurance | 2 | 13.33% | 58.5 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 21:55 | 20:14 | 20:14 | 23:36 | 23:36 | 23:36 | 03:22 | 02:29 |
 | Guardian Greaves | 2 | 13.33% | 56.1 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 35:00 | 26:08 | 26:08 | 43:51 | 43:51 | 43:51 | 17:43 | 13:07 |
 | Ring of Health | 3 | 20.00% | 53.7 | 66.67% | -8.33% | -66.67% | 0.00% | 7.11% | 21:15 | 17:33 | 17:33 | 19:15 | 26:56 | 26:56 | 09:23 | 06:57 |
 | Soul Ring | 4 | 26.67% | 51.2 | 50.00% | -31.82% | +50.00% | -50.00% | -100.00% | 07:55 | 07:02 | 07:02 | 07:05 | 07:26 | 10:08 | 00:24 | 00:17 |
 | Aghanim's Shard | 4 | 26.67% | 48.8 | 50.00% | -31.82% | -50.00% | +50.00% | 9.79% | 21:29 | 15:11 | 15:11 | 19:28 | 25:24 | 25:54 | 10:13 | 07:34 |
 | Boots of Travel 2 | 1 | 6.67% | 46.3 | 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 |
 | Boots of Bearing | 1 | 6.67% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 6.67% | 41.5 | 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 |
 | Ethereal Blade | 1 | 6.67% | 39.0 | 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 |
 | Tranquil Boots | 1 | 6.67% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.67% | 34.1 | 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 |
 | Ghost Scepter | 1 | 6.67% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 6.67% | 29.3 | 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 |
 | Solar Crest | 2 | 13.33% | 26.8 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 30:17 | 23:56 | 23:56 | 36:37 | 36:37 | 36:37 | 12:41 | 09:23 |
 | Medallion of Courage | 2 | 13.33% | 24.4 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 27:02 | 22:15 | 22:15 | 31:49 | 31:49 | 31:49 | 09:34 | 07:05 |
 | Blight Stone | 2 | 13.33% | 22.0 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 25:21 | 18:52 | 18:52 | 31:49 | 31:49 | 31:49 | 12:57 | 09:35 |
 | Force Staff | 2 | 13.33% | 19.5 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 32:58 | 32:55 | 32:55 | 33:00 | 33:00 | 33:00 | 00:05 | 00:03 |
 | Pipe of Insight | 2 | 13.33% | 17.1 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 23:22 | 23:12 | 23:12 | 23:32 | 23:32 | 23:32 | 00:20 | 00:14 |
 | Kaya | 2 | 13.33% | 14.6 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 35:42 | 24:23 | 24:23 | 47:01 | 47:01 | 47:01 | 22:38 | 16:45 |
 | Crown | 2 | 13.33% | 12.2 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 29:45 | 23:32 | 23:32 | 35:57 | 35:57 | 35:57 | 12:25 | 09:11 |
 | Ring of Basilius | 2 | 13.33% | 9.8 | 50.00% | -26.92% | +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 | 13.33% | 7.3 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 33:57 | 29:50 | 29:50 | 38:04 | 38:04 | 38:04 | 08:14 | 06:05 |
 | Morbid Mask | 2 | 13.33% | 4.9 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 33:57 | 29:49 | 29:49 | 38:04 | 38:04 | 38:04 | 08:15 | 06:06 |
 | Blink Dagger | 1 | 6.67% | 2.4 | 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 |