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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 | |
 | Aghanim's Shard | 6 | 33.33% | 100.0 | 66.67% | +41.67% | +33.33% | +33.33% | 0.00% | 26:06 | 18:12 | 19:52 | 20:34 | 33:03 | 33:48 | 13:11 | 09:45 |
 | Bracer | 2 | 11.11% | 97.8 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 07:59 | 02:06 | 02:06 | 13:51 | 13:51 | 13:51 | 11:45 | 08:42 |
 | Wind Lace | 7 | 38.89% | 95.6 | 57.14% | +29.87% | -7.14% | -57.14% | -4.72% | 20:37 | 05:42 | 10:43 | 19:07 | 21:19 | 46:10 | 10:36 | 07:51 |
 | Blink Dagger | 17 | 94.44% | 93.3 | 41.18% | +41.18% | +8.82% | -41.18% | -9.93% | 12:50 | 08:50 | 10:06 | 13:07 | 15:08 | 16:17 | 05:02 | 03:43 |
 | Boots of Speed | 18 | 100.00% | 91.1 | 38.89% | +38.89% | +21.11% | -13.89% | -7.12% | 05:31 | 01:38 | 03:20 | 04:17 | 08:15 | 09:40 | 04:55 | 03:38 |
 | Magic Wand | 15 | 83.33% | 88.9 | 40.00% | +6.67% | -15.00% | -15.00% | 0.00% | 08:46 | -01:29 | 03:03 | 09:21 | 12:46 | 25:36 | 09:43 | 07:11 |
 | Quelling Blade | 15 | 83.33% | 86.7 | 40.00% | +6.67% | -15.00% | +10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 27.78% | 84.4 | 60.00% | +29.23% | +40.00% | -60.00% | -6.98% | 28:42 | 18:34 | 18:34 | 23:42 | 32:53 | 46:21 | 14:19 | 10:36 |
 | Boots of Travel | 9 | 50.00% | 82.2 | 44.44% | +11.11% | +5.56% | -44.44% | -4.55% | 36:33 | 29:36 | 30:16 | 32:22 | 41:15 | 50:40 | 10:59 | 08:08 |
 | Void Stone | 9 | 50.00% | 80.0 | 44.44% | +11.11% | -44.44% | -44.44% | 0.00% | 18:10 | 07:37 | 07:41 | 17:58 | 23:20 | 37:12 | 15:39 | 11:35 |
 | Magic Stick | 14 | 77.78% | 77.8 | 35.71% | -14.29% | +14.29% | -2.38% | -1.92% | 06:03 | -01:29 | 00:54 | 05:08 | 09:35 | 16:35 | 08:41 | 06:25 |
 | Ring of Health | 14 | 77.78% | 75.6 | 35.71% | -14.29% | +39.29% | -2.38% | -18.25% | 04:47 | 01:31 | 02:32 | 03:00 | 04:49 | 20:56 | 02:17 | 01:41 |
 | Black King Bar | 6 | 33.33% | 73.3 | 50.00% | +16.67% | 0.00% | -50.00% | -4.01% | 30:24 | 23:03 | 23:36 | 25:04 | 36:05 | 38:53 | 12:29 | 09:14 |
 | Vanguard | 10 | 55.56% | 71.1 | 40.00% | +2.50% | -6.67% | +10.00% | 6.21% | 07:45 | 04:32 | 05:34 | 07:35 | 08:15 | 14:47 | 02:41 | 01:59 |
 | Aeon Disk | 3 | 16.67% | 68.9 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 40:13 | 32:44 | 32:44 | 43:15 | 44:39 | 44:39 | 11:55 | 08:49 |
 | Arcane Boots | 7 | 38.89% | 66.7 | 42.86% | +6.50% | +7.14% | +7.14% | 0.00% | 14:39 | 04:33 | 06:44 | 10:57 | 11:51 | 41:38 | 05:07 | 03:47 |
 | Aghanim's Scepter | 7 | 38.89% | 64.4 | 42.86% | +6.50% | +7.14% | +7.14% | 0.00% | 25:52 | 17:35 | 18:01 | 29:32 | 29:46 | 30:29 | 11:45 | 08:42 |
 | Crown | 4 | 22.22% | 62.2 | 50.00% | +14.29% | +50.00% | +50.00% | 0.00% | 07:06 | 05:00 | 05:00 | 05:43 | 07:55 | 09:44 | 02:55 | 02:09 |
 | Veil of Discord | 1 | 5.56% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:07 | 11:07 | 11:07 | 11:07 | 11:07 | 11:07 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.56% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.56% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.56% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Sange | 1 | 5.56% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.56% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.56% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |
 | Ring of Protection | 7 | 38.89% | 42.2 | 28.57% | -16.88% | -28.57% | +21.43% | 50.00% | 01:30 | -01:29 | -01:29 | -01:28 | -01:22 | 11:57 | 00:07 | 00:05 |
 | Kaya | 2 | 11.11% | 40.0 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 42:54 | 37:18 | 37:18 | 48:29 | 48:29 | 48:29 | 11:11 | 08:17 |
 | Aether Lens | 2 | 11.11% | 37.8 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 26:03 | 26:00 | 26:00 | 26:05 | 26:05 | 26:05 | 00:05 | 00:03 |
 | Urn of Shadows | 2 | 11.11% | 35.6 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 05:01 | 02:58 | 02:58 | 07:04 | 07:04 | 07:04 | 04:06 | 03:02 |
 | Soul Ring | 3 | 16.67% | 33.3 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 11:32 | 10:09 | 10:09 | 12:04 | 12:24 | 12:24 | 02:15 | 01:40 |
 | Meteor Hammer | 3 | 16.67% | 31.1 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 08:41 | 07:49 | 07:49 | 08:52 | 09:23 | 09:23 | 01:34 | 01:09 |
 | Crimson Guard | 3 | 16.67% | 28.9 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 17:36 | 16:23 | 16:23 | 17:55 | 18:29 | 18:29 | 02:06 | 01:33 |
 | Helm of Iron Will | 3 | 16.67% | 26.7 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 16:18 | 15:25 | 15:25 | 16:25 | 17:04 | 17:04 | 01:39 | 01:13 |
 | Force Staff | 3 | 16.67% | 24.4 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 17:52 | 16:15 | 16:15 | 17:49 | 19:32 | 19:32 | 03:17 | 02:25 |
 | Pipe of Insight | 3 | 16.67% | 22.2 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 24:43 | 22:30 | 22:30 | 25:31 | 26:09 | 26:09 | 03:39 | 02:42 |
 | Fluffy Hat | 3 | 16.67% | 20.0 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 16:06 | 14:08 | 14:08 | 16:42 | 17:29 | 17:29 | 03:21 | 02:28 |
 | Headdress | 4 | 22.22% | 17.8 | 25.00% | -17.86% | +75.00% | -25.00% | -100.00% | 22:03 | 21:10 | 21:10 | 21:59 | 22:00 | 23:04 | 00:50 | 00:37 |
 | Bottle | 2 | 11.11% | 15.6 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 01:34 | 01:30 | 01:30 | 01:38 | 01:38 | 01:38 | 00:08 | 00:05 |
 | Mekansm | 1 | 5.56% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.56% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.56% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 5.56% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 |