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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 | |
 | Void Stone | 18 | 30.00% | 100.0 | 72.22% | +41.27% | -32.22% | +27.78% | 8.61% | 22:58 | 14:40 | 19:08 | 22:29 | 26:06 | 32:53 | 06:58 | 05:09 |
 | Aether Lens | 12 | 20.00% | 97.7 | 75.00% | +39.58% | -41.67% | +25.00% | 7.08% | 22:27 | 14:57 | 16:18 | 22:42 | 25:43 | 31:51 | 09:25 | 06:58 |
 | Arcane Boots | 33 | 55.00% | 95.3 | 57.58% | +31.65% | +4.92% | +29.92% | 5.05% | 12:44 | 04:53 | 08:59 | 12:40 | 13:56 | 31:25 | 04:57 | 03:40 |
 | Kaya | 8 | 13.33% | 93.0 | 75.00% | +36.54% | -25.00% | +25.00% | 3.66% | 36:11 | 19:59 | 22:58 | 31:26 | 36:38 | 1:03:41 | 13:40 | 10:07 |
 | Glimmer Cape | 10 | 16.67% | 90.7 | 70.00% | +32.00% | +30.00% | -20.00% | -11.07% | 26:16 | 17:58 | 24:03 | 25:32 | 28:34 | 34:01 | 04:31 | 03:20 |
 | Phylactery | 3 | 5.00% | 88.4 | 100.00% | +59.65% | 0.00% | 0.00% | 0.00% | 16:10 | 15:39 | 15:39 | 15:51 | 17:00 | 17:00 | 01:21 | 01:00 |
 | Boots of Travel | 3 | 5.00% | 86.0 | 100.00% | +59.65% | 0.00% | 0.00% | 0.00% | 50:45 | 42:54 | 42:54 | 51:35 | 57:45 | 57:45 | 14:51 | 11:00 |
 | Boots of Speed | 59 | 98.33% | 83.7 | 42.37% | -57.63% | +4.30% | -2.37% | -1.50% | 07:30 | -01:29 | 04:53 | 06:48 | 09:19 | 17:39 | 04:26 | 03:17 |
 | Magic Stick | 46 | 76.67% | 81.4 | 41.30% | -8.70% | -16.30% | -23.12% | -1.18% | 04:17 | -01:29 | -01:29 | 02:08 | 07:16 | 29:13 | 08:45 | 06:28 |
 | Magic Wand | 34 | 56.67% | 79.1 | 41.18% | -4.97% | +3.26% | -41.18% | -4.83% | 09:03 | 01:39 | 03:48 | 06:54 | 13:00 | 29:13 | 09:12 | 06:48 |
 | Wind Lace | 11 | 18.33% | 76.7 | 54.55% | +13.73% | +12.12% | +12.12% | 0.00% | 14:29 | 09:05 | 10:07 | 10:57 | 17:01 | 28:32 | 06:54 | 05:06 |
 | Blink Dagger | 14 | 23.33% | 74.4 | 50.00% | +8.70% | -25.00% | -16.67% | 1.54% | 28:32 | 20:13 | 24:04 | 27:11 | 29:28 | 40:33 | 05:24 | 04:00 |
 | Crown | 21 | 35.00% | 72.1 | 42.86% | -0.73% | +17.14% | -2.86% | -1.86% | 08:56 | -01:29 | 03:39 | 08:42 | 14:23 | 23:03 | 10:44 | 07:57 |
 | Ghost Scepter | 9 | 15.00% | 69.8 | 55.56% | +14.38% | +44.44% | -5.56% | -4.07% | 32:24 | 18:52 | 23:41 | 33:28 | 35:59 | 46:29 | 12:18 | 09:06 |
 | Diadem | 4 | 6.67% | 67.4 | 75.00% | +33.93% | -75.00% | +25.00% | 0.00% | 15:02 | 13:12 | 13:12 | 14:49 | 15:46 | 16:20 | 02:34 | 01:54 |
 | Fluffy Hat | 30 | 50.00% | 65.1 | 36.67% | -13.33% | +0.83% | -36.67% | -4.17% | 20:38 | 06:29 | 15:11 | 18:39 | 24:10 | 43:53 | 08:59 | 06:39 |
 | Scythe of Vyse | 2 | 3.33% | 62.8 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 39:42 | 34:40 | 34:40 | 44:44 | 44:44 | 44:44 | 10:04 | 07:27 |
 | Drum of Endurance | 2 | 3.33% | 60.5 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 16:42 | 14:30 | 14:30 | 18:53 | 18:53 | 18:53 | 04:23 | 03:14 |
 | Null Talisman | 27 | 45.00% | 58.1 | 37.04% | -11.44% | +20.10% | +5.82% | -4.06% | 06:24 | -00:08 | 03:10 | 03:58 | 06:41 | 26:44 | 03:31 | 02:36 |
 | Rod of Atos | 7 | 11.67% | 55.8 | 57.14% | +15.63% | -7.14% | -7.14% | 0.00% | 17:24 | 12:53 | 13:50 | 14:41 | 18:29 | 27:28 | 04:39 | 03:26 |
 | Aghanim's Scepter | 10 | 16.67% | 53.5 | 50.00% | +8.00% | +16.67% | 0.00% | -1.41% | 32:05 | 22:49 | 24:54 | 29:27 | 36:44 | 44:55 | 11:50 | 08:45 |
 | Veil of Discord | 11 | 18.33% | 51.2 | 45.45% | +2.59% | +54.55% | -12.12% | -11.17% | 16:02 | 10:26 | 12:12 | 15:28 | 18:10 | 23:25 | 05:58 | 04:25 |
 | Ethereal Blade | 5 | 8.33% | 48.8 | 60.00% | +18.18% | +40.00% | +40.00% | 0.00% | 34:44 | 25:52 | 25:52 | 35:57 | 36:22 | 39:48 | 10:30 | 07:46 |
 | Ring of Basilius | 12 | 20.00% | 46.5 | 41.67% | -2.08% | +58.33% | -41.67% | -12.40% | 11:26 | 02:21 | 05:53 | 11:59 | 13:57 | 23:02 | 08:04 | 05:58 |
 | Force Staff | 25 | 41.67% | 44.2 | 32.00% | -19.43% | +18.00% | +1.33% | -2.13% | 26:51 | 14:53 | 20:42 | 25:46 | 28:31 | 46:06 | 07:49 | 05:47 |
 | Pavise | 1 | 1.67% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.67% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 00:00 | 00:00 |
 | Bottle | 1 | 1.67% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.67% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Tranquil Boots | 6 | 10.00% | 30.2 | 33.33% | -11.11% | +16.67% | +66.67% | 7.67% | 15:36 | 09:05 | 10:30 | 11:24 | 17:01 | 29:08 | 06:31 | 04:49 |
 | Boots of Travel 2 | 2 | 3.33% | 27.9 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 35:49 | 32:56 | 32:56 | 38:42 | 38:42 | 38:42 | 05:46 | 04:16 |
 | Lotus Orb | 2 | 3.33% | 25.6 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 31:36 | 29:48 | 29:48 | 33:24 | 33:24 | 33:24 | 03:36 | 02:40 |
 | Blight Stone | 2 | 3.33% | 23.3 | 50.00% | +6.90% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.33% | 20.9 | 50.00% | +6.90% | +50.00% | 0.00% | 0.00% | 43:10 | 37:47 | 37:47 | 48:32 | 48:32 | 48:32 | 10:45 | 07:57 |
 | Wraith Band | 2 | 3.33% | 18.6 | 50.00% | +6.90% | +50.00% | 0.00% | 0.00% | 07:36 | 05:05 | 05:05 | 10:07 | 10:07 | 10:07 | 05:02 | 03:43 |
 | Ring of Health | 2 | 3.33% | 16.3 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 26:15 | 22:17 | 22:17 | 30:13 | 30:13 | 30:13 | 07:56 | 05:52 |
 | Ring of Protection | 3 | 5.00% | 14.0 | 33.33% | -10.53% | +66.67% | 0.00% | 0.00% | 32:04 | 19:00 | 19:00 | 19:42 | 57:31 | 57:31 | 38:31 | 28:31 |
 | Quelling Blade | 3 | 5.00% | 11.6 | 33.33% | -10.53% | -33.33% | 0.00% | 0.00% | 25:59 | 25:18 | 25:18 | 26:08 | 26:30 | 26:30 | 01:12 | 00:53 |
 | Soul Ring | 1 | 1.67% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.67% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Buckler | 1 | 1.67% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |