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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 | |
 | Tranquil Boots | 9 | 29.03% | 100.0 | 77.78% | +41.42% | +22.22% | +22.22% | 0.00% | 21:25 | 12:39 | 12:48 | 17:46 | 25:57 | 36:39 | 13:09 | 09:44 |
 | Chainmail | 3 | 9.68% | 97.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 20:21 | 16:46 | 16:46 | 17:47 | 26:30 | 26:30 | 09:44 | 07:12 |
 | Mekansm | 3 | 9.68% | 94.7 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 22:46 | 19:44 | 19:44 | 21:29 | 27:05 | 27:05 | 07:21 | 05:26 |
 | Headdress | 3 | 9.68% | 92.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 17:56 | 14:56 | 14:56 | 16:37 | 22:15 | 22:15 | 07:19 | 05:25 |
 | Buckler | 3 | 9.68% | 89.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 28:05 | 21:54 | 21:54 | 22:38 | 39:43 | 39:43 | 17:49 | 13:11 |
 | Magic Wand | 26 | 83.87% | 86.8 | 53.85% | +33.85% | +17.58% | -20.52% | -7.75% | 11:09 | 05:37 | 08:36 | 10:40 | 13:31 | 17:41 | 04:55 | 03:38 |
 | Wind Lace | 20 | 64.52% | 84.2 | 55.00% | +18.64% | -35.00% | -15.00% | 2.07% | 12:28 | 02:57 | 07:42 | 11:08 | 17:21 | 25:28 | 09:39 | 07:08 |
 | Magic Stick | 30 | 96.77% | 81.6 | 50.00% | +50.00% | +12.50% | +7.14% | -0.58% | 05:34 | -01:29 | 00:33 | 06:37 | 09:44 | 15:16 | 09:11 | 06:48 |
 | Ring of Basilius | 9 | 29.03% | 78.9 | 66.67% | +25.76% | +33.33% | -16.67% | -4.77% | 11:16 | 04:13 | 05:42 | 10:44 | 16:11 | 17:36 | 10:29 | 07:45 |
 | Boots of Speed | 31 | 100.00% | 76.3 | 48.39% | +48.39% | -23.39% | +39.11% | 14.04% | 07:32 | 01:33 | 04:59 | 07:32 | 09:26 | 13:47 | 04:27 | 03:17 |
 | Force Staff | 19 | 61.29% | 73.7 | 52.63% | +10.96% | -12.63% | +7.37% | 7.36% | 24:06 | 18:31 | 21:42 | 23:04 | 24:25 | 35:05 | 02:43 | 02:00 |
 | Arcane Boots | 12 | 38.71% | 71.1 | 58.33% | +16.22% | -25.00% | +41.67% | 9.01% | 21:58 | 10:22 | 12:32 | 15:14 | 19:56 | 57:18 | 07:24 | 05:28 |
 | Fluffy Hat | 23 | 74.19% | 68.4 | 47.83% | -2.17% | -14.50% | +2.17% | 3.00% | 16:55 | 07:01 | 13:06 | 16:48 | 18:39 | 30:05 | 05:33 | 04:06 |
 | Drum of Endurance | 4 | 12.90% | 65.8 | 75.00% | +30.56% | -75.00% | +25.00% | 7.84% | 34:26 | 23:51 | 23:51 | 33:59 | 36:36 | 43:16 | 12:45 | 09:26 |
 | Ring of Protection | 4 | 12.90% | 63.2 | 75.00% | +30.56% | -75.00% | +25.00% | 13.30% | 24:26 | 15:07 | 15:07 | 20:14 | 22:38 | 39:43 | 07:31 | 05:34 |
 | Guardian Greaves | 2 | 6.45% | 60.5 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 26:32 | 25:22 | 25:22 | 27:42 | 27:42 | 27:42 | 02:20 | 01:43 |
 | Crown | 6 | 19.35% | 57.9 | 50.00% | +2.00% | -50.00% | -50.00% | 0.00% | 14:46 | 10:53 | 12:42 | 15:50 | 16:23 | 16:35 | 03:41 | 02:43 |
 | Ghost Scepter | 6 | 19.35% | 55.3 | 50.00% | +2.00% | 0.00% | +50.00% | 6.93% | 34:13 | 22:48 | 27:19 | 32:28 | 34:32 | 54:13 | 07:13 | 05:20 |
 | Veil of Discord | 6 | 19.35% | 52.6 | 50.00% | +2.00% | 0.00% | -50.00% | -21.13% | 17:56 | 15:56 | 16:57 | 17:22 | 19:19 | 19:52 | 02:22 | 01:45 |
 | Glimmer Cape | 12 | 38.71% | 50.0 | 33.33% | -24.56% | -33.33% | 0.00% | 3.15% | 31:20 | 22:53 | 24:17 | 28:41 | 34:52 | 50:37 | 10:35 | 07:50 |
 | Aghanim's Shard | 1 | 3.23% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.23% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:13 | 58:13 | 58:13 | 58:13 | 58:13 | 58:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.23% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.23% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:17 | 44:17 | 44:17 | 44:17 | 44:17 | 44:17 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.23% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.23% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 6.45% | 31.6 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 41:10 | 39:39 | 39:39 | 42:41 | 42:41 | 42:41 | 03:02 | 02:14 |
 | Wraith Band | 3 | 9.68% | 28.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 23:16 | 13:11 | 13:11 | 26:00 | 30:36 | 30:36 | 17:25 | 12:54 |
 | Ring of Health | 4 | 12.90% | 26.3 | 25.00% | -26.85% | +75.00% | -25.00% | -8.77% | 36:57 | 30:01 | 30:01 | 33:54 | 41:25 | 42:27 | 11:24 | 08:26 |
 | Void Stone | 6 | 19.35% | 23.7 | 16.67% | -39.33% | +33.33% | -16.67% | -3.33% | 34:31 | 24:25 | 26:24 | 31:37 | 41:25 | 48:31 | 15:01 | 11:07 |
 | Null Talisman | 1 | 3.23% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:31 | 06:31 | 06:31 | 06:31 | 06:31 | 06:31 | 00:00 | 00:00 |
 | Soul Ring | 1 | 3.23% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.23% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.23% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.23% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.23% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.23% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.23% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 00:00 | 00:00 |