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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 | |
 | Ring of Protection | 15 | 44.12% | 100.0 | 53.33% | +21.75% | +46.67% | -28.33% | -19.23% | 03:25 | -01:29 | 01:32 | 03:02 | 05:26 | 12:32 | 03:54 | 02:53 |
 | Magic Stick | 33 | 97.06% | 97.6 | 42.42% | +42.42% | -17.42% | -4.92% | 5.28% | 02:26 | -01:29 | -01:29 | 00:56 | 03:51 | 16:12 | 05:20 | 03:57 |
 | Blink Dagger | 24 | 70.59% | 95.1 | 45.83% | +15.83% | +20.84% | +4.17% | -2.68% | 18:34 | 11:00 | 13:23 | 15:25 | 19:36 | 33:21 | 06:13 | 04:36 |
 | Boots of Speed | 34 | 100.00% | 92.7 | 41.18% | +41.18% | +3.26% | +8.82% | 2.02% | 05:39 | -01:29 | 04:26 | 05:06 | 07:11 | 10:51 | 02:45 | 02:02 |
 | Aghanim's Shard | 22 | 64.71% | 90.2 | 45.45% | +12.12% | +4.55% | +14.55% | 1.55% | 21:07 | 15:08 | 16:44 | 18:32 | 23:11 | 37:08 | 06:27 | 04:46 |
 | Soul Ring | 14 | 41.18% | 87.8 | 50.00% | +15.00% | 0.00% | -16.67% | -4.55% | 05:11 | 02:16 | 03:03 | 03:47 | 06:43 | 12:33 | 03:40 | 02:42 |
 | Fluffy Hat | 9 | 26.47% | 85.4 | 55.56% | +19.56% | -5.56% | -5.56% | 0.00% | 15:51 | -01:29 | 09:57 | 14:56 | 20:46 | 29:14 | 10:49 | 08:00 |
 | Tranquil Boots | 4 | 11.76% | 82.9 | 75.00% | +38.33% | +25.00% | -75.00% | 0.00% | 17:30 | 13:44 | 13:44 | 13:51 | 21:04 | 21:20 | 07:20 | 05:25 |
 | Power Treads | 12 | 35.29% | 80.5 | 50.00% | +13.64% | -16.67% | -16.67% | 0.00% | 08:57 | 07:09 | 07:39 | 08:17 | 09:22 | 12:28 | 01:43 | 01:16 |
 | Quelling Blade | 2 | 5.88% | 78.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 02:11 | -01:29 | -01:29 | 05:50 | 05:50 | 05:50 | 07:19 | 05:25 |
 | Eul's Scepter of Divinity | 2 | 5.88% | 75.6 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 22:36 | 21:17 | 21:17 | 23:54 | 23:54 | 23:54 | 02:37 | 01:56 |
 | Void Stone | 2 | 5.88% | 73.2 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 17:06 | 13:00 | 13:00 | 21:12 | 21:12 | 21:12 | 08:12 | 06:04 |
 | Magic Wand | 21 | 61.76% | 70.7 | 38.10% | -8.05% | -18.10% | +21.90% | 4.08% | 08:51 | 01:57 | 03:14 | 07:30 | 13:02 | 18:35 | 09:48 | 07:15 |
 | Black King Bar | 11 | 32.35% | 68.3 | 45.45% | +6.32% | +21.22% | +21.22% | 0.00% | 27:12 | 24:22 | 24:59 | 26:45 | 28:33 | 31:07 | 03:34 | 02:38 |
 | Blight Stone | 15 | 44.12% | 65.9 | 40.00% | -2.11% | -40.00% | +10.00% | 3.05% | 10:01 | -01:29 | -01:29 | 05:04 | 17:52 | 33:06 | 19:21 | 14:20 |
 | Wind Lace | 15 | 44.12% | 63.4 | 40.00% | -2.11% | +60.00% | -15.00% | -14.11% | 18:26 | 05:47 | 13:51 | 17:12 | 19:10 | 33:06 | 05:19 | 03:56 |
 | Force Staff | 6 | 17.65% | 61.0 | 50.00% | +10.71% | +50.00% | -50.00% | -10.53% | 24:26 | 17:37 | 18:24 | 23:14 | 27:54 | 32:41 | 09:30 | 07:02 |
 | Chainmail | 10 | 29.41% | 58.5 | 40.00% | -1.67% | -40.00% | -40.00% | 0.00% | 19:44 | 05:22 | 12:30 | 16:41 | 26:42 | 33:06 | 14:12 | 10:31 |
 | Arcane Boots | 10 | 29.41% | 56.1 | 40.00% | -1.67% | -6.67% | +60.00% | 12.05% | 14:21 | 06:04 | 07:50 | 10:26 | 13:22 | 31:37 | 05:32 | 04:05 |
 | Glimmer Cape | 3 | 8.82% | 53.7 | 66.67% | +27.96% | +33.33% | 0.00% | 0.00% | 36:38 | 20:59 | 20:59 | 36:25 | 52:30 | 52:30 | 31:31 | 23:20 |
 | Medallion of Courage | 9 | 26.47% | 51.2 | 33.33% | -10.67% | -33.33% | -33.33% | 0.00% | 19:39 | 08:12 | 09:42 | 17:52 | 26:42 | 33:06 | 17:00 | 12:35 |
 | Buckler | 1 | 2.94% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Bottle | 1 | 2.94% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Headdress | 1 | 2.94% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.94% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.94% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.94% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 6 | 17.65% | 34.1 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 26:49 | 14:53 | 22:24 | 24:06 | 32:17 | 37:32 | 09:53 | 07:19 |
 | Bracer | 7 | 20.59% | 31.7 | 28.57% | -15.87% | -28.57% | +21.43% | 42.86% | 03:50 | 01:27 | 02:02 | 02:45 | 03:12 | 11:19 | 01:10 | 00:51 |
 | Crown | 8 | 23.53% | 29.3 | 25.00% | -21.15% | -25.00% | +25.00% | 11.58% | 18:46 | 10:56 | 14:41 | 16:18 | 19:00 | 33:06 | 04:19 | 03:11 |
 | Drum of Endurance | 2 | 5.88% | 26.8 | 50.00% | +9.37% | -50.00% | 0.00% | 0.00% | 19:33 | 18:24 | 18:24 | 20:41 | 20:41 | 20:41 | 02:17 | 01:41 |
 | Helm of the Dominator | 2 | 5.88% | 24.4 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 29:41 | 20:17 | 20:17 | 39:05 | 39:05 | 39:05 | 18:48 | 13:55 |
 | Helm of Iron Will | 2 | 5.88% | 22.0 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 23:59 | 15:59 | 15:59 | 31:58 | 31:58 | 31:58 | 15:59 | 11:50 |
 | Daedalus | 2 | 5.88% | 19.5 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 38:39 | 30:16 | 30:16 | 47:01 | 47:01 | 47:01 | 16:45 | 12:24 |
 | Crystalys | 3 | 8.82% | 17.1 | 33.33% | -8.61% | +66.67% | 0.00% | 0.00% | 36:18 | 26:25 | 26:25 | 37:13 | 45:17 | 45:17 | 18:52 | 13:58 |
 | Solar Crest | 6 | 17.65% | 14.6 | 16.67% | -29.76% | -16.67% | -16.67% | 0.00% | 23:11 | 17:36 | 19:28 | 20:36 | 25:29 | 33:06 | 06:01 | 04:27 |
 | Veil of Discord | 1 | 2.94% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.94% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.94% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.94% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |