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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 | |
 | Blink Dagger | 30 | 88.24% | 100.0 | 63.33% | +38.33% | -0.83% | -6.19% | -0.46% | 18:08 | 07:42 | 11:32 | 16:33 | 23:14 | 36:50 | 11:42 | 08:40 |
 | Black King Bar | 29 | 85.29% | 97.1 | 62.07% | +22.07% | +37.93% | -19.21% | -10.88% | 24:51 | 20:44 | 21:47 | 23:20 | 27:02 | 36:51 | 05:15 | 03:53 |
 | Buckler | 9 | 26.47% | 94.3 | 77.78% | +25.78% | +22.22% | -27.78% | -9.90% | 32:35 | 28:10 | 28:30 | 31:44 | 33:33 | 44:37 | 05:03 | 03:44 |
 | Aghanim's Shard | 22 | 64.71% | 91.4 | 63.64% | +13.64% | +3.03% | -3.64% | -1.39% | 19:01 | 15:01 | 15:41 | 17:52 | 20:29 | 30:45 | 04:48 | 03:33 |
 | Boots of Speed | 34 | 100.00% | 88.6 | 58.82% | +58.82% | +7.85% | -33.82% | -28.41% | 03:04 | -01:29 | 02:43 | 03:23 | 04:11 | 06:20 | 01:28 | 01:05 |
 | Quelling Blade | 30 | 88.24% | 85.7 | 60.00% | +10.00% | -10.00% | +25.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Echo Sabre | 28 | 82.35% | 82.9 | 60.71% | +10.71% | -3.57% | +10.72% | 1.55% | 16:08 | 10:22 | 11:04 | 12:35 | 20:16 | 26:59 | 09:12 | 06:48 |
 | Magic Stick | 31 | 91.18% | 80.0 | 58.06% | -8.61% | +4.44% | -20.56% | -25.00% | 01:15 | -01:29 | -01:29 | 01:20 | 02:22 | 07:36 | 03:51 | 02:51 |
 | Assault Cuirass | 8 | 23.53% | 77.1 | 75.00% | +21.15% | +25.00% | -25.00% | 0.00% | 33:33 | 28:30 | 29:46 | 31:50 | 33:33 | 45:26 | 03:47 | 02:48 |
 | Power Treads | 18 | 52.94% | 74.3 | 61.11% | +4.86% | +18.89% | +13.89% | -3.06% | 05:57 | 04:53 | 05:01 | 05:35 | 06:39 | 08:03 | 01:38 | 01:12 |
 | Crystalys | 16 | 47.06% | 71.4 | 62.50% | +6.94% | +12.50% | +12.50% | 0.00% | 28:11 | 19:01 | 25:07 | 27:35 | 30:13 | 41:15 | 05:06 | 03:46 |
 | Ring of Protection | 14 | 41.18% | 68.6 | 64.29% | +9.29% | -14.29% | -30.96% | -0.62% | 20:38 | 02:07 | 04:40 | 27:32 | 31:44 | 44:37 | 27:04 | 20:02 |
 | Bottle | 11 | 32.35% | 65.7 | 63.64% | +7.12% | +3.03% | -30.31% | -33.34% | 01:36 | 01:07 | 01:14 | 01:37 | 01:47 | 02:09 | 00:33 | 00:24 |
 | Shadow Blade | 18 | 52.94% | 62.9 | 55.56% | -6.94% | +24.44% | +19.44% | -1.73% | 20:35 | 14:20 | 16:20 | 17:29 | 19:13 | 42:35 | 02:53 | 02:08 |
 | Phase Boots | 12 | 35.29% | 60.0 | 58.33% | -0.76% | +41.67% | -25.00% | -9.73% | 12:12 | 07:29 | 07:47 | 11:53 | 14:38 | 15:46 | 06:51 | 05:04 |
 | Chainmail | 12 | 35.29% | 57.1 | 58.33% | -0.76% | +41.67% | -25.00% | -9.59% | 11:42 | 06:45 | 07:13 | 11:12 | 14:10 | 15:14 | 06:57 | 05:08 |
 | Magic Wand | 18 | 52.94% | 54.3 | 50.00% | -18.75% | -10.00% | +50.00% | 19.78% | 06:02 | 01:26 | 04:23 | 05:30 | 07:25 | 13:45 | 03:02 | 02:14 |
 | Silver Edge | 13 | 38.24% | 51.4 | 53.85% | -8.05% | +12.82% | +12.82% | 0.00% | 29:23 | 19:53 | 25:48 | 28:02 | 30:13 | 42:35 | 04:25 | 03:16 |
 | Moon Shard | 5 | 14.71% | 48.6 | 60.00% | +1.38% | +40.00% | -60.00% | 0.00% | 32:00 | 13:00 | 13:00 | 35:20 | 35:40 | 44:45 | 22:40 | 16:47 |
 | Soul Ring | 6 | 17.65% | 45.7 | 50.00% | -10.71% | 0.00% | +50.00% | 0.00% | 06:30 | 04:10 | 04:28 | 05:58 | 06:46 | 11:36 | 02:18 | 01:42 |
 | Wind Lace | 3 | 8.82% | 42.9 | 66.67% | +8.61% | -66.67% | 0.00% | 0.00% | 05:08 | 04:23 | 04:23 | 04:40 | 06:20 | 06:20 | 01:57 | 01:26 |
 | Wraith Band | 4 | 11.76% | 40.0 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 02:08 | 01:23 | 01:23 | 02:05 | 02:20 | 02:43 | 00:57 | 00:42 |
 | Eye of Skadi | 1 | 2.94% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 5.88% | 34.3 | 50.00% | -9.38% | +50.00% | 0.00% | 0.00% | 07:03 | 06:38 | 06:38 | 07:28 | 07:28 | 07:28 | 00:50 | 00:37 |
 | Swift Blink | 2 | 5.88% | 31.4 | 50.00% | -9.38% | +50.00% | 0.00% | 0.00% | 43:18 | 36:56 | 36:56 | 49:40 | 49:40 | 49:40 | 12:44 | 09:25 |
 | Fluffy Hat | 3 | 8.82% | 28.6 | 33.33% | -27.96% | -33.33% | 0.00% | 0.00% | 23:21 | 20:51 | 20:51 | 23:06 | 26:06 | 26:06 | 05:15 | 03:53 |
 | Force Staff | 3 | 8.82% | 25.7 | 33.33% | -27.96% | -33.33% | 0.00% | 0.00% | 25:54 | 23:25 | 23:25 | 27:01 | 27:16 | 27:16 | 03:51 | 02:51 |
 | Satanic | 3 | 8.82% | 22.9 | 33.33% | -27.96% | +66.67% | 0.00% | 0.00% | 37:54 | 31:31 | 31:31 | 40:46 | 41:25 | 41:25 | 09:54 | 07:20 |
 | Morbid Mask | 4 | 11.76% | 20.0 | 25.00% | -38.33% | -25.00% | -25.00% | 0.00% | 32:35 | 28:28 | 28:28 | 30:01 | 31:19 | 40:32 | 02:51 | 02:06 |
 | Lotus Orb | 1 | 2.94% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.94% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Bracer | 2 | 5.88% | 11.4 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 02:02 | 01:50 | 01:50 | 02:13 | 02:13 | 02:13 | 00:23 | 00:17 |
 | Void Stone | 1 | 2.94% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.94% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:17 | 44:17 | 44:17 | 44:17 | 44:17 | 44:17 | 00:00 | 00:00 |