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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 | |
 | Black King Bar | 13 | 56.52% | 100.0 | 84.62% | +64.62% | +15.38% | -17.95% | -5.51% | 31:25 | 23:53 | 24:33 | 28:30 | 30:36 | 1:04:57 | 06:03 | 04:28 |
 | Power Treads | 4 | 17.39% | 97.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 16:20 | 13:36 | 13:36 | 16:19 | 16:49 | 18:37 | 03:13 | 02:22 |
 | Echo Sabre | 15 | 65.22% | 95.6 | 73.33% | +48.33% | +26.67% | +1.67% | -7.81% | 20:36 | 16:18 | 18:35 | 20:23 | 21:47 | 24:41 | 03:12 | 02:22 |
 | Crystalys | 7 | 30.43% | 93.3 | 85.71% | +41.96% | +14.29% | -35.71% | -8.88% | 34:23 | 22:35 | 28:01 | 33:25 | 33:39 | 47:51 | 05:38 | 04:10 |
 | Quelling Blade | 17 | 73.91% | 91.1 | 64.71% | +31.38% | +10.29% | -39.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bottle | 17 | 73.91% | 88.9 | 64.71% | +31.38% | +10.29% | -14.71% | -25.00% | 01:42 | 00:41 | 01:23 | 01:33 | 01:43 | 04:23 | 00:20 | 00:14 |
 | Magic Wand | 18 | 78.26% | 86.7 | 61.11% | +21.11% | -1.11% | -11.11% | -1.32% | 10:32 | 01:22 | 07:31 | 10:15 | 15:06 | 20:22 | 07:35 | 05:37 |
 | Blink Dagger | 23 | 100.00% | 84.4 | 56.52% | +56.52% | +26.81% | -6.52% | -5.93% | 13:14 | 07:57 | 09:49 | 13:06 | 15:26 | 19:01 | 05:37 | 04:09 |
 | Boots of Speed | 23 | 100.00% | 82.2 | 56.52% | +56.52% | -23.19% | +10.15% | 19.81% | 02:00 | -01:29 | -01:28 | 02:57 | 03:09 | 04:44 | 04:37 | 03:25 |
 | Magic Stick | 21 | 91.30% | 80.0 | 57.14% | +7.14% | +22.86% | +2.86% | -2.63% | 06:47 | -01:28 | 02:14 | 06:45 | 09:51 | 18:18 | 07:37 | 05:38 |
 | Aghanim's Shard | 5 | 21.74% | 77.8 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 33:39 | 21:49 | 21:49 | 32:50 | 39:19 | 43:57 | 17:30 | 12:57 |
 | Phase Boots | 12 | 52.17% | 75.6 | 58.33% | +3.78% | +8.34% | -25.00% | -5.88% | 09:30 | 05:21 | 06:29 | 07:57 | 12:09 | 15:19 | 05:40 | 04:11 |
 | Chainmail | 13 | 56.52% | 73.3 | 53.85% | -6.15% | +12.82% | -53.85% | -10.50% | 10:00 | 04:19 | 06:02 | 07:34 | 12:23 | 24:22 | 06:21 | 04:42 |
 | Hand of Midas | 4 | 17.39% | 71.1 | 75.00% | +22.37% | -75.00% | +25.00% | 20.20% | 13:04 | 09:05 | 09:05 | 09:36 | 14:02 | 19:33 | 04:57 | 03:40 |
 | Daedalus | 4 | 17.39% | 68.9 | 75.00% | +22.37% | +25.00% | -75.00% | -8.56% | 44:49 | 36:35 | 36:35 | 37:27 | 48:16 | 56:56 | 11:41 | 08:39 |
 | Aghanim's Scepter | 2 | 8.70% | 66.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 36:29 | 31:39 | 31:39 | 41:18 | 41:18 | 41:18 | 09:39 | 07:08 |
 | Assault Cuirass | 2 | 8.70% | 64.4 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 35:09 | 35:02 | 35:02 | 35:15 | 35:15 | 35:15 | 00:13 | 00:09 |
 | Sange | 2 | 8.70% | 62.2 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 27:16 | 24:15 | 24:15 | 30:16 | 30:16 | 30:16 | 06:01 | 04:27 |
 | Buckler | 2 | 8.70% | 60.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 33:19 | 32:51 | 32:51 | 33:46 | 33:46 | 33:46 | 00:55 | 00:40 |
 | Ring of Protection | 3 | 13.04% | 57.8 | 66.67% | +11.67% | -66.67% | 0.00% | 2.69% | 25:11 | 08:56 | 08:56 | 32:51 | 33:45 | 33:45 | 24:49 | 18:22 |
 | Wind Lace | 11 | 47.83% | 55.6 | 36.36% | -38.64% | -3.03% | -3.03% | 0.00% | 06:12 | 02:13 | 02:52 | 06:47 | 07:02 | 11:47 | 04:10 | 03:05 |
 | Aether Lens | 1 | 4.35% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.35% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Bracer | 1 | 4.35% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:05 | 00:05 | 00:05 | 00:05 | 00:05 | 00:05 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.35% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Satanic | 1 | 4.35% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.35% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 1:33:30 | 00:00 | 00:00 |
 | Yasha | 1 | 4.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.35% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.35% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:55 | 1:15:55 | 1:15:55 | 1:15:55 | 1:15:55 | 1:15:55 | 00:00 | 00:00 |
 | Force Staff | 2 | 8.70% | 33.3 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 35:33 | 31:13 | 31:13 | 39:52 | 39:52 | 39:52 | 08:39 | 06:24 |
 | Fluffy Hat | 2 | 8.70% | 31.1 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 27:59 | 24:45 | 24:45 | 31:13 | 31:13 | 31:13 | 06:28 | 04:47 |
 | Ghost Scepter | 2 | 8.70% | 28.9 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 34:26 | 28:44 | 28:44 | 40:08 | 40:08 | 40:08 | 11:24 | 08:26 |
 | Shadow Blade | 2 | 8.70% | 26.7 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 41:00 | 26:52 | 26:52 | 55:08 | 55:08 | 55:08 | 28:16 | 20:56 |
 | Void Stone | 3 | 13.04% | 24.4 | 33.33% | -26.67% | -33.33% | 0.00% | 0.60% | 40:45 | 20:33 | 20:33 | 25:58 | 1:15:44 | 1:15:44 | 55:11 | 40:52 |
 | Tranquil Boots | 5 | 21.74% | 22.2 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 06:14 | 04:07 | 04:07 | 07:12 | 07:23 | 07:42 | 03:16 | 02:25 |
 | Solar Crest | 1 | 4.35% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 8.70% | 17.8 | 0.00% | -61.90% | 0.00% | 0.00% | 0.00% | 28:24 | 26:07 | 26:07 | 30:41 | 30:41 | 30:41 | 04:34 | 03:22 |
 | Blight Stone | 1 | 4.35% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |
 | Soul Ring | 1 | 4.35% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:01 | 1:04:01 | 1:04:01 | 1:04:01 | 1:04:01 | 1:04:01 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.35% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Crown | 1 | 4.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.35% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.35% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |