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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 | 50 | 73.53% | 100.0 | 54.00% | +26.22% | -15.54% | -20.67% | -0.75% | 26:29 | 15:26 | 22:28 | 24:47 | 29:20 | 46:54 | 06:52 | 05:05 |
 | Aether Lens | 60 | 88.24% | 97.0 | 50.00% | +25.00% | -3.33% | -16.67% | -3.34% | 18:56 | 12:34 | 15:34 | 16:52 | 19:34 | 39:48 | 04:00 | 02:57 |
 | Aghanim's Scepter | 10 | 14.71% | 93.9 | 70.00% | +26.90% | -3.33% | -20.00% | -3.91% | 38:21 | 33:45 | 36:06 | 36:25 | 40:22 | 45:08 | 04:16 | 03:09 |
 | Boots of Speed | 68 | 100.00% | 90.9 | 47.06% | +47.06% | -5.88% | +5.88% | 5.98% | 01:05 | -01:29 | -01:29 | 00:18 | 03:27 | 07:11 | 04:56 | 03:39 |
 | Magic Stick | 66 | 97.06% | 87.9 | 46.97% | -3.03% | -5.79% | +3.03% | 1.62% | 04:21 | 00:26 | 01:28 | 02:24 | 06:55 | 17:04 | 05:27 | 04:02 |
 | Arcane Boots | 61 | 89.71% | 84.8 | 47.54% | +4.68% | +12.46% | -20.87% | -7.69% | 09:10 | 04:29 | 06:36 | 08:50 | 10:56 | 22:36 | 04:20 | 03:12 |
 | Void Stone | 65 | 95.59% | 81.8 | 46.15% | -20.52% | +10.10% | -21.15% | -7.27% | 16:29 | 08:48 | 13:20 | 15:18 | 17:38 | 37:05 | 04:18 | 03:11 |
 | Eul's Scepter of Divinity | 17 | 25.00% | 78.8 | 58.82% | +15.68% | -8.82% | -8.82% | 0.00% | 27:26 | 12:00 | 23:08 | 28:57 | 31:21 | 38:39 | 08:13 | 06:05 |
 | Wind Lace | 48 | 70.59% | 75.8 | 45.83% | -4.17% | -4.16% | -4.16% | 0.00% | 11:52 | -01:29 | 06:10 | 10:16 | 16:21 | 40:31 | 10:11 | 07:32 |
 | Glimmer Cape | 7 | 10.29% | 72.7 | 71.43% | +27.17% | +28.57% | +28.57% | 0.00% | 28:34 | 18:23 | 23:57 | 30:33 | 31:02 | 36:11 | 07:05 | 05:14 |
 | Magic Wand | 33 | 48.53% | 69.7 | 45.45% | -3.12% | +4.55% | +4.55% | 0.00% | 12:22 | 03:48 | 06:50 | 10:50 | 13:14 | 35:24 | 06:24 | 04:44 |
 | Force Staff | 17 | 25.00% | 66.7 | 52.94% | +7.84% | +22.06% | -2.94% | -1.56% | 34:33 | 18:58 | 24:34 | 34:45 | 40:35 | 49:34 | 16:01 | 11:51 |
 | Tranquil Boots | 25 | 36.76% | 63.6 | 44.00% | -4.84% | -10.67% | +6.00% | 2.69% | 20:17 | 09:04 | 15:32 | 18:24 | 21:44 | 40:32 | 06:12 | 04:35 |
 | Ghost Scepter | 4 | 5.88% | 60.6 | 50.00% | +3.12% | -50.00% | +50.00% | 0.00% | 37:18 | 35:06 | 35:06 | 36:23 | 36:57 | 40:47 | 01:51 | 01:22 |
 | Shadow Blade | 1 | 1.47% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 00:00 | 00:00 |
 | Bracer | 5 | 7.35% | 54.5 | 40.00% | -7.62% | -40.00% | +60.00% | 14.46% | 15:38 | 12:22 | 12:22 | 13:40 | 19:17 | 20:01 | 06:55 | 05:07 |
 | Null Talisman | 5 | 7.35% | 51.5 | 40.00% | -7.62% | +60.00% | -40.00% | -16.95% | 12:41 | 06:37 | 06:37 | 09:47 | 12:31 | 24:57 | 05:54 | 04:22 |
 | Aeon Disk | 3 | 4.41% | 48.5 | 33.33% | -14.36% | -33.33% | 0.00% | 0.00% | 1:04:20 | 60:53 | 60:53 | 1:02:27 | 1:09:39 | 1:09:39 | 08:46 | 06:29 |
 | Lotus Orb | 3 | 4.41% | 45.5 | 33.33% | -14.36% | -33.33% | 0.00% | 0.00% | 41:58 | 35:37 | 35:37 | 38:57 | 51:19 | 51:19 | 15:42 | 11:37 |
 | Spirit Vessel | 3 | 4.41% | 42.4 | 33.33% | -14.36% | +66.67% | 0.00% | 0.00% | 16:53 | 15:07 | 15:07 | 17:14 | 18:18 | 18:18 | 03:11 | 02:21 |
 | Ring of Health | 3 | 4.41% | 39.4 | 33.33% | -14.36% | -33.33% | 0.00% | 0.00% | 38:13 | 28:13 | 28:13 | 35:15 | 51:11 | 51:11 | 22:58 | 17:00 |
 | Urn of Shadows | 4 | 5.88% | 36.4 | 25.00% | -23.44% | +75.00% | -25.00% | 0.00% | 11:40 | 08:56 | 08:56 | 09:20 | 12:37 | 15:48 | 03:41 | 02:43 |
 | Ring of Protection | 4 | 5.88% | 33.3 | 25.00% | -23.44% | -25.00% | -25.00% | 0.00% | 09:41 | 02:08 | 02:08 | 08:56 | 11:53 | 15:48 | 09:45 | 07:13 |
 | Medallion of Courage | 1 | 1.47% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.47% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.47% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.47% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:23 | 1:22:23 | 1:22:23 | 1:22:23 | 1:22:23 | 1:22:23 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.47% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.47% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:58 | 1:25:58 | 1:25:58 | 1:25:58 | 1:25:58 | 1:25:58 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.47% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Javelin | 1 | 1.47% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 00:00 | 00:00 |
 | Crown | 2 | 2.94% | 6.1 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 11:18 | 03:33 | 03:33 | 19:02 | 19:02 | 19:02 | 15:29 | 11:28 |
 | Refresher Orb | 1 | 1.47% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:29:53 | 1:29:53 | 1:29:53 | 1:29:53 | 1:29:53 | 1:29:53 | 00:00 | 00:00 |