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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 | |
 | Hand of Midas | 3 | 21.43% | 100.0 | 66.67% | +48.49% | +33.33% | 0.00% | -25.64% | 10:50 | 10:24 | 10:24 | 10:25 | 11:42 | 11:42 | 01:18 | 00:57 |
 | Aghanim's Scepter | 12 | 85.71% | 96.7 | 33.33% | +33.33% | 0.00% | +33.34% | 7.84% | 24:46 | 17:13 | 22:24 | 22:56 | 26:39 | 32:19 | 04:15 | 03:08 |
 | Quelling Blade | 12 | 85.71% | 93.3 | 33.33% | +33.33% | +33.34% | 0.00% | -6.23% | 03:34 | -01:26 | -01:25 | 00:20 | 06:46 | 15:32 | 08:11 | 06:03 |
 | Ring of Protection | 13 | 92.86% | 90.0 | 30.77% | +30.77% | +2.56% | +2.56% | 0.00% | 06:40 | -01:26 | -01:19 | 04:12 | 08:22 | 27:17 | 09:41 | 07:10 |
 | Boots of Speed | 14 | 100.00% | 86.7 | 28.57% | +28.57% | +21.43% | -28.57% | -14.63% | 02:00 | -01:29 | -00:30 | 02:05 | 03:55 | 05:33 | 04:25 | 03:16 |
 | Tranquil Boots | 4 | 28.57% | 83.3 | 50.00% | +30.00% | +50.00% | -50.00% | -32.61% | 15:23 | 10:51 | 10:51 | 11:18 | 13:55 | 25:26 | 03:04 | 02:16 |
 | Iron Talon | 10 | 71.43% | 80.0 | 30.00% | +5.00% | +3.33% | -30.00% | -6.73% | 02:31 | -01:26 | -00:30 | 00:20 | 05:27 | 08:22 | 05:57 | 04:24 |
 | Black King Bar | 1 | 7.14% | 76.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.14% | 73.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.14% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Void Stone | 1 | 7.14% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 00:00 | 00:00 |
 | Magic Wand | 7 | 50.00% | 63.3 | 28.57% | 0.00% | +21.43% | +21.43% | 0.00% | 08:54 | 03:53 | 06:37 | 09:01 | 10:47 | 12:38 | 04:10 | 03:05 |
 | Urn of Shadows | 7 | 50.00% | 60.0 | 28.57% | 0.00% | +21.43% | -28.57% | -38.46% | 09:39 | 06:07 | 07:15 | 08:15 | 08:33 | 16:25 | 01:18 | 00:57 |
 | Magic Stick | 10 | 71.43% | 56.7 | 20.00% | -30.00% | -20.00% | +30.00% | 14.93% | 06:14 | 03:06 | 03:53 | 05:55 | 07:14 | 10:56 | 03:21 | 02:28 |
 | Vladmir's Offering | 2 | 14.29% | 53.3 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 39:22 | 33:16 | 33:16 | 45:28 | 45:28 | 45:28 | 12:12 | 09:02 |
 | Wind Lace | 2 | 14.29% | 50.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 16:12 | 12:04 | 12:04 | 20:19 | 20:19 | 20:19 | 08:15 | 06:06 |
 | Ring of Basilius | 2 | 14.29% | 46.7 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 36:23 | 27:17 | 27:17 | 45:28 | 45:28 | 45:28 | 18:11 | 13:28 |
 | Headdress | 2 | 14.29% | 43.3 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 36:56 | 28:37 | 28:37 | 45:14 | 45:14 | 45:14 | 16:37 | 12:18 |
 | Morbid Mask | 2 | 14.29% | 40.0 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 37:40 | 30:07 | 30:07 | 45:13 | 45:13 | 45:13 | 15:06 | 11:11 |
 | Ring of Health | 3 | 21.43% | 36.7 | 33.33% | +6.06% | -33.33% | 0.00% | 6.76% | 22:44 | 20:55 | 20:55 | 21:26 | 25:51 | 25:51 | 04:56 | 03:39 |
 | Stout Shield | 7 | 50.00% | 33.3 | 14.29% | -28.57% | +35.71% | -14.29% | -40.00% | 02:19 | -01:25 | 00:58 | 02:06 | 02:13 | 07:59 | 01:15 | 00:55 |
 | Crimson Guard | 2 | 14.29% | 30.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 30:15 | 28:35 | 28:35 | 31:54 | 31:54 | 31:54 | 03:19 | 02:27 |
 | Blink Dagger | 1 | 7.14% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Buckler | 2 | 14.29% | 23.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 27:41 | 26:05 | 26:05 | 29:16 | 29:16 | 29:16 | 03:11 | 02:21 |
 | Vanguard | 2 | 14.29% | 20.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 24:59 | 21:27 | 21:27 | 28:30 | 28:30 | 28:30 | 07:03 | 05:13 |
 | Chainmail | 2 | 14.29% | 16.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 27:41 | 26:05 | 26:05 | 29:16 | 29:16 | 29:16 | 03:11 | 02:21 |
 | Power Treads | 1 | 7.14% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Phase Boots | 3 | 21.43% | 10.0 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 09:09 | 06:17 | 06:17 | 07:03 | 14:08 | 14:08 | 07:51 | 05:48 |
 | Ghost Scepter | 2 | 14.29% | 6.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 38:04 | 34:15 | 34:15 | 41:52 | 41:52 | 41:52 | 07:37 | 05:38 |
 | Flying Courier | 2 | 14.29% | 3.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 03:11 | 03:03 | 03:03 | 03:18 | 03:18 | 03:18 | 00:15 | 00:11 |