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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 | |
 | Boots of Speed | 17 | 100.00% | 100.0 | 47.06% | +47.06% | +27.94% | -47.06% | -48.91% | 04:30 | -01:29 | 03:48 | 05:06 | 05:20 | 07:16 | 01:32 | 01:08 |
 | Aghanim's Scepter | 9 | 52.94% | 96.8 | 55.56% | +18.06% | -5.56% | +44.44% | 4.19% | 22:39 | 13:16 | 14:22 | 19:54 | 26:18 | 38:49 | 11:56 | 08:50 |
 | Mekansm | 2 | 11.76% | 93.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 15:27 | 14:15 | 14:15 | 16:39 | 16:39 | 16:39 | 02:24 | 01:46 |
 | Headdress | 2 | 11.76% | 90.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:01 | 11:01 | 11:22 | 11:22 | 11:22 | 00:21 | 00:15 |
 | Buckler | 2 | 11.76% | 87.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 21:23 | 15:52 | 15:52 | 26:54 | 26:54 | 26:54 | 11:02 | 08:10 |
 | Guardian Greaves | 2 | 11.76% | 83.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 23:49 | 18:20 | 18:20 | 29:17 | 29:17 | 29:17 | 10:57 | 08:06 |
 | Magic Stick | 15 | 88.24% | 80.6 | 46.67% | -3.33% | +28.33% | +3.33% | -6.10% | 03:41 | -01:29 | 00:46 | 02:55 | 04:52 | 16:21 | 04:06 | 03:02 |
 | Magic Wand | 15 | 88.24% | 77.4 | 46.67% | -3.33% | +28.33% | +3.33% | -4.79% | 09:26 | 01:00 | 05:42 | 08:58 | 10:55 | 21:37 | 05:13 | 03:51 |
 | Tranquil Boots | 7 | 41.18% | 74.2 | 57.14% | +17.14% | +42.86% | -7.14% | -12.00% | 11:13 | 05:19 | 06:35 | 07:47 | 10:45 | 29:06 | 04:10 | 03:05 |
 | Ring of Protection | 7 | 41.18% | 71.0 | 57.14% | +17.14% | -57.14% | +42.86% | 23.08% | 07:54 | -01:29 | -01:29 | 05:22 | 05:49 | 26:54 | 07:18 | 05:24 |
 | Wind Lace | 9 | 52.94% | 67.7 | 44.44% | -5.56% | +55.56% | -44.44% | -11.15% | 11:54 | 04:08 | 05:58 | 09:14 | 14:56 | 29:01 | 08:58 | 06:38 |
 | Black King Bar | 3 | 17.65% | 64.5 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 30:33 | 22:42 | 22:42 | 29:28 | 39:30 | 39:30 | 16:48 | 12:26 |
 | Arcane Boots | 3 | 17.65% | 61.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 11:18 | 10:15 | 10:15 | 10:43 | 12:55 | 12:55 | 02:40 | 01:58 |
 | Glimmer Cape | 3 | 17.65% | 58.1 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 26:04 | 23:05 | 23:05 | 26:21 | 28:46 | 28:46 | 05:41 | 04:12 |
 | Chainmail | 3 | 17.65% | 54.8 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 13:52 | 11:52 | 11:52 | 12:52 | 16:53 | 16:53 | 05:01 | 03:42 |
 | Soul Ring | 3 | 17.65% | 51.6 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 05:37 | 04:51 | 04:51 | 05:46 | 06:15 | 06:15 | 01:24 | 01:02 |
 | Aghanim's Shard | 3 | 17.65% | 48.4 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 23:04 | 21:31 | 21:31 | 22:21 | 25:21 | 25:21 | 03:50 | 02:50 |
 | Bottle | 7 | 41.18% | 45.2 | 42.86% | -7.14% | +57.14% | +7.14% | -40.00% | 03:45 | 02:08 | 02:13 | 02:56 | 03:28 | 07:50 | 01:15 | 00:55 |
 | Blink Dagger | 4 | 23.53% | 41.9 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 22:25 | 18:02 | 18:02 | 19:35 | 23:08 | 28:53 | 05:06 | 03:46 |
 | Shiva's Guard | 1 | 5.88% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 29.41% | 32.3 | 40.00% | -10.00% | -40.00% | +60.00% | 4.78% | 26:38 | 13:21 | 13:21 | 21:59 | 34:15 | 43:02 | 20:54 | 15:28 |
 | Bracer | 7 | 41.18% | 29.0 | 28.57% | -31.43% | -28.57% | +21.43% | 17.24% | 05:23 | -01:29 | 01:44 | 03:21 | 04:38 | 16:44 | 02:54 | 02:08 |
 | Ethereal Blade | 1 | 5.88% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Null Talisman | 2 | 11.76% | 22.6 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 10:37 | 09:36 | 09:36 | 11:38 | 11:38 | 11:38 | 02:02 | 01:30 |
 | Medallion of Courage | 1 | 5.88% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Blight Stone | 2 | 11.76% | 12.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 10:27 | 01:52 | 01:52 | 19:01 | 19:01 | 19:01 | 17:09 | 12:42 |
 | Quelling Blade | 1 | 5.88% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:48 | 11:48 | 11:48 | 11:48 | 11:48 | 11:48 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 11.76% | 6.5 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 12:17 | 11:18 | 11:18 | 13:15 | 13:15 | 13:15 | 01:57 | 01:26 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |