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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 | |
 | Magic Wand | 7 | 87.50% | 100.0 | 85.71% | +85.71% | -35.71% | +14.29% | 17.65% | 01:30 | -01:29 | -01:29 | -01:28 | 04:19 | 07:21 | 05:48 | 04:17 |
 | Fluffy Hat | 3 | 37.50% | 97.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 17:31 | 04:51 | 04:51 | 17:22 | 30:20 | 30:20 | 25:29 | 18:52 |
 | Magic Stick | 3 | 37.50% | 94.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 01:42 | 01:17 | 01:17 | 01:35 | 02:14 | 02:14 | 00:57 | 00:42 |
 | Void Stone | 3 | 37.50% | 92.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 19:12 | 09:23 | 09:23 | 09:49 | 38:25 | 38:25 | 29:02 | 21:30 |
 | Shiva's Guard | 3 | 37.50% | 89.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 34:43 | 29:40 | 29:40 | 33:14 | 41:16 | 41:16 | 11:36 | 08:35 |
 | Black King Bar | 6 | 75.00% | 86.8 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 31:46 | 20:35 | 22:16 | 25:15 | 41:18 | 52:27 | 19:02 | 14:05 |
 | Boots of Speed | 8 | 100.00% | 84.2 | 75.00% | +75.00% | -25.00% | +25.00% | 48.39% | 03:49 | 01:47 | 03:05 | 03:34 | 04:07 | 06:24 | 01:02 | 00:45 |
 | Chainmail | 8 | 100.00% | 81.6 | 75.00% | +75.00% | +25.00% | -75.00% | -51.28% | 09:03 | 06:03 | 06:48 | 07:56 | 08:45 | 13:24 | 01:57 | 01:26 |
 | Guardian Greaves | 6 | 75.00% | 78.9 | 66.67% | -33.33% | +33.33% | -66.67% | -19.93% | 16:31 | 14:01 | 14:20 | 15:25 | 19:21 | 19:37 | 05:01 | 03:42 |
 | Mekansm | 6 | 75.00% | 76.3 | 66.67% | -33.33% | +33.33% | -66.67% | -37.50% | 12:34 | 10:25 | 11:10 | 11:36 | 13:50 | 16:19 | 02:40 | 01:58 |
 | Ring of Protection | 6 | 75.00% | 73.7 | 66.67% | -33.33% | +33.33% | -66.67% | -34.48% | 12:45 | 07:54 | 11:55 | 12:59 | 14:49 | 15:34 | 02:54 | 02:08 |
 | Headdress | 6 | 75.00% | 71.1 | 66.67% | -33.33% | +33.33% | +33.33% | 0.00% | 10:05 | 09:21 | 09:47 | 10:10 | 10:14 | 10:46 | 00:27 | 00:20 |
 | Arcane Boots | 6 | 75.00% | 68.4 | 66.67% | -33.33% | -16.67% | +33.33% | 41.67% | 06:18 | 05:01 | 05:25 | 05:41 | 06:37 | 09:04 | 01:12 | 00:53 |
 | Buckler | 6 | 75.00% | 65.8 | 66.67% | -33.33% | +33.33% | -66.67% | -41.10% | 14:10 | 12:30 | 13:07 | 13:21 | 15:33 | 15:42 | 02:26 | 01:48 |
 | Blink Dagger | 2 | 25.00% | 63.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:16 | 21:33 | 21:33 | 24:58 | 24:58 | 24:58 | 03:25 | 02:31 |
 | Sange | 2 | 25.00% | 60.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 26:30 | 16:31 | 16:31 | 36:28 | 36:28 | 36:28 | 19:57 | 14:46 |
 | Kaya | 2 | 25.00% | 57.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 26:59 | 18:01 | 18:01 | 35:56 | 35:56 | 35:56 | 17:55 | 13:16 |
 | Kaya and Sange | 2 | 25.00% | 55.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 27:32 | 18:26 | 18:26 | 36:38 | 36:38 | 36:38 | 18:12 | 13:28 |
 | Refresher Orb | 2 | 25.00% | 52.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 51:27 | 49:43 | 49:43 | 53:11 | 53:11 | 53:11 | 03:28 | 02:34 |
 | Eul's Scepter of Divinity | 2 | 25.00% | 50.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 12:38 | 12:31 | 12:31 | 12:45 | 12:45 | 12:45 | 00:14 | 00:10 |
 | Phase Boots | 2 | 25.00% | 47.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 08:39 | 08:27 | 08:27 | 08:50 | 08:50 | 08:50 | 00:23 | 00:17 |
 | Force Staff | 2 | 25.00% | 44.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 27:32 | 21:01 | 21:01 | 34:03 | 34:03 | 34:03 | 13:02 | 09:39 |
 | Quelling Blade | 2 | 25.00% | 42.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 13:02 | -01:21 | -01:21 | 27:25 | 27:25 | 27:25 | 28:46 | 21:18 |
 | Bottle | 2 | 25.00% | 39.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 00:52 | 00:18 | 00:18 | 01:26 | 01:26 | 01:26 | 01:08 | 00:50 |
 | Scythe of Vyse | 2 | 25.00% | 36.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 40:17 | 38:25 | 38:25 | 42:08 | 42:08 | 42:08 | 03:43 | 02:45 |
 | Aghanim's Shard | 4 | 50.00% | 34.2 | 75.00% | 0.00% | +25.00% | -75.00% | -12.32% | 23:45 | 18:30 | 18:30 | 23:10 | 26:37 | 26:42 | 08:07 | 06:00 |
 | Wraith Band | 4 | 50.00% | 31.6 | 75.00% | 0.00% | -75.00% | +25.00% | 85.71% | 02:20 | 01:24 | 01:24 | 02:12 | 02:34 | 03:10 | 01:10 | 00:51 |
 | Wind Lace | 5 | 62.50% | 28.9 | 60.00% | -40.00% | +40.00% | +40.00% | 0.00% | 08:22 | 04:23 | 04:23 | 08:43 | 09:15 | 11:21 | 04:52 | 03:36 |
 | Ring of Health | 3 | 37.50% | 26.3 | 66.67% | -13.33% | -66.67% | 0.00% | 1.59% | 25:16 | 07:53 | 07:53 | 18:11 | 49:43 | 49:43 | 41:50 | 30:59 |
 | Falcon Blade | 1 | 12.50% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:13 | 06:13 | 06:13 | 06:13 | 06:13 | 06:13 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 12.50% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Wind Waker | 1 | 12.50% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 12.50% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 25.00% | 13.2 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 27:45 | 26:50 | 26:50 | 28:39 | 28:39 | 28:39 | 01:49 | 01:20 |
 | Hood of Defiance | 2 | 25.00% | 10.5 | 50.00% | -33.33% | -50.00% | 0.00% | 0.00% | 13:16 | 08:07 | 08:07 | 18:24 | 18:24 | 18:24 | 10:17 | 07:37 |
 | Pipe of Insight | 2 | 25.00% | 7.9 | 50.00% | -33.33% | -50.00% | 0.00% | 0.00% | 17:22 | 12:17 | 12:17 | 22:27 | 22:27 | 22:27 | 10:10 | 07:31 |
 | Crown | 1 | 12.50% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 12.50% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |