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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 | 8 | 50.00% | 100.0 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 30:03 | 20:24 | 26:37 | 29:17 | 32:47 | 40:43 | 06:10 | 04:34 |
 | Vladmir's Offering | 14 | 87.50% | 97.1 | 78.57% | +78.57% | +21.43% | -45.24% | -21.28% | 15:47 | 12:35 | 13:48 | 15:03 | 16:56 | 19:44 | 03:08 | 02:19 |
 | Ring of Basilius | 14 | 87.50% | 94.1 | 78.57% | +78.57% | -3.57% | -11.90% | -2.02% | 11:00 | 08:23 | 08:52 | 09:58 | 13:00 | 16:59 | 04:08 | 03:03 |
 | Buckler | 14 | 87.50% | 91.2 | 78.57% | +78.57% | +21.43% | -11.90% | -10.26% | 11:20 | 07:34 | 09:43 | 10:31 | 12:58 | 15:42 | 03:15 | 02:24 |
 | Helm of the Overlord | 14 | 87.50% | 88.2 | 78.57% | +78.57% | +21.43% | -11.90% | -7.69% | 19:26 | 15:04 | 17:17 | 18:02 | 21:37 | 27:42 | 04:20 | 03:12 |
 | Morbid Mask | 14 | 87.50% | 85.3 | 78.57% | +78.57% | -3.57% | -45.24% | -12.08% | 14:06 | 10:31 | 12:15 | 12:58 | 15:42 | 18:18 | 03:27 | 02:33 |
 | Magic Stick | 7 | 43.75% | 82.4 | 85.71% | +30.15% | +14.29% | +14.29% | 0.00% | 02:08 | -01:29 | -01:29 | 01:59 | 02:50 | 10:15 | 04:19 | 03:11 |
 | Crown | 15 | 93.75% | 79.4 | 73.33% | +73.33% | +1.67% | +1.67% | 0.00% | 04:39 | 01:09 | 04:00 | 04:50 | 05:29 | 06:09 | 01:29 | 01:05 |
 | Helm of the Dominator | 15 | 93.75% | 76.5 | 73.33% | +73.33% | -23.33% | -23.33% | 0.00% | 08:26 | 06:08 | 07:23 | 08:08 | 08:58 | 13:13 | 01:35 | 01:10 |
 | Ring of Protection | 15 | 93.75% | 73.5 | 73.33% | +73.33% | -23.33% | +1.67% | 2.55% | 07:26 | -01:29 | -01:07 | 09:42 | 10:56 | 12:58 | 12:03 | 08:55 |
 | Helm of Iron Will | 15 | 93.75% | 70.6 | 73.33% | +73.33% | +1.67% | +1.67% | 0.00% | 03:26 | 01:46 | 02:16 | 03:10 | 03:34 | 08:06 | 01:18 | 00:57 |
 | Boots of Speed | 16 | 100.00% | 67.6 | 68.75% | +68.75% | +6.25% | -18.75% | -3.04% | 13:25 | -01:28 | 10:01 | 12:35 | 18:15 | 24:11 | 08:14 | 06:05 |
 | Quelling Blade | 16 | 100.00% | 64.7 | 68.75% | +68.75% | +6.25% | -18.75% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 8 | 50.00% | 61.8 | 75.00% | +12.50% | -25.00% | -25.00% | 0.00% | 25:30 | 20:12 | 21:37 | 22:38 | 24:08 | 35:44 | 02:31 | 01:51 |
 | Headdress | 2 | 12.50% | 58.8 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 26:05 | 21:57 | 21:57 | 30:13 | 30:13 | 30:13 | 08:16 | 06:07 |
 | Drum of Endurance | 2 | 12.50% | 55.9 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 23:45 | 21:23 | 21:23 | 26:06 | 26:06 | 26:06 | 04:43 | 03:29 |
 | Hood of Defiance | 2 | 12.50% | 52.9 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 22:05 | 18:02 | 18:02 | 26:07 | 26:07 | 26:07 | 08:05 | 05:59 |
 | Pipe of Insight | 2 | 12.50% | 50.0 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 26:45 | 22:47 | 22:47 | 30:43 | 30:43 | 30:43 | 07:56 | 05:52 |
 | Magic Wand | 2 | 12.50% | 47.1 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 20:13 | 11:56 | 11:56 | 28:29 | 28:29 | 28:29 | 16:33 | 12:15 |
 | Ring of Health | 2 | 12.50% | 44.1 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 21:49 | 17:33 | 17:33 | 26:04 | 26:04 | 26:04 | 08:31 | 06:18 |
 | Wind Lace | 5 | 31.25% | 41.2 | 60.00% | -12.73% | -60.00% | +40.00% | 13.19% | 15:17 | 09:33 | 09:33 | 16:04 | 17:08 | 20:48 | 07:35 | 05:37 |
 | Void Stone | 3 | 18.75% | 38.2 | 66.67% | -2.56% | -66.67% | 0.00% | 2.10% | 34:09 | 15:02 | 15:02 | 40:41 | 46:43 | 46:43 | 31:41 | 23:28 |
 | Black King Bar | 3 | 18.75% | 35.3 | 66.67% | -2.56% | -66.67% | 0.00% | 25.64% | 34:13 | 32:40 | 32:40 | 34:44 | 35:16 | 35:16 | 02:36 | 01:55 |
 | Chainmail | 1 | 6.25% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 00:00 | 00:00 |
 | Force Staff | 1 | 6.25% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 6.25% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Phase Boots | 1 | 6.25% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 00:00 | 00:00 |
 | Soul Ring | 1 | 6.25% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 6.25% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Aether Lens | 2 | 12.50% | 14.7 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 28:02 | 15:09 | 15:09 | 40:55 | 40:55 | 40:55 | 25:46 | 19:05 |
 | Arcane Boots | 1 | 6.25% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Bottle | 1 | 6.25% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 12.50% | 5.9 | 0.00% | -78.57% | 0.00% | 0.00% | 0.00% | 33:10 | 32:23 | 32:23 | 33:57 | 33:57 | 33:57 | 01:34 | 01:09 |
 | Orchid Malevolence | 2 | 12.50% | 2.9 | 0.00% | -78.57% | 0.00% | 0.00% | 0.00% | 12:52 | 09:55 | 09:55 | 15:49 | 15:49 | 15:49 | 05:54 | 04:22 |