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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 | |
 | Hood of Defiance | 9 | 24.32% | 100.0 | 88.89% | +31.75% | +11.11% | +11.11% | 0.00% | 13:50 | 06:45 | 07:41 | 12:15 | 17:06 | 24:41 | 09:25 | 06:58 |
 | Wind Lace | 15 | 40.54% | 96.6 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 06:48 | 02:34 | 04:30 | 05:17 | 07:19 | 16:47 | 02:49 | 02:05 |
 | Pipe of Insight | 5 | 13.51% | 93.1 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 24:04 | 20:51 | 20:51 | 21:57 | 25:24 | 30:19 | 04:33 | 03:22 |
 | Headdress | 5 | 13.51% | 89.7 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 23:16 | 18:29 | 18:29 | 21:22 | 25:24 | 29:49 | 06:55 | 05:07 |
 | Magic Stick | 34 | 91.89% | 86.2 | 67.65% | +34.32% | +10.13% | -5.15% | -4.04% | 06:05 | 00:50 | 03:55 | 05:38 | 07:42 | 16:23 | 03:47 | 02:48 |
 | Chainmail | 37 | 100.00% | 82.8 | 64.86% | +64.86% | -9.30% | +1.81% | 1.50% | 09:29 | 03:01 | 05:01 | 07:39 | 12:25 | 24:39 | 07:24 | 05:28 |
 | Stout Shield | 37 | 100.00% | 79.3 | 64.86% | +64.86% | +12.92% | +12.92% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Blink Dagger | 37 | 100.00% | 75.9 | 64.86% | +64.86% | -9.30% | +1.81% | 3.00% | 13:15 | 08:01 | 11:20 | 13:02 | 15:02 | 18:44 | 03:42 | 02:44 |
 | Boots of Speed | 37 | 100.00% | 72.4 | 64.86% | +64.86% | +12.92% | +1.81% | -4.25% | 04:19 | 01:44 | 02:41 | 03:46 | 05:18 | 08:35 | 02:37 | 01:56 |
 | Blade Mail | 36 | 97.30% | 69.0 | 63.89% | -36.11% | +2.78% | +2.78% | 0.00% | 20:47 | 13:18 | 16:14 | 19:14 | 21:07 | 42:20 | 04:53 | 03:37 |
 | Ring of Health | 27 | 72.97% | 65.5 | 66.67% | +6.67% | +4.76% | +19.04% | 5.10% | 06:02 | 02:19 | 03:26 | 04:26 | 06:14 | 29:13 | 02:48 | 02:04 |
 | Void Stone | 9 | 24.32% | 62.1 | 77.78% | +17.07% | -27.78% | -27.78% | 0.00% | 26:37 | 15:20 | 16:31 | 20:53 | 29:13 | 1:01:15 | 12:42 | 09:24 |
 | Phase Boots | 28 | 75.68% | 58.6 | 60.71% | -17.07% | -3.57% | -17.85% | -4.04% | 09:13 | 03:22 | 06:03 | 07:37 | 09:35 | 31:54 | 03:32 | 02:37 |
 | Magic Wand | 18 | 48.65% | 55.2 | 61.11% | -7.31% | -1.11% | -11.11% | -0.61% | 14:22 | 04:05 | 06:58 | 08:43 | 23:17 | 33:08 | 16:19 | 12:05 |
 | Vanguard | 18 | 48.65% | 51.7 | 61.11% | -7.31% | +18.89% | -11.11% | -9.18% | 08:46 | 04:11 | 05:24 | 06:45 | 08:40 | 35:03 | 03:16 | 02:25 |
 | Black King Bar | 21 | 56.76% | 48.3 | 52.38% | -28.87% | +27.62% | -32.38% | -9.47% | 30:36 | 22:19 | 26:12 | 27:36 | 32:32 | 49:00 | 06:20 | 04:41 |
 | Quelling Blade | 15 | 40.54% | 44.8 | 53.33% | -19.40% | -28.33% | +21.67% | 31.25% | 01:38 | -01:29 | 00:38 | 01:07 | 02:14 | 06:30 | 01:36 | 01:11 |
 | Shadow Blade | 8 | 21.62% | 41.4 | 62.50% | -3.02% | -12.50% | +37.50% | 0.00% | 32:58 | 23:21 | 26:03 | 28:09 | 37:19 | 50:10 | 11:16 | 08:20 |
 | Eul's Scepter of Divinity | 6 | 16.22% | 37.9 | 66.67% | +2.15% | -16.67% | -66.67% | 0.00% | 22:04 | 18:46 | 20:13 | 21:09 | 21:23 | 29:36 | 01:10 | 00:51 |
 | Buckler | 9 | 24.32% | 34.5 | 55.56% | -12.30% | -5.56% | -55.56% | 0.00% | 32:07 | 16:29 | 21:15 | 35:49 | 37:28 | 45:35 | 16:13 | 12:00 |
 | Crimson Guard | 9 | 24.32% | 31.0 | 55.56% | -12.30% | -5.56% | -55.56% | 0.00% | 32:43 | 18:05 | 21:15 | 36:11 | 37:28 | 45:35 | 16:13 | 12:00 |
 | Lotus Orb | 2 | 5.41% | 27.6 | 100.00% | +37.14% | 0.00% | 0.00% | 0.00% | 27:50 | 26:26 | 26:26 | 29:13 | 29:13 | 29:13 | 02:47 | 02:03 |
 | Tranquil Boots | 1 | 2.70% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.70% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.70% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.70% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.70% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:15 | 1:01:15 | 1:01:15 | 1:01:15 | 1:01:15 | 1:01:15 | 00:00 | 00:00 |
 | Ring of Tarrasque | 1 | 2.70% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 00:00 | 00:00 |
 | Bracer | 3 | 8.11% | 3.4 | 33.33% | -34.32% | -33.33% | 0.00% | 0.00% | 11:07 | 07:32 | 07:32 | 08:38 | 17:10 | 17:10 | 09:38 | 07:08 |