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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 | |
 | Shadow Blade | 4 | 11.43% | 100.0 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 29:16 | 25:41 | 25:41 | 28:41 | 28:58 | 33:42 | 03:17 | 02:25 |
 | Blink Dagger | 17 | 48.57% | 96.4 | 64.71% | +25.82% | +35.29% | +10.29% | -2.28% | 24:56 | 15:47 | 18:49 | 25:21 | 29:47 | 40:17 | 10:58 | 08:07 |
 | Magic Wand | 26 | 74.29% | 92.9 | 57.69% | +24.36% | +13.74% | -24.36% | -6.70% | 10:46 | 03:36 | 07:49 | 08:29 | 13:30 | 29:08 | 05:41 | 04:12 |
 | Magic Stick | 32 | 91.43% | 89.3 | 53.13% | +19.80% | -3.13% | +9.37% | 2.17% | 04:26 | -01:29 | 01:29 | 04:29 | 07:14 | 11:29 | 05:45 | 04:15 |
 | Boots of Speed | 35 | 100.00% | 85.7 | 51.43% | +51.43% | +26.35% | +4.13% | -8.38% | 04:53 | -01:29 | 04:05 | 05:18 | 06:44 | 10:00 | 02:39 | 01:57 |
 | Chainmail | 5 | 14.29% | 82.1 | 80.00% | +33.33% | +20.00% | +20.00% | 0.00% | 15:19 | 08:24 | 08:24 | 16:27 | 18:19 | 18:53 | 09:55 | 07:20 |
 | Arcane Boots | 10 | 28.57% | 78.6 | 60.00% | +12.00% | -26.67% | +40.00% | 20.41% | 14:51 | 08:12 | 10:42 | 12:23 | 13:58 | 33:10 | 03:16 | 02:25 |
 | Wind Lace | 29 | 82.86% | 75.0 | 44.83% | -38.50% | +26.60% | -1.97% | -4.76% | 12:24 | -01:29 | 08:48 | 11:24 | 14:48 | 36:29 | 06:00 | 04:26 |
 | Void Stone | 13 | 37.14% | 71.4 | 53.85% | +3.85% | -20.52% | +12.82% | 2.73% | 19:34 | 10:45 | 12:27 | 17:15 | 24:39 | 35:12 | 12:12 | 09:02 |
 | Force Staff | 6 | 17.14% | 67.9 | 66.67% | +18.39% | +33.33% | -66.67% | -10.51% | 36:55 | 32:26 | 32:49 | 34:04 | 42:20 | 45:24 | 09:31 | 07:02 |
 | Tranquil Boots | 27 | 77.14% | 64.3 | 40.74% | -46.76% | +2.12% | +2.12% | 0.00% | 15:05 | 03:43 | 10:36 | 13:20 | 18:15 | 36:30 | 07:39 | 05:40 |
 | Witch Blade | 4 | 11.43% | 60.7 | 75.00% | +26.61% | +25.00% | -75.00% | 0.00% | 20:29 | 13:15 | 13:15 | 20:45 | 22:33 | 25:21 | 09:18 | 06:53 |
 | Aether Lens | 12 | 34.29% | 57.1 | 50.00% | -2.17% | -16.67% | +16.67% | 3.98% | 22:05 | 14:15 | 16:47 | 19:04 | 25:10 | 36:50 | 08:23 | 06:12 |
 | Urn of Shadows | 2 | 5.71% | 53.6 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 04:03 | 02:55 | 02:55 | 05:11 | 05:11 | 05:11 | 02:16 | 01:40 |
 | Fluffy Hat | 2 | 5.71% | 50.0 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 20:54 | 09:32 | 09:32 | 32:15 | 32:15 | 32:15 | 22:43 | 16:49 |
 | Power Treads | 2 | 5.71% | 46.4 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 14:11 | 12:03 | 12:03 | 16:19 | 16:19 | 16:19 | 04:16 | 03:09 |
 | Ring of Protection | 2 | 5.71% | 42.9 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 00:49 | -01:29 | -01:29 | 03:06 | 03:06 | 03:06 | 04:35 | 03:23 |
 | Ring of Basilius | 8 | 22.86% | 39.3 | 50.00% | -1.85% | 0.00% | 0.00% | 0.00% | 05:03 | 00:30 | 02:08 | 03:24 | 05:11 | 13:03 | 03:03 | 02:15 |
 | Ghost Scepter | 5 | 14.29% | 35.7 | 60.00% | +10.00% | +40.00% | -60.00% | -9.02% | 32:05 | 23:24 | 23:24 | 26:14 | 34:29 | 51:30 | 11:05 | 08:12 |
 | Aghanim's Shard | 3 | 8.57% | 32.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 37:16 | 21:16 | 21:16 | 34:27 | 56:04 | 56:04 | 34:48 | 25:46 |
 | Medallion of Courage | 1 | 2.86% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.86% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.86% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.86% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.86% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.86% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | 00:00 | 00:00 |
 | Glimmer Cape | 10 | 28.57% | 7.1 | 30.00% | -30.00% | +3.33% | -30.00% | -4.96% | 27:26 | 16:02 | 24:47 | 26:56 | 31:30 | 36:20 | 06:43 | 04:58 |
 | Orchid Malevolence | 2 | 5.71% | 3.6 | 50.00% | -1.52% | +50.00% | 0.00% | 0.00% | 25:55 | 20:59 | 20:59 | 30:50 | 30:50 | 30:50 | 09:51 | 07:17 |