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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 | |
 | Aghanim's Shard | 17 | 39.53% | 100.0 | 52.94% | +29.86% | +22.06% | -2.94% | -3.52% | 27:07 | 20:17 | 22:44 | 25:15 | 29:50 | 43:08 | 07:06 | 05:15 |
 | Void Stone | 19 | 44.19% | 96.9 | 47.37% | +22.37% | +12.63% | -7.37% | -1.99% | 35:25 | 24:57 | 29:09 | 34:52 | 39:13 | 49:06 | 10:04 | 07:27 |
 | Shiva's Guard | 30 | 69.77% | 93.8 | 40.00% | +16.92% | +10.00% | +17.14% | 1.54% | 28:25 | 23:15 | 25:40 | 27:00 | 30:18 | 38:27 | 04:38 | 03:25 |
 | Hand of Midas | 41 | 95.35% | 90.6 | 36.59% | +36.59% | -16.59% | +13.41% | 17.82% | 10:53 | 07:20 | 10:11 | 10:51 | 11:52 | 13:31 | 01:41 | 01:14 |
 | Magic Stick | 38 | 88.37% | 87.5 | 36.84% | +16.84% | -6.84% | -3.51% | 0.64% | 03:34 | -01:29 | 00:58 | 02:18 | 06:10 | 13:05 | 05:12 | 03:51 |
 | Black King Bar | 42 | 97.67% | 84.4 | 35.71% | +35.71% | +0.65% | -15.71% | -6.82% | 18:05 | 14:44 | 16:11 | 17:21 | 18:35 | 27:32 | 02:24 | 01:46 |
 | Ring of Health | 18 | 41.86% | 81.3 | 44.44% | +16.44% | -4.44% | -19.44% | -1.37% | 35:21 | 24:57 | 29:28 | 33:03 | 40:26 | 49:06 | 10:58 | 08:07 |
 | Blink Dagger | 43 | 100.00% | 78.1 | 34.88% | +34.88% | -7.61% | -16.70% | -2.77% | 19:29 | 12:26 | 17:51 | 19:31 | 21:08 | 27:14 | 03:17 | 02:25 |
 | Chainmail | 43 | 100.00% | 75.0 | 34.88% | +34.88% | -16.70% | -7.61% | 4.43% | 05:08 | 01:44 | 03:50 | 05:01 | 05:53 | 11:12 | 02:03 | 01:31 |
 | Phase Boots | 43 | 100.00% | 71.9 | 34.88% | +34.88% | +10.57% | -7.61% | -12.40% | 06:43 | 05:03 | 05:42 | 06:25 | 07:10 | 11:40 | 01:28 | 01:05 |
 | Boots of Speed | 43 | 100.00% | 68.8 | 34.88% | +34.88% | +10.57% | +1.48% | -6.82% | 02:58 | -01:29 | 02:11 | 03:02 | 03:31 | 07:37 | 01:20 | 00:59 |
 | Magic Wand | 29 | 67.44% | 65.6 | 37.93% | +9.36% | -23.64% | -23.64% | 0.00% | 07:52 | 01:33 | 04:02 | 06:43 | 10:42 | 22:27 | 06:40 | 04:56 |
 | Overwhelming Blink | 2 | 4.65% | 62.5 | 100.00% | +68.29% | 0.00% | 0.00% | 0.00% | 35:09 | 31:15 | 31:15 | 39:03 | 39:03 | 39:03 | 07:48 | 05:46 |
 | Quelling Blade | 39 | 90.70% | 59.4 | 33.33% | -16.67% | +6.67% | +6.67% | 0.00% | -00:53 | -01:29 | -01:29 | -01:29 | -01:28 | 14:34 | 00:01 | 00:00 |
 | Ring of Protection | 25 | 58.14% | 56.3 | 36.00% | +2.67% | -36.00% | -2.67% | 10.31% | 01:59 | -01:29 | -01:29 | -01:28 | 04:43 | 12:15 | 06:12 | 04:35 |
 | Soul Ring | 22 | 51.16% | 53.1 | 36.36% | +3.03% | +30.31% | -16.36% | -10.29% | 06:37 | 01:54 | 03:50 | 06:28 | 08:22 | 12:51 | 04:32 | 03:21 |
 | Refresher Orb | 16 | 37.21% | 50.0 | 37.50% | +4.17% | +12.50% | -37.50% | -5.98% | 38:23 | 30:13 | 32:28 | 37:17 | 40:50 | 49:29 | 08:22 | 06:11 |
 | Wind Lace | 9 | 20.93% | 46.9 | 44.44% | +12.09% | +5.56% | +5.56% | 0.00% | 04:05 | -01:28 | -01:28 | 03:42 | 06:43 | 13:12 | 08:11 | 06:03 |
 | Fluffy Hat | 3 | 6.98% | 43.8 | 66.67% | +34.17% | +33.33% | 0.00% | 0.00% | 25:37 | 03:07 | 03:07 | 36:34 | 37:10 | 37:10 | 34:03 | 25:13 |
 | Heaven's Halberd | 1 | 2.33% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.33% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.33% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Sange | 1 | 2.33% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.33% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.33% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 00:00 | 00:00 |
 | Bottle | 7 | 16.28% | 18.8 | 28.57% | -7.54% | +21.43% | +21.43% | 0.00% | 01:29 | 01:05 | 01:06 | 01:30 | 01:39 | 01:51 | 00:33 | 00:24 |
 | Force Staff | 2 | 4.65% | 15.6 | 50.00% | +15.85% | +50.00% | 0.00% | 0.00% | 36:53 | 36:34 | 36:34 | 37:11 | 37:11 | 37:11 | 00:37 | 00:27 |
 | Aeon Disk | 4 | 9.30% | 12.5 | 25.00% | -10.90% | -25.00% | -25.00% | 0.00% | 39:22 | 35:29 | 35:29 | 35:30 | 39:32 | 46:56 | 04:03 | 03:00 |
 | Bracer | 2 | 4.65% | 9.4 | 0.00% | -36.59% | 0.00% | 0.00% | 0.00% | 02:44 | 01:49 | 01:49 | 03:38 | 03:38 | 03:38 | 01:49 | 01:20 |
 | Arcane Blink | 1 | 2.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.33% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |