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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 | |
 | Black King Bar | 6 | 35.29% | 100.0 | 66.67% | +39.40% | +33.33% | +33.33% | 0.00% | 34:48 | 20:25 | 23:42 | 29:57 | 43:51 | 56:53 | 20:09 | 14:55 |
 | Aghanim's Scepter | 2 | 11.76% | 97.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:36 | 30:05 | 30:05 | 35:07 | 35:07 | 35:07 | 05:02 | 03:43 |
 | Magic Stick | 15 | 88.24% | 94.1 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 05:46 | -01:29 | 02:05 | 02:52 | 08:12 | 21:18 | 06:07 | 04:31 |
 | Magic Wand | 15 | 88.24% | 91.2 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 08:44 | 02:31 | 05:38 | 07:44 | 09:09 | 21:19 | 03:31 | 02:36 |
 | Urn of Shadows | 12 | 70.59% | 88.2 | 41.67% | +1.67% | +58.33% | -41.67% | -16.44% | 07:45 | 03:41 | 05:06 | 05:35 | 11:11 | 13:31 | 06:05 | 04:30 |
 | Ring of Protection | 12 | 70.59% | 85.3 | 41.67% | +1.67% | +58.33% | -8.34% | -10.08% | 05:32 | -01:29 | 02:48 | 03:11 | 09:25 | 13:00 | 06:37 | 04:54 |
 | Boots of Speed | 9 | 52.94% | 82.4 | 44.44% | +6.94% | +5.56% | -44.44% | -17.86% | 05:47 | 03:33 | 04:26 | 04:52 | 07:14 | 08:13 | 02:48 | 02:04 |
 | Spirit Vessel | 10 | 58.82% | 79.4 | 40.00% | -2.86% | -6.67% | -40.00% | -3.68% | 15:32 | 10:06 | 10:26 | 11:51 | 19:30 | 25:12 | 09:04 | 06:42 |
 | Quelling Blade | 10 | 58.82% | 76.5 | 40.00% | -2.86% | -6.67% | +10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Shiva's Guard | 3 | 17.65% | 73.5 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 38:07 | 37:30 | 37:30 | 37:30 | 39:21 | 39:21 | 01:51 | 01:22 |
 | Ring of Health | 11 | 64.71% | 70.6 | 36.36% | -13.64% | -3.03% | +30.31% | 3.41% | 10:37 | 02:17 | 03:02 | 11:54 | 12:49 | 20:10 | 09:47 | 07:14 |
 | Bottle | 7 | 41.18% | 67.6 | 42.86% | +2.86% | +7.14% | -42.86% | -50.00% | 01:46 | 01:16 | 01:41 | 01:46 | 01:46 | 02:15 | 00:05 | 00:03 |
 | Void Stone | 12 | 70.59% | 64.7 | 33.33% | -26.67% | +33.34% | 0.00% | -6.80% | 17:05 | 06:50 | 15:16 | 16:26 | 20:10 | 25:22 | 04:54 | 03:37 |
 | Orb of Venom | 4 | 23.53% | 61.8 | 50.00% | +11.54% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 4 | 23.53% | 58.8 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 15:33 | 10:56 | 10:56 | 12:22 | 15:14 | 23:39 | 04:18 | 03:11 |
 | Octarine Core | 9 | 52.94% | 55.9 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 19:19 | 11:42 | 13:26 | 19:53 | 22:28 | 23:47 | 09:02 | 06:41 |
 | Vanguard | 10 | 58.82% | 52.9 | 30.00% | -27.14% | +3.33% | +20.00% | 1.81% | 11:40 | 04:56 | 06:15 | 12:49 | 15:27 | 16:52 | 09:12 | 06:48 |
 | Glimmer Cape | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 5.88% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.88% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Bracer | 2 | 11.76% | 38.2 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 18:27 | 08:32 | 08:32 | 28:22 | 28:22 | 28:22 | 19:50 | 14:41 |
 | Tranquil Boots | 2 | 11.76% | 35.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 17:38 | 11:37 | 11:37 | 23:39 | 23:39 | 23:39 | 12:02 | 08:54 |
 | Crimson Guard | 3 | 17.65% | 32.4 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 27:02 | 21:55 | 21:55 | 24:49 | 34:23 | 34:23 | 12:28 | 09:14 |
 | Helm of Iron Will | 3 | 17.65% | 29.4 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 24:17 | 18:44 | 18:44 | 23:19 | 30:49 | 30:49 | 12:05 | 08:57 |
 | Sange | 6 | 35.29% | 26.5 | 16.67% | -37.88% | +33.33% | -16.67% | -2.09% | 30:18 | 14:46 | 19:40 | 24:35 | 43:32 | 45:26 | 23:52 | 17:40 |
 | Kaya | 6 | 35.29% | 23.5 | 16.67% | -37.88% | +33.33% | -16.67% | -2.14% | 28:03 | 11:03 | 15:31 | 29:05 | 38:51 | 43:32 | 23:20 | 17:17 |
 | Kaya and Sange | 6 | 35.29% | 20.6 | 16.67% | -37.88% | +33.33% | -16.67% | -2.13% | 31:09 | 14:46 | 20:05 | 29:05 | 43:32 | 45:26 | 23:27 | 17:22 |
 | Arcane Boots | 1 | 5.88% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.88% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 11.76% | 2.9 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 31:43 | 30:23 | 30:23 | 33:02 | 33:02 | 33:02 | 02:39 | 01:57 |