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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 | |
 | Soul Ring | 3 | 17.65% | 100.0 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 07:21 | 06:11 | 06:11 | 07:38 | 08:14 | 08:14 | 02:03 | 01:31 |
 | Kaya | 2 | 11.76% | 96.6 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 30:09 | 29:40 | 29:40 | 30:38 | 30:38 | 30:38 | 00:58 | 00:42 |
 | Boots of Travel | 2 | 11.76% | 93.1 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 33:50 | 29:46 | 29:46 | 37:54 | 37:54 | 37:54 | 08:08 | 06:01 |
 | Blink Dagger | 15 | 88.24% | 89.7 | 40.00% | +40.00% | -15.00% | +10.00% | 6.79% | 23:34 | 15:06 | 21:12 | 24:21 | 24:53 | 30:35 | 03:41 | 02:43 |
 | Ring of Protection | 16 | 94.12% | 86.2 | 37.50% | +37.50% | -37.50% | +37.50% | 75.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:28 | 07:58 | 00:01 | 00:00 |
 | Aghanim's Scepter | 17 | 100.00% | 82.8 | 35.29% | +35.29% | +39.71% | -35.29% | -35.16% | 17:38 | 15:05 | 16:19 | 17:11 | 18:27 | 23:05 | 02:08 | 01:34 |
 | Boots of Speed | 17 | 100.00% | 79.3 | 35.29% | +35.29% | -10.29% | +14.71% | 4.76% | 04:01 | -01:29 | 01:57 | 02:30 | 07:12 | 07:35 | 05:15 | 03:53 |
 | Magic Stick | 14 | 82.35% | 75.9 | 35.71% | +2.38% | +14.29% | +30.96% | 14.93% | 01:38 | -01:29 | -01:29 | -01:29 | 02:36 | 12:45 | 04:05 | 03:01 |
 | Black King Bar | 14 | 82.35% | 72.4 | 35.71% | +2.38% | +39.29% | -35.71% | -13.68% | 26:00 | 22:01 | 23:03 | 24:42 | 28:32 | 31:47 | 05:29 | 04:03 |
 | Hood of Defiance | 3 | 17.65% | 69.0 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 12:34 | 06:39 | 06:39 | 11:46 | 19:17 | 19:17 | 12:38 | 09:21 |
 | Chainmail | 16 | 94.12% | 65.5 | 31.25% | -68.75% | -6.25% | +18.75% | 4.64% | 06:46 | 02:17 | 03:37 | 05:46 | 09:00 | 17:24 | 05:23 | 03:59 |
 | Phase Boots | 16 | 94.12% | 62.1 | 31.25% | -68.75% | +18.75% | +18.75% | 0.00% | 08:19 | 04:57 | 05:58 | 07:18 | 09:29 | 17:42 | 03:31 | 02:36 |
 | Magic Wand | 11 | 64.71% | 58.6 | 36.36% | +3.03% | -3.03% | -3.03% | 0.00% | 10:43 | -01:29 | 06:16 | 09:31 | 13:15 | 22:27 | 06:59 | 05:10 |
 | Shiva's Guard | 7 | 41.18% | 55.2 | 42.86% | +12.86% | +57.14% | -42.86% | -15.83% | 36:51 | 32:18 | 32:23 | 35:39 | 38:42 | 45:20 | 06:19 | 04:40 |
 | Quelling Blade | 8 | 47.06% | 51.7 | 37.50% | +4.17% | +12.50% | -37.50% | -50.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:28 | 00:11 | 00:01 | 00:00 |
 | Refresher Orb | 4 | 23.53% | 48.3 | 50.00% | +19.23% | -50.00% | -50.00% | 0.00% | 42:55 | 33:39 | 33:39 | 39:25 | 40:24 | 58:13 | 06:45 | 05:00 |
 | Ring of Health | 10 | 58.82% | 44.8 | 30.00% | -12.86% | +36.67% | -30.00% | -17.17% | 09:11 | 02:54 | 03:02 | 03:13 | 06:55 | 32:21 | 03:53 | 02:52 |
 | Wraith Band | 1 | 5.88% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 00:00 | 00:00 |
 | Sange | 1 | 5.88% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.88% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Vanguard | 6 | 35.29% | 27.6 | 33.33% | -3.03% | -33.33% | -33.33% | 0.00% | 06:41 | 06:18 | 06:31 | 06:32 | 06:57 | 07:13 | 00:26 | 00:19 |
 | Ghost Scepter | 2 | 11.76% | 24.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 35:20 | 33:06 | 33:06 | 37:34 | 37:34 | 37:34 | 04:28 | 03:18 |
 | Aghanim's Shard | 2 | 11.76% | 20.7 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 23:51 | 19:44 | 19:44 | 27:57 | 27:57 | 27:57 | 08:13 | 06:05 |
 | Void Stone | 4 | 23.53% | 17.2 | 25.00% | -13.46% | -25.00% | -25.00% | 0.00% | 37:34 | 29:37 | 29:37 | 32:21 | 39:05 | 49:13 | 09:28 | 07:00 |
 | Bottle | 1 | 5.88% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |
 | Wind Lace | 2 | 11.76% | 6.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 07:11 | 07:01 | 07:01 | 07:21 | 07:21 | 07:21 | 00:20 | 00:14 |
 | Overwhelming Blink | 1 | 5.88% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |