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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 | 10.71% | 100.0 | 100.00% | +72.00% | 0.00% | 0.00% | 0.00% | 07:21 | 06:11 | 06:11 | 07:38 | 08:14 | 08:14 | 02:03 | 01:31 |
 | Blink Dagger | 24 | 85.71% | 97.4 | 41.67% | +41.67% | -8.34% | +8.33% | 4.05% | 22:43 | 13:50 | 20:46 | 22:50 | 24:53 | 30:35 | 04:07 | 03:02 |
 | Aether Lens | 4 | 14.29% | 94.9 | 75.00% | +45.83% | +25.00% | -75.00% | 0.00% | 29:20 | 24:55 | 24:55 | 29:59 | 30:37 | 31:49 | 05:42 | 04:13 |
 | Boots of Travel | 2 | 7.14% | 92.3 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 33:50 | 29:46 | 29:46 | 37:54 | 37:54 | 37:54 | 08:08 | 06:01 |
 | Boots of Speed | 28 | 100.00% | 89.7 | 35.71% | +35.71% | -21.42% | +7.15% | 7.52% | 04:02 | -01:29 | 02:13 | 03:23 | 06:01 | 07:35 | 03:48 | 02:48 |
 | Magic Stick | 25 | 89.29% | 87.2 | 36.00% | +2.67% | -19.33% | +30.67% | 44.78% | 01:46 | -01:29 | -01:29 | 01:02 | 02:36 | 12:45 | 04:05 | 03:01 |
 | Magic Wand | 22 | 78.57% | 84.6 | 36.36% | +3.03% | -19.69% | +3.64% | 4.93% | 08:56 | -01:29 | 05:48 | 07:49 | 10:32 | 22:27 | 04:44 | 03:30 |
 | Void Stone | 8 | 28.57% | 82.1 | 50.00% | +20.00% | +50.00% | 0.00% | -16.95% | 33:04 | 24:55 | 29:24 | 29:52 | 32:21 | 49:13 | 02:57 | 02:11 |
 | Ring of Protection | 17 | 60.71% | 79.5 | 35.29% | -1.07% | +14.71% | +14.71% | 0.00% | -00:05 | -01:29 | -01:29 | -01:29 | -01:28 | 07:58 | 00:01 | 00:00 |
 | Tranquil Boots | 9 | 32.14% | 76.9 | 44.44% | +12.86% | +5.56% | +5.56% | 0.00% | 05:29 | 03:38 | 04:36 | 05:44 | 06:05 | 07:30 | 01:29 | 01:05 |
 | Ghost Scepter | 6 | 21.43% | 74.4 | 50.00% | +18.18% | 0.00% | +50.00% | 11.19% | 34:36 | 23:30 | 33:06 | 33:47 | 37:34 | 42:57 | 04:28 | 03:18 |
 | Aghanim's Scepter | 19 | 67.86% | 71.8 | 31.58% | -12.86% | +28.42% | -31.58% | -28.13% | 17:51 | 15:05 | 16:19 | 17:11 | 18:27 | 23:15 | 02:08 | 01:34 |
 | Black King Bar | 15 | 53.57% | 69.2 | 33.33% | -5.13% | +41.67% | -33.33% | -13.68% | 26:23 | 22:01 | 23:03 | 25:38 | 28:32 | 31:47 | 05:29 | 04:03 |
 | Hood of Defiance | 3 | 10.71% | 66.7 | 66.67% | +34.67% | +33.33% | 0.00% | 0.00% | 12:34 | 06:39 | 06:39 | 11:46 | 19:17 | 19:17 | 12:38 | 09:21 |
 | Kaya | 3 | 10.71% | 64.1 | 66.67% | +34.67% | +33.33% | 0.00% | 0.00% | 32:11 | 29:40 | 29:40 | 30:38 | 36:16 | 36:16 | 06:36 | 04:53 |
 | Shiva's Guard | 7 | 25.00% | 61.5 | 42.86% | +9.53% | +57.14% | -42.86% | -15.83% | 36:51 | 32:18 | 32:23 | 35:39 | 38:42 | 45:20 | 06:19 | 04:40 |
 | Phase Boots | 17 | 60.71% | 59.0 | 29.41% | -16.04% | +20.59% | +20.59% | 0.00% | 08:20 | 04:57 | 05:58 | 07:38 | 09:29 | 17:42 | 03:31 | 02:36 |
 | Wind Lace | 12 | 42.86% | 56.4 | 33.33% | -4.17% | 0.00% | -33.33% | -15.87% | 01:27 | -01:29 | -01:29 | -01:29 | 03:35 | 11:18 | 05:04 | 03:45 |
 | Chainmail | 18 | 64.29% | 53.8 | 27.78% | -22.22% | +12.22% | +22.22% | 2.10% | 06:57 | 02:17 | 04:14 | 06:13 | 09:00 | 17:24 | 04:46 | 03:31 |
 | Ring of Health | 13 | 46.43% | 51.3 | 30.77% | -9.23% | +2.56% | +2.56% | 0.00% | 08:54 | 01:59 | 02:54 | 03:13 | 06:55 | 32:21 | 04:01 | 02:58 |
 | Glimmer Cape | 8 | 28.57% | 48.7 | 37.50% | +2.50% | +12.50% | +12.50% | 0.00% | 18:00 | 12:45 | 13:01 | 15:58 | 20:27 | 27:37 | 07:26 | 05:30 |
 | Quelling Blade | 8 | 28.57% | 46.2 | 37.50% | +2.50% | +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 | 14.29% | 43.6 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 42:55 | 33:39 | 33:39 | 39:25 | 40:24 | 58:13 | 06:45 | 05:00 |
 | Headdress | 1 | 3.57% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Sange | 1 | 3.57% | 38.5 | 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 | 3.57% | 35.9 | 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 |
 | Wraith Band | 1 | 3.57% | 33.3 | 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 |
 | Fluffy Hat | 1 | 3.57% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.57% | 28.2 | 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 |
 | Pipe of Insight | 1 | 3.57% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Vanguard | 8 | 28.57% | 23.1 | 25.00% | -15.00% | -25.00% | +25.00% | 50.00% | 06:23 | 04:32 | 06:18 | 06:31 | 06:34 | 07:13 | 00:16 | 00:11 |
 | Aghanim's Shard | 5 | 17.86% | 20.5 | 20.00% | -19.13% | +80.00% | -20.00% | -11.88% | 27:58 | 19:44 | 19:44 | 27:57 | 28:09 | 38:56 | 08:25 | 06:14 |
 | Overwhelming Blink | 1 | 3.57% | 17.9 | 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 |
 | Bottle | 1 | 3.57% | 15.4 | 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 |
 | Crimson Guard | 1 | 3.57% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:57 | 11:57 | 11:57 | 11:57 | 11:57 | 11:57 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.57% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.57% | 7.7 | 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 |
 | Linken's Sphere | 1 | 3.57% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 41:35 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.57% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |