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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 | |
 | Ring of Health | 8 | 33.33% | 100.0 | 75.00% | +62.50% | +25.00% | +25.00% | 0.00% | 29:32 | 23:37 | 24:19 | 26:52 | 31:13 | 38:36 | 06:54 | 05:06 |
 | Magic Stick | 16 | 66.67% | 97.4 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 01:56 | -01:29 | -01:29 | 00:07 | 01:53 | 13:18 | 03:22 | 02:29 |
 | Void Stone | 6 | 25.00% | 94.9 | 66.67% | +44.45% | +33.33% | +33.33% | 0.00% | 27:25 | 23:37 | 24:19 | 25:06 | 28:11 | 36:26 | 03:52 | 02:51 |
 | Swift Blink | 2 | 8.33% | 92.3 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 37:24 | 29:28 | 29:28 | 45:19 | 45:19 | 45:19 | 15:51 | 11:44 |
 | Abyssal Blade | 2 | 8.33% | 89.7 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 35:21 | 31:52 | 31:52 | 38:49 | 38:49 | 38:49 | 06:57 | 05:08 |
 | Eye of Skadi | 2 | 8.33% | 87.2 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 31:45 | 24:44 | 24:44 | 38:45 | 38:45 | 38:45 | 14:01 | 10:22 |
 | Vanguard | 2 | 8.33% | 84.6 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 35:05 | 31:33 | 31:33 | 38:36 | 38:36 | 38:36 | 07:03 | 05:13 |
 | Magic Wand | 13 | 54.17% | 82.1 | 46.15% | +27.97% | -12.82% | +20.52% | 7.69% | 05:19 | 00:51 | 02:28 | 03:54 | 06:48 | 13:51 | 04:20 | 03:12 |
 | Gleipnir | 7 | 29.17% | 79.5 | 57.14% | +33.61% | +42.86% | -57.14% | -25.75% | 26:11 | 21:02 | 22:06 | 24:39 | 25:59 | 39:19 | 03:53 | 02:52 |
 | Crown | 7 | 29.17% | 76.9 | 57.14% | +33.61% | +42.86% | -57.14% | -37.50% | 23:34 | 17:53 | 19:26 | 21:56 | 22:06 | 34:49 | 02:40 | 01:58 |
 | Rod of Atos | 7 | 29.17% | 74.4 | 57.14% | +33.61% | +42.86% | -57.14% | -20.20% | 25:37 | 19:52 | 21:02 | 24:05 | 25:59 | 39:19 | 04:57 | 03:40 |
 | Black King Bar | 20 | 83.33% | 71.8 | 40.00% | +40.00% | +40.00% | -20.00% | -25.17% | 19:33 | 16:18 | 18:05 | 20:04 | 20:28 | 23:08 | 02:23 | 01:45 |
 | Skull Basher | 14 | 58.33% | 69.2 | 42.86% | +22.86% | +7.14% | -9.53% | -1.98% | 31:34 | 21:39 | 26:48 | 29:46 | 35:14 | 43:44 | 08:26 | 06:14 |
 | Chainmail | 23 | 95.83% | 66.7 | 34.78% | +34.78% | -1.45% | -18.11% | -12.82% | 05:13 | 02:00 | 04:12 | 04:58 | 05:30 | 13:54 | 01:18 | 00:57 |
 | Phase Boots | 23 | 95.83% | 64.1 | 34.78% | +34.78% | +31.89% | -18.11% | -50.00% | 06:24 | 04:35 | 05:31 | 05:45 | 06:16 | 14:29 | 00:45 | 00:33 |
 | Blink Dagger | 5 | 20.83% | 61.5 | 60.00% | +33.68% | +40.00% | -60.00% | 0.00% | 32:09 | 25:41 | 25:41 | 31:44 | 36:18 | 37:24 | 10:37 | 07:51 |
 | Linken's Sphere | 5 | 20.83% | 59.0 | 60.00% | +33.68% | +40.00% | -60.00% | 0.00% | 27:57 | 26:01 | 26:01 | 26:54 | 28:36 | 31:23 | 02:35 | 01:54 |
 | Wraith Band | 5 | 20.83% | 56.4 | 60.00% | +33.68% | +40.00% | +40.00% | 0.00% | 02:09 | 00:38 | 00:38 | 02:32 | 02:54 | 03:03 | 02:16 | 01:40 |
 | Javelin | 24 | 100.00% | 53.8 | 33.33% | +33.33% | -16.66% | 0.00% | 9.09% | 08:41 | 06:50 | 07:48 | 08:42 | 09:38 | 10:31 | 01:50 | 01:21 |
 | Maelstrom | 24 | 100.00% | 51.3 | 33.33% | +33.33% | 0.00% | -16.66% | -5.99% | 12:36 | 10:20 | 10:49 | 12:32 | 13:36 | 15:09 | 02:47 | 02:03 |
 | Boots of Speed | 24 | 100.00% | 48.7 | 33.33% | +33.33% | +33.34% | -16.66% | -29.41% | 03:25 | 00:59 | 02:26 | 03:15 | 04:08 | 05:47 | 01:42 | 01:15 |
 | Quelling Blade | 20 | 83.33% | 46.2 | 35.00% | +10.00% | -15.00% | +5.00% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:06 | 00:00 | 00:00 |
 | Mjollnir | 6 | 25.00% | 43.6 | 50.00% | +22.22% | -50.00% | +50.00% | 22.14% | 29:27 | 24:55 | 26:55 | 29:17 | 31:26 | 34:35 | 04:31 | 03:20 |
 | Falcon Blade | 3 | 12.50% | 41.0 | 66.67% | +38.10% | -66.67% | 0.00% | 0.00% | 06:44 | 04:31 | 04:31 | 07:43 | 07:58 | 07:58 | 03:27 | 02:33 |
 | Fluffy Hat | 3 | 12.50% | 38.5 | 66.67% | +38.10% | -66.67% | 0.00% | 0.00% | 05:32 | 01:44 | 01:44 | 07:20 | 07:31 | 07:31 | 05:47 | 04:17 |
 | Wind Lace | 3 | 12.50% | 35.9 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 15:25 | 12:00 | 12:00 | 13:28 | 20:48 | 20:48 | 08:48 | 06:31 |
 | Silver Edge | 1 | 4.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 4.17% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.17% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.17% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.17% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Aghanim's Shard | 9 | 37.50% | 17.9 | 22.22% | -17.78% | -22.22% | -22.22% | 0.00% | 31:30 | 21:37 | 27:56 | 31:59 | 35:03 | 39:04 | 07:07 | 05:16 |
 | Manta Style | 5 | 20.83% | 15.4 | 20.00% | -16.84% | -20.00% | -20.00% | 0.00% | 26:23 | 17:52 | 17:52 | 25:30 | 26:15 | 38:09 | 08:23 | 06:12 |
 | Yasha | 6 | 25.00% | 12.8 | 16.67% | -22.22% | -16.67% | -16.67% | 0.00% | 21:53 | 13:55 | 19:31 | 20:10 | 22:21 | 34:23 | 02:50 | 02:05 |
 | Nullifier | 1 | 4.17% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 4.17% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Power Treads | 1 | 4.17% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |