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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 | 14 | 58.33% | 100.0 | 71.43% | +51.43% | +28.57% | +28.57% | 0.00% | 30:57 | 21:31 | 28:37 | 31:25 | 33:44 | 43:46 | 05:07 | 03:47 |
 | Blade Mail | 15 | 62.50% | 96.8 | 66.67% | +44.45% | +8.33% | +8.33% | 0.00% | 20:21 | 16:31 | 17:54 | 19:27 | 20:45 | 32:31 | 02:51 | 02:06 |
 | Bracer | 9 | 37.50% | 93.5 | 66.67% | +26.67% | +33.33% | -16.67% | -12.77% | 04:16 | 01:32 | 01:57 | 03:43 | 05:52 | 08:23 | 03:55 | 02:54 |
 | Chainmail | 23 | 95.83% | 90.3 | 52.17% | +52.17% | -2.17% | -2.17% | 0.00% | 11:00 | 02:00 | 04:16 | 08:51 | 16:35 | 31:17 | 12:19 | 09:07 |
 | Blink Dagger | 24 | 100.00% | 87.1 | 50.00% | +50.00% | +33.33% | -33.33% | -21.86% | 13:52 | 10:33 | 11:58 | 13:07 | 15:01 | 19:53 | 03:03 | 02:15 |
 | Quelling Blade | 24 | 100.00% | 83.9 | 50.00% | +50.00% | +33.33% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 24 | 100.00% | 80.6 | 50.00% | +50.00% | 0.00% | -16.67% | -4.45% | 04:57 | 01:30 | 02:43 | 04:21 | 06:28 | 10:19 | 03:45 | 02:46 |
 | Ring of Protection | 14 | 58.33% | 77.4 | 57.14% | +17.14% | +17.86% | -57.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 22 | 91.67% | 74.2 | 50.00% | 0.00% | -50.00% | +30.00% | 14.59% | 03:28 | -01:29 | -01:28 | 01:00 | 06:57 | 13:36 | 08:25 | 06:14 |
 | Phase Boots | 15 | 62.50% | 71.0 | 53.33% | +8.89% | +46.67% | -28.33% | -24.59% | 08:59 | 04:47 | 06:28 | 06:58 | 09:31 | 22:10 | 03:03 | 02:15 |
 | Ring of Health | 19 | 79.17% | 67.7 | 47.37% | -12.63% | +12.63% | +12.63% | 0.00% | 09:41 | 02:59 | 03:33 | 04:41 | 06:41 | 53:03 | 03:08 | 02:19 |
 | Vanguard | 11 | 45.83% | 64.5 | 54.55% | +8.40% | +45.45% | -21.22% | -20.10% | 08:50 | 05:47 | 06:17 | 08:53 | 09:36 | 15:12 | 03:19 | 02:27 |
 | Magic Wand | 17 | 70.83% | 61.3 | 47.06% | -10.08% | -47.06% | +27.94% | 11.66% | 10:06 | 04:09 | 07:10 | 08:36 | 13:36 | 16:52 | 06:26 | 04:45 |
 | Arcane Blink | 2 | 8.33% | 58.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 39:13 | 36:33 | 36:33 | 41:53 | 41:53 | 41:53 | 05:20 | 03:57 |
 | Aghanim's Scepter | 2 | 8.33% | 54.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 35:30 | 29:46 | 29:46 | 41:13 | 41:13 | 41:13 | 11:27 | 08:28 |
 | Aghanim's Shard | 2 | 8.33% | 51.6 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 45:33 | 41:06 | 41:06 | 49:59 | 49:59 | 49:59 | 08:53 | 06:34 |
 | Void Stone | 3 | 12.50% | 48.4 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 45:40 | 31:51 | 31:51 | 52:06 | 53:03 | 53:03 | 21:12 | 15:42 |
 | Lotus Orb | 3 | 12.50% | 45.2 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 45:54 | 31:51 | 31:51 | 52:33 | 53:18 | 53:18 | 21:27 | 15:53 |
 | Wind Lace | 10 | 41.67% | 41.9 | 30.00% | -34.29% | +70.00% | -30.00% | -12.42% | 14:07 | 07:18 | 08:00 | 08:24 | 16:03 | 40:34 | 08:03 | 05:57 |
 | Headdress | 1 | 4.17% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.17% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Skull Basher | 1 | 4.17% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Sange | 1 | 4.17% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 4.17% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.17% | 22.6 | 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 |
 | Hood of Defiance | 7 | 29.17% | 19.4 | 28.57% | -30.25% | -28.57% | +21.43% | 5.44% | 13:42 | 06:17 | 07:38 | 16:25 | 16:49 | 20:55 | 09:11 | 06:48 |
 | Ghost Scepter | 1 | 4.17% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 4.17% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 01:46 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 8.33% | 9.7 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 34:06 | 27:38 | 27:38 | 40:34 | 40:34 | 40:34 | 12:56 | 09:34 |
 | Crimson Guard | 1 | 4.17% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |