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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 | |
 | Phase Boots | 6 | 54.55% | 100.0 | 66.67% | +46.67% | -16.67% | +33.33% | 10.17% | 15:44 | 08:58 | 09:07 | 10:09 | 14:02 | 41:15 | 04:55 | 03:38 |
 | Hood of Defiance | 2 | 18.18% | 96.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 17:45 | 17:10 | 17:10 | 18:20 | 18:20 | 18:20 | 01:10 | 00:51 |
 | Vanguard | 9 | 81.82% | 93.3 | 55.56% | +55.56% | +44.44% | -55.56% | -44.12% | 07:53 | 05:03 | 06:25 | 07:56 | 08:41 | 10:35 | 02:16 | 01:40 |
 | Chainmail | 7 | 63.64% | 90.0 | 57.14% | +32.14% | -57.14% | -7.14% | 7.09% | 17:01 | 06:05 | 06:29 | 08:37 | 13:32 | 41:02 | 07:03 | 05:13 |
 | Bracer | 7 | 63.64% | 86.7 | 57.14% | +32.14% | +42.86% | -57.14% | -81.08% | 04:39 | -01:29 | 01:39 | 01:55 | 02:53 | 21:52 | 01:14 | 00:54 |
 | Ring of Health | 10 | 90.91% | 83.3 | 50.00% | +50.00% | -16.67% | -50.00% | -20.62% | 07:51 | 03:01 | 03:23 | 04:26 | 05:00 | 39:50 | 01:37 | 01:11 |
 | Blink Dagger | 11 | 100.00% | 80.0 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 14:52 | 11:19 | 12:57 | 15:04 | 15:41 | 20:25 | 02:44 | 02:01 |
 | Boots of Speed | 11 | 100.00% | 76.7 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 05:58 | 01:58 | 03:01 | 06:39 | 07:04 | 10:04 | 04:03 | 03:00 |
 | Quelling Blade | 9 | 81.82% | 73.3 | 44.44% | -5.56% | -44.44% | +55.56% | 0.00% | 01:03 | -01:29 | -01:29 | -01:29 | -01:29 | 14:31 | 00:00 | 00:00 |
 | Black King Bar | 6 | 54.55% | 70.0 | 50.00% | +10.00% | +50.00% | -50.00% | -14.32% | 28:36 | 24:19 | 25:03 | 26:40 | 32:02 | 33:30 | 06:59 | 05:10 |
 | Void Stone | 3 | 27.27% | 66.7 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 36:10 | 19:06 | 19:06 | 39:50 | 49:35 | 49:35 | 30:29 | 22:34 |
 | Aghanim's Scepter | 3 | 27.27% | 63.3 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 39:06 | 34:17 | 34:17 | 35:24 | 47:38 | 47:38 | 13:21 | 09:53 |
 | Crimson Guard | 4 | 36.36% | 60.0 | 50.00% | +7.14% | +50.00% | +50.00% | 0.00% | 18:54 | 13:33 | 13:33 | 14:50 | 19:07 | 28:06 | 05:34 | 04:07 |
 | Ring of Protection | 4 | 36.36% | 56.7 | 50.00% | +7.14% | +50.00% | -50.00% | -100.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:26 | 00:01 | 00:00 |
 | Helm of Iron Will | 4 | 36.36% | 53.3 | 50.00% | +7.14% | +50.00% | +50.00% | 0.00% | 16:50 | 11:55 | 11:55 | 12:52 | 17:39 | 24:55 | 05:44 | 04:14 |
 | Fluffy Hat | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 9.09% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Force Staff | 1 | 9.09% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 9.09% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Headdress | 1 | 9.09% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Magic Stick | 6 | 54.55% | 30.0 | 33.33% | -26.67% | -33.33% | -33.33% | 0.00% | 10:02 | -01:29 | -01:25 | 02:24 | 19:49 | 23:34 | 21:14 | 15:43 |
 | Refresher Orb | 2 | 18.18% | 26.7 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 44:49 | 40:01 | 40:01 | 49:36 | 49:36 | 49:36 | 09:35 | 07:05 |
 | Overwhelming Blink | 2 | 18.18% | 23.3 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 29:25 | 23:42 | 23:42 | 35:07 | 35:07 | 35:07 | 11:25 | 08:27 |
 | Magic Wand | 4 | 36.36% | 20.0 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 14:28 | 06:40 | 06:40 | 10:18 | 17:19 | 23:34 | 10:39 | 07:53 |
 | Sange | 1 | 9.09% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 9.09% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Power Treads | 1 | 9.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |
 | Wind Lace | 1 | 9.09% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 3 | 27.27% | 3.3 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 23:59 | 16:35 | 16:35 | 26:25 | 28:57 | 28:57 | 12:22 | 09:09 |