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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 | |
 | Magic Wand | 9 | 81.82% | 100.0 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 06:53 | -01:29 | 01:28 | 08:15 | 09:14 | 12:16 | 07:46 | 05:45 |
 | Void Stone | 7 | 63.64% | 96.3 | 57.14% | +32.14% | -7.14% | -7.14% | 0.00% | 20:27 | 14:51 | 15:22 | 17:37 | 21:48 | 33:54 | 06:26 | 04:45 |
 | Sange | 10 | 90.91% | 92.6 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 19:24 | 12:31 | 15:44 | 17:36 | 23:03 | 29:12 | 07:19 | 05:25 |
 | Ring of Health | 10 | 90.91% | 88.9 | 50.00% | +50.00% | +16.67% | -50.00% | -10.90% | 09:17 | 03:18 | 04:09 | 05:31 | 10:16 | 33:54 | 06:07 | 04:31 |
 | Ring of Protection | 11 | 100.00% | 85.2 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 03:45 | -01:29 | -01:29 | 06:21 | 06:49 | 08:48 | 08:18 | 06:08 |
 | Boots of Speed | 11 | 100.00% | 81.5 | 45.45% | +45.45% | -45.45% | +21.22% | 25.16% | 04:45 | 02:14 | 02:51 | 04:11 | 05:30 | 08:05 | 02:39 | 01:57 |
 | Arcane Boots | 11 | 100.00% | 77.8 | 45.45% | +45.45% | -45.45% | +21.22% | 13.65% | 08:20 | 05:27 | 05:40 | 07:43 | 10:33 | 11:34 | 04:53 | 03:37 |
 | Soul Ring | 11 | 100.00% | 74.1 | 45.45% | +45.45% | +21.22% | -12.12% | -9.85% | 06:49 | 04:05 | 04:31 | 07:07 | 07:54 | 09:43 | 03:23 | 02:30 |
 | Kaya | 8 | 72.73% | 70.4 | 50.00% | +16.67% | +50.00% | -50.00% | -9.30% | 21:46 | 14:09 | 14:43 | 19:18 | 25:28 | 33:22 | 10:45 | 07:57 |
 | Kaya and Sange | 8 | 72.73% | 66.7 | 50.00% | +16.67% | 0.00% | -50.00% | -6.42% | 23:12 | 16:49 | 18:06 | 22:17 | 25:53 | 33:22 | 07:47 | 05:45 |
 | Hood of Defiance | 8 | 72.73% | 63.0 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 09:03 | 06:29 | 07:31 | 09:18 | 09:28 | 11:00 | 01:57 | 01:26 |
 | Lotus Orb | 5 | 45.45% | 59.3 | 60.00% | +26.67% | +40.00% | -60.00% | 0.00% | 23:03 | 17:41 | 17:41 | 21:53 | 22:05 | 34:05 | 04:24 | 03:15 |
 | Magic Stick | 10 | 90.91% | 55.6 | 40.00% | -60.00% | -40.00% | +10.00% | 6.55% | 05:08 | -01:29 | 01:03 | 06:26 | 08:41 | 11:10 | 07:38 | 05:39 |
 | Blink Dagger | 3 | 27.27% | 51.9 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 24:44 | 20:05 | 20:05 | 24:59 | 29:09 | 29:09 | 09:04 | 06:42 |
 | Bracer | 3 | 27.27% | 48.1 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 03:03 | 02:20 | 02:20 | 02:47 | 04:03 | 04:03 | 01:43 | 01:16 |
 | Quelling Blade | 8 | 72.73% | 44.4 | 37.50% | -29.17% | +12.50% | +12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 9.09% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Vanguard | 1 | 9.09% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 9.09% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Wind Lace | 2 | 18.18% | 25.9 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 15:17 | 14:11 | 14:11 | 16:22 | 16:22 | 16:22 | 02:11 | 01:37 |
 | Shiva's Guard | 2 | 18.18% | 22.2 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 29:51 | 26:21 | 26:21 | 33:21 | 33:21 | 33:21 | 07:00 | 05:11 |
 | Eul's Scepter of Divinity | 2 | 18.18% | 18.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 16:03 | 15:22 | 15:22 | 16:43 | 16:43 | 16:43 | 01:21 | 01:00 |
 | Heaven's Halberd | 3 | 27.27% | 14.8 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 23:23 | 17:31 | 17:31 | 18:53 | 33:44 | 33:44 | 16:13 | 12:00 |
 | Black King Bar | 3 | 27.27% | 11.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 25:09 | 19:53 | 19:53 | 24:13 | 31:20 | 31:20 | 11:27 | 08:28 |
 | Aghanim's Shard | 4 | 36.36% | 7.4 | 25.00% | -32.14% | -25.00% | +75.00% | 0.00% | 27:47 | 22:52 | 22:52 | 26:16 | 27:26 | 34:35 | 04:34 | 03:22 |
 | Orb of Venom | 1 | 9.09% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |