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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 | |
 | Scythe of Vyse | 8 | 66.67% | 100.0 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 32:41 | 25:51 | 27:30 | 32:36 | 36:17 | 37:45 | 08:47 | 06:30 |
 | Black King Bar | 8 | 66.67% | 96.7 | 62.50% | +62.50% | +37.50% | -12.50% | -27.27% | 24:23 | 20:41 | 23:12 | 23:19 | 25:02 | 30:59 | 01:50 | 01:21 |
 | Overwhelming Blink | 2 | 16.67% | 93.3 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 38:18 | 32:36 | 32:36 | 43:59 | 43:59 | 43:59 | 11:23 | 08:25 |
 | Void Stone | 9 | 75.00% | 90.0 | 55.56% | +55.56% | +44.44% | -55.56% | -4.65% | 23:32 | 12:49 | 12:54 | 16:10 | 34:24 | 37:37 | 21:30 | 15:55 |
 | Blink Dagger | 10 | 83.33% | 86.7 | 50.00% | +50.00% | +16.67% | +50.00% | 2.41% | 28:42 | 19:04 | 20:14 | 23:30 | 34:04 | 52:45 | 13:50 | 10:14 |
 | Octarine Core | 5 | 41.67% | 83.3 | 60.00% | +31.43% | +40.00% | +40.00% | 0.00% | 15:56 | 14:29 | 14:29 | 16:10 | 16:45 | 16:50 | 02:16 | 01:40 |
 | Ring of Health | 5 | 41.67% | 80.0 | 60.00% | +31.43% | +40.00% | -60.00% | -37.04% | 14:07 | 12:36 | 12:36 | 13:41 | 15:18 | 16:10 | 02:42 | 02:00 |
 | Arcane Boots | 5 | 41.67% | 76.7 | 60.00% | +31.43% | +40.00% | -60.00% | -50.85% | 11:00 | 09:48 | 09:48 | 10:34 | 11:46 | 12:20 | 01:58 | 01:27 |
 | Boots of Speed | 12 | 100.00% | 73.3 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 06:03 | 02:17 | 03:09 | 05:51 | 07:55 | 08:34 | 04:46 | 03:31 |
 | Magic Stick | 12 | 100.00% | 70.0 | 41.67% | +41.67% | -8.34% | +25.00% | 28.99% | 02:08 | -01:29 | 00:32 | 01:08 | 01:41 | 11:03 | 01:09 | 00:51 |
 | Magic Wand | 12 | 100.00% | 66.7 | 41.67% | +41.67% | -8.34% | +25.00% | 33.34% | 03:11 | 00:52 | 01:34 | 02:08 | 02:32 | 11:22 | 00:58 | 00:42 |
 | Hand of Midas | 10 | 83.33% | 63.3 | 40.00% | -10.00% | +60.00% | -40.00% | -11.65% | 10:39 | 06:51 | 07:30 | 08:02 | 16:05 | 16:58 | 08:35 | 06:21 |
 | Refresher Orb | 3 | 25.00% | 60.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 49:19 | 43:14 | 43:14 | 50:28 | 54:16 | 54:16 | 11:02 | 08:10 |
 | Cornucopia | 3 | 25.00% | 56.7 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 37:25 | 28:00 | 28:00 | 30:31 | 53:45 | 53:45 | 25:45 | 19:04 |
 | Boots of Travel | 7 | 58.33% | 53.3 | 42.86% | +2.86% | -42.86% | +7.14% | 3.83% | 33:47 | 21:04 | 25:46 | 34:51 | 38:49 | 41:46 | 13:03 | 09:40 |
 | Shiva's Guard | 1 | 8.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Vanguard | 1 | 8.33% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 8.33% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Null Talisman | 5 | 41.67% | 40.0 | 40.00% | -2.86% | +60.00% | -40.00% | -28.04% | 03:48 | -00:42 | -00:42 | 03:26 | 04:16 | 11:22 | 04:58 | 03:40 |
 | Linken's Sphere | 2 | 16.67% | 36.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 29:26 | 28:02 | 28:02 | 30:50 | 30:50 | 30:50 | 02:48 | 02:04 |
 | Aghanim's Shard | 2 | 16.67% | 33.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 35:11 | 15:14 | 15:14 | 55:07 | 55:07 | 55:07 | 39:53 | 29:32 |
 | Witch Blade | 3 | 25.00% | 30.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 13:08 | 12:31 | 12:31 | 13:00 | 13:54 | 13:54 | 01:23 | 01:01 |
 | Chainmail | 3 | 25.00% | 26.7 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 11:13 | 10:22 | 10:22 | 11:06 | 12:12 | 12:12 | 01:50 | 01:21 |
 | Power Treads | 3 | 25.00% | 23.3 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 06:45 | 06:13 | 06:13 | 06:48 | 07:14 | 07:14 | 01:01 | 00:45 |
 | Wind Lace | 3 | 25.00% | 20.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 04:37 | 02:41 | 02:41 | 03:28 | 07:42 | 07:42 | 05:01 | 03:42 |
 | Ring of Protection | 4 | 33.33% | 16.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 04:25 | 03:40 | 03:40 | 04:13 | 04:33 | 05:12 | 00:53 | 00:39 |
 | Urn of Shadows | 4 | 33.33% | 13.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 05:37 | 04:32 | 04:32 | 05:10 | 06:11 | 06:35 | 01:39 | 01:13 |
 | Spirit Vessel | 1 | 8.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 8.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 |