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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 | |
 | Void Stone | 15 | 28.30% | 100.0 | 80.00% | +30.00% | -5.00% | -5.00% | 0.00% | 27:26 | 16:46 | 18:56 | 21:19 | 27:51 | 57:43 | 08:55 | 06:36 |
 | Eul's Scepter of Divinity | 11 | 20.75% | 96.7 | 81.82% | +29.44% | -15.15% | -15.15% | 0.00% | 28:32 | 17:27 | 24:25 | 27:14 | 27:46 | 51:45 | 03:21 | 02:28 |
 | Magic Stick | 48 | 90.57% | 93.3 | 62.50% | +42.50% | +20.83% | -12.50% | -6.29% | 03:32 | -01:29 | -01:29 | 02:15 | 06:47 | 15:20 | 08:16 | 06:07 |
 | Boots of Speed | 53 | 100.00% | 90.0 | 58.49% | +58.49% | -20.03% | +18.43% | 9.16% | 02:58 | -01:29 | -01:29 | 03:51 | 05:41 | 09:19 | 07:10 | 05:18 |
 | Blink Dagger | 36 | 67.92% | 86.7 | 61.11% | +8.17% | +16.67% | -38.89% | -14.07% | 22:57 | 14:24 | 19:10 | 21:44 | 23:07 | 43:41 | 03:57 | 02:55 |
 | Magic Wand | 37 | 69.81% | 83.3 | 59.46% | +3.21% | +29.43% | +7.21% | -6.17% | 10:38 | 01:24 | 08:28 | 10:20 | 12:04 | 21:07 | 03:36 | 02:40 |
 | Wind Lace | 50 | 94.34% | 80.0 | 56.00% | -44.00% | -9.85% | -6.00% | 0.59% | 06:05 | -01:29 | 02:52 | 04:48 | 09:22 | 26:40 | 06:30 | 04:48 |
 | Tranquil Boots | 42 | 79.25% | 76.7 | 57.14% | -6.50% | +6.50% | +2.86% | -1.25% | 08:22 | 02:44 | 06:57 | 07:55 | 09:52 | 17:48 | 02:55 | 02:09 |
 | Aeon Disk | 9 | 16.98% | 73.3 | 77.78% | +23.23% | -27.78% | +22.22% | 4.32% | 37:12 | 28:04 | 30:29 | 35:21 | 42:03 | 48:49 | 11:34 | 08:34 |
 | Fluffy Hat | 38 | 71.70% | 70.0 | 57.89% | -2.11% | +12.11% | +8.78% | -0.31% | 14:37 | -01:29 | 09:32 | 12:04 | 20:16 | 46:05 | 10:44 | 07:57 |
 | Force Staff | 17 | 32.08% | 66.7 | 58.82% | +0.49% | -8.82% | +16.18% | 2.31% | 26:57 | 16:12 | 20:23 | 25:06 | 31:12 | 46:05 | 10:49 | 08:00 |
 | Soul Ring | 6 | 11.32% | 63.3 | 66.67% | +9.22% | -16.67% | +33.33% | 21.90% | 10:43 | 09:18 | 09:34 | 10:35 | 11:51 | 12:02 | 02:17 | 01:41 |
 | Aghanim's Shard | 2 | 3.77% | 60.0 | 100.00% | +43.14% | 0.00% | 0.00% | 0.00% | 25:04 | 22:13 | 22:13 | 27:55 | 27:55 | 27:55 | 05:42 | 04:13 |
 | Aether Lens | 2 | 3.77% | 56.7 | 100.00% | +43.14% | 0.00% | 0.00% | 0.00% | 44:10 | 30:36 | 30:36 | 57:43 | 57:43 | 57:43 | 27:07 | 20:05 |
 | Ring of Protection | 7 | 13.21% | 53.3 | 57.14% | -1.56% | +42.86% | -7.14% | -6.13% | 11:46 | -01:29 | -01:29 | 08:47 | 09:38 | 47:58 | 11:07 | 08:14 |
 | Arcane Boots | 5 | 9.43% | 50.0 | 60.00% | +1.67% | -60.00% | +40.00% | 18.63% | 11:29 | 05:56 | 05:56 | 10:53 | 11:18 | 21:09 | 05:22 | 03:58 |
 | Aghanim's Scepter | 3 | 5.66% | 46.7 | 66.67% | +8.67% | -66.67% | 0.00% | 0.00% | 42:42 | 39:46 | 39:46 | 40:22 | 47:57 | 47:57 | 08:11 | 06:03 |
 | Dagon | 1 | 1.89% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.89% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Crown | 1 | 1.89% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Headdress | 2 | 3.77% | 33.3 | 50.00% | -8.82% | +50.00% | 0.00% | 0.00% | -00:43 | -01:29 | -01:29 | 00:04 | 00:04 | 00:04 | 01:33 | 01:08 |
 | Quelling Blade | 4 | 7.55% | 30.0 | 25.00% | -36.22% | -25.00% | +75.00% | 0.00% | 06:09 | -01:29 | -01:29 | 02:09 | 10:29 | 13:26 | 11:58 | 08:51 |
 | Ghost Scepter | 4 | 7.55% | 26.7 | 25.00% | -36.22% | -25.00% | +75.00% | 0.00% | 39:01 | 33:27 | 33:27 | 36:55 | 40:43 | 45:00 | 07:16 | 05:22 |
 | Morbid Mask | 1 | 1.89% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.89% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.89% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Buckler | 1 | 1.89% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.89% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Bracer | 1 | 1.89% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.89% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |