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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 | 5 | 8.93% | 100.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 41:01 | 33:07 | 33:07 | 36:58 | 47:19 | 51:02 | 14:12 | 10:31 |
 | Force Staff | 29 | 51.79% | 98.1 | 68.97% | +35.64% | -26.11% | +2.46% | 4.07% | 27:19 | 16:08 | 21:30 | 25:27 | 28:31 | 49:52 | 07:01 | 05:11 |
 | Blight Stone | 33 | 58.93% | 96.2 | 66.67% | +36.24% | -4.17% | -4.17% | 0.00% | -00:32 | -01:29 | -01:29 | -01:29 | -01:29 | 13:03 | 00:00 | 00:00 |
 | Crown | 12 | 21.43% | 94.2 | 75.00% | +29.55% | -8.33% | +25.00% | 2.66% | 24:09 | 12:29 | 15:48 | 19:49 | 28:21 | 52:12 | 12:33 | 09:17 |
 | Fluffy Hat | 47 | 83.93% | 92.3 | 57.45% | +35.23% | +0.88% | +9.22% | 0.74% | 15:12 | 00:49 | 08:51 | 14:46 | 20:03 | 37:10 | 11:12 | 08:17 |
 | Wind Lace | 26 | 46.43% | 90.4 | 61.54% | +18.21% | +9.89% | +5.13% | -0.50% | 14:54 | -00:19 | 08:05 | 13:02 | 17:31 | 36:35 | 09:26 | 06:59 |
 | Hurricane Pike | 11 | 19.64% | 88.5 | 72.73% | +26.06% | +27.27% | -39.40% | -12.54% | 31:00 | 22:39 | 25:07 | 28:18 | 30:26 | 49:52 | 05:19 | 03:56 |
 | Solar Crest | 11 | 19.64% | 86.5 | 72.73% | +26.06% | -6.06% | +27.27% | 3.42% | 23:48 | 13:41 | 19:08 | 21:38 | 28:53 | 34:47 | 09:45 | 07:13 |
 | Dragon Lance | 13 | 23.21% | 84.6 | 69.23% | +22.72% | +30.77% | -35.90% | -4.38% | 28:20 | 15:17 | 17:19 | 28:18 | 32:32 | 1:05:07 | 15:13 | 11:16 |
 | Magic Stick | 55 | 98.21% | 82.7 | 52.73% | +52.73% | -2.73% | -2.73% | 0.00% | 03:06 | -01:29 | -01:29 | 03:11 | 05:52 | 11:35 | 07:21 | 05:26 |
 | Magic Wand | 49 | 87.50% | 80.8 | 53.06% | +10.20% | -11.39% | +5.27% | 5.02% | 07:20 | 00:39 | 05:25 | 06:51 | 08:44 | 17:52 | 03:19 | 02:27 |
 | Drum of Endurance | 16 | 28.57% | 78.8 | 62.50% | +15.00% | +12.50% | +12.50% | 0.00% | 20:38 | 10:00 | 14:19 | 15:04 | 22:36 | 43:33 | 08:17 | 06:08 |
 | Medallion of Courage | 12 | 21.43% | 76.9 | 66.67% | +18.94% | 0.00% | +33.33% | 2.24% | 18:08 | 06:02 | 12:00 | 13:43 | 26:54 | 29:28 | 14:54 | 11:02 |
 | Glimmer Cape | 12 | 21.43% | 75.0 | 66.67% | +18.94% | 0.00% | -33.34% | -2.74% | 24:01 | 15:48 | 17:22 | 22:19 | 29:32 | 35:17 | 12:10 | 09:00 |
 | Boots of Speed | 49 | 87.50% | 73.1 | 48.98% | -22.45% | +1.02% | +9.35% | 2.56% | 08:04 | 02:07 | 05:22 | 06:29 | 08:37 | 31:49 | 03:15 | 02:24 |
 | Chainmail | 13 | 23.21% | 71.2 | 61.54% | +12.70% | +5.13% | +5.13% | 0.00% | 17:12 | 05:26 | 11:15 | 13:21 | 26:14 | 29:28 | 14:59 | 11:05 |
 | Buckler | 3 | 5.36% | 69.2 | 100.00% | +50.94% | 0.00% | 0.00% | 0.00% | 25:35 | 22:29 | 22:29 | 23:48 | 30:29 | 30:29 | 08:00 | 05:55 |
 | Morbid Mask | 3 | 5.36% | 67.3 | 100.00% | +50.94% | 0.00% | 0.00% | 0.00% | 26:59 | 22:29 | 22:29 | 27:59 | 30:29 | 30:29 | 08:00 | 05:55 |
 | Tranquil Boots | 11 | 19.64% | 65.4 | 63.64% | +14.75% | -30.31% | +3.03% | 2.31% | 27:57 | 12:55 | 17:16 | 28:56 | 31:42 | 52:19 | 14:26 | 10:41 |
 | Holy Locket | 19 | 33.93% | 63.5 | 47.37% | -6.68% | -7.37% | +12.63% | 3.03% | 22:03 | 11:55 | 16:02 | 19:45 | 22:38 | 42:13 | 06:36 | 04:53 |
 | Power Treads | 22 | 39.29% | 61.5 | 45.45% | -10.43% | +21.22% | -5.45% | -2.04% | 18:28 | 07:51 | 11:51 | 15:52 | 24:54 | 29:32 | 13:03 | 09:40 |
 | Headdress | 20 | 35.71% | 59.6 | 45.00% | -10.56% | +15.00% | +15.00% | 0.00% | 17:59 | 08:28 | 11:35 | 15:58 | 18:56 | 39:23 | 07:21 | 05:26 |
 | Ring of Basilius | 4 | 7.14% | 57.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 15:57 | 02:08 | 02:08 | 08:42 | 22:29 | 30:29 | 20:21 | 15:04 |
 | Moon Shard | 2 | 3.57% | 55.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:51 | 30:00 | 30:00 | 47:42 | 47:42 | 47:42 | 17:42 | 13:06 |
 | Vladmir's Offering | 2 | 3.57% | 53.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:22 | 24:25 | 24:25 | 28:19 | 28:19 | 28:19 | 03:54 | 02:53 |
 | Sange | 2 | 3.57% | 51.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:56 | 27:01 | 27:01 | 34:51 | 34:51 | 34:51 | 07:50 | 05:48 |
 | Hood of Defiance | 13 | 23.21% | 50.0 | 46.15% | -7.34% | +53.85% | -46.15% | -18.87% | 17:38 | 11:20 | 15:26 | 16:00 | 20:44 | 24:31 | 05:18 | 03:55 |
 | Ring of Health | 17 | 30.36% | 48.1 | 41.18% | -15.23% | +8.82% | -16.18% | -3.33% | 20:30 | 11:20 | 14:52 | 18:55 | 22:22 | 47:04 | 07:30 | 05:33 |
 | Aghanim's Shard | 11 | 19.64% | 46.2 | 45.45% | -7.88% | -12.12% | +21.22% | 4.34% | 32:36 | 23:08 | 26:06 | 30:30 | 33:47 | 60:04 | 07:41 | 05:41 |
 | Void Stone | 8 | 14.29% | 44.2 | 50.00% | -2.08% | 0.00% | 0.00% | 0.00% | 38:05 | 21:30 | 23:47 | 36:36 | 47:04 | 53:20 | 23:17 | 17:14 |
 | Ring of Protection | 5 | 8.93% | 42.3 | 60.00% | +9.02% | -60.00% | +40.00% | 0.00% | 10:49 | -01:29 | -01:29 | 08:54 | 22:29 | 23:48 | 23:58 | 17:45 |
 | Boots of Bearing | 4 | 7.14% | 40.4 | 50.00% | -1.92% | -50.00% | +50.00% | 0.00% | 38:42 | 24:45 | 24:45 | 32:35 | 44:47 | 52:39 | 20:02 | 14:50 |
 | Spirit Vessel | 1 | 1.79% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.79% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.79% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:18 | 28:18 | 28:18 | 28:18 | 28:18 | 28:18 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.79% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.79% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:08 | 01:08 | 01:08 | 01:08 | 01:08 | 01:08 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.79% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.79% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 8.93% | 25.0 | 40.00% | -12.94% | -40.00% | -40.00% | 0.00% | 35:18 | 21:37 | 21:37 | 33:18 | 47:05 | 50:44 | 25:28 | 18:51 |
 | Null Talisman | 5 | 8.93% | 23.1 | 40.00% | -12.94% | +60.00% | -40.00% | 0.00% | 04:47 | 02:52 | 02:52 | 04:04 | 04:34 | 08:19 | 01:42 | 01:15 |
 | Helm of Iron Will | 2 | 3.57% | 21.2 | 50.00% | -1.85% | -50.00% | 0.00% | 0.00% | 45:14 | 38:16 | 38:16 | 52:12 | 52:12 | 52:12 | 13:56 | 10:19 |
 | Scythe of Vyse | 2 | 3.57% | 19.2 | 50.00% | -1.85% | -50.00% | 0.00% | 0.00% | 44:58 | 36:36 | 36:36 | 53:20 | 53:20 | 53:20 | 16:44 | 12:23 |
 | Bracer | 10 | 17.86% | 17.3 | 20.00% | -38.70% | -20.00% | -20.00% | 0.00% | 12:03 | 07:02 | 08:25 | 10:01 | 14:18 | 23:54 | 05:53 | 04:21 |
 | Arcane Boots | 8 | 14.29% | 15.4 | 12.50% | -45.83% | -12.50% | +37.50% | 6.59% | 17:02 | 07:42 | 09:42 | 13:01 | 17:17 | 31:34 | 07:35 | 05:37 |
 | Ghost Scepter | 1 | 1.79% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.79% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:54 | 15:54 | 15:54 | 15:54 | 15:54 | 15:54 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.79% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.79% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.79% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.79% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.79% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |