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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 | |
 | Boots of Bearing | 4 | 4.71% | 100.0 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 34:24 | 24:28 | 24:28 | 27:03 | 36:53 | 49:13 | 12:25 | 09:11 |
 | Drum of Endurance | 11 | 12.94% | 97.5 | 72.73% | +30.84% | +27.27% | -72.73% | -31.58% | 24:39 | 15:49 | 19:49 | 22:12 | 22:59 | 47:58 | 03:10 | 02:20 |
 | Ring of Protection | 15 | 17.65% | 95.0 | 66.67% | +25.24% | +8.33% | +8.33% | 0.00% | 13:59 | -01:29 | -01:29 | 08:52 | 20:03 | 39:43 | 21:32 | 15:57 |
 | Aether Lens | 15 | 17.65% | 92.5 | 66.67% | +25.24% | +8.33% | +33.33% | 3.56% | 30:58 | 22:34 | 26:01 | 29:05 | 33:02 | 42:11 | 07:01 | 05:11 |
 | Wind Lace | 47 | 55.29% | 90.0 | 53.19% | +16.35% | +5.14% | +5.14% | 0.00% | 09:11 | -01:29 | 04:52 | 07:40 | 12:47 | 33:04 | 07:55 | 05:51 |
 | Tranquil Boots | 24 | 28.24% | 87.5 | 58.33% | +17.35% | +25.00% | -8.33% | -3.42% | 20:20 | 08:40 | 13:42 | 16:45 | 23:26 | 44:49 | 09:44 | 07:12 |
 | Void Stone | 22 | 25.88% | 85.0 | 59.09% | +17.82% | +7.58% | +20.91% | 1.55% | 29:09 | 11:05 | 25:07 | 28:33 | 33:42 | 42:11 | 08:35 | 06:21 |
 | Boots of Speed | 84 | 98.82% | 82.5 | 46.43% | +46.43% | +5.95% | -8.33% | -3.16% | 08:32 | -01:29 | 06:05 | 08:23 | 10:36 | 18:03 | 04:31 | 03:20 |
 | Magic Stick | 85 | 100.00% | 80.0 | 45.88% | +45.88% | +1.74% | +6.50% | 1.11% | 02:40 | -01:30 | -01:29 | -01:00 | 05:47 | 28:23 | 07:16 | 05:22 |
 | Arcane Boots | 49 | 57.65% | 77.5 | 48.98% | +7.31% | +26.02% | -15.65% | -7.46% | 17:25 | 09:48 | 13:02 | 14:54 | 18:37 | 53:04 | 05:35 | 04:08 |
 | Magic Wand | 72 | 84.71% | 75.0 | 44.44% | -9.41% | -5.55% | 0.00% | 0.87% | 13:14 | 04:00 | 09:13 | 12:31 | 15:35 | 33:11 | 06:22 | 04:42 |
 | Headdress | 11 | 12.94% | 72.5 | 63.64% | +20.40% | +36.36% | -30.31% | -6.67% | 25:53 | 16:09 | 18:05 | 24:19 | 28:05 | 47:22 | 10:00 | 07:24 |
 | Blink Dagger | 11 | 12.94% | 70.0 | 63.64% | +20.40% | +3.03% | +3.03% | 0.00% | 31:47 | 20:03 | 27:51 | 29:39 | 34:05 | 47:44 | 06:14 | 04:37 |
 | Aghanim's Scepter | 3 | 3.53% | 67.5 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 40:22 | 27:11 | 27:11 | 34:15 | 59:41 | 59:41 | 32:30 | 24:04 |
 | Bracer | 5 | 5.88% | 65.0 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 16:29 | 01:58 | 01:58 | 18:27 | 20:56 | 28:04 | 18:58 | 14:02 |
 | Chainmail | 8 | 9.41% | 62.5 | 62.50% | +18.34% | -12.50% | +37.50% | 0.00% | 19:23 | 07:03 | 09:34 | 20:29 | 24:13 | 27:13 | 14:39 | 10:51 |
 | Fluffy Hat | 29 | 34.12% | 60.0 | 41.38% | -6.83% | +15.76% | -12.81% | -2.79% | 20:21 | 09:20 | 13:49 | 19:27 | 24:03 | 40:49 | 10:14 | 07:34 |
 | Ring of Basilius | 14 | 16.47% | 57.5 | 50.00% | +4.93% | 0.00% | +16.67% | 1.83% | 17:31 | -01:29 | 11:00 | 15:31 | 20:08 | 39:43 | 09:08 | 06:45 |
 | Soul Ring | 6 | 7.06% | 55.0 | 66.67% | +22.37% | -16.67% | +33.33% | 0.00% | 08:14 | 04:29 | 04:41 | 07:52 | 09:29 | 14:40 | 04:48 | 03:33 |
 | Buckler | 9 | 10.59% | 52.5 | 55.56% | +10.82% | -55.56% | -5.56% | 2.30% | 23:06 | 04:07 | 12:30 | 20:04 | 34:15 | 39:43 | 21:45 | 16:06 |
 | Force Staff | 15 | 17.65% | 50.0 | 40.00% | -7.14% | +10.00% | -40.00% | -5.43% | 30:16 | 21:14 | 25:14 | 28:55 | 34:26 | 40:55 | 09:12 | 06:48 |
 | Morbid Mask | 8 | 9.41% | 47.5 | 50.00% | +4.55% | 0.00% | 0.00% | 0.00% | 30:36 | 19:06 | 24:11 | 24:56 | 38:07 | 47:52 | 13:56 | 10:19 |
 | Vladmir's Offering | 8 | 9.41% | 45.0 | 50.00% | +4.55% | 0.00% | 0.00% | 0.00% | 31:43 | 19:29 | 24:14 | 26:34 | 40:18 | 47:55 | 16:04 | 11:54 |
 | Wraith Pact | 5 | 5.88% | 42.5 | 60.00% | +15.00% | +40.00% | -60.00% | 0.00% | 36:01 | 27:48 | 27:48 | 32:44 | 41:06 | 46:34 | 13:18 | 09:51 |
 | Mekansm | 5 | 5.88% | 40.0 | 60.00% | +15.00% | +40.00% | -60.00% | 0.00% | 26:21 | 23:05 | 23:05 | 24:19 | 28:40 | 32:04 | 05:35 | 04:08 |
 | Ring of Health | 9 | 10.59% | 37.5 | 44.44% | -1.61% | +55.56% | +5.56% | -3.78% | 32:19 | 22:51 | 23:20 | 32:03 | 36:33 | 42:01 | 13:13 | 09:47 |
 | Lotus Orb | 6 | 7.06% | 35.0 | 50.00% | +4.43% | 0.00% | +50.00% | 0.00% | 32:44 | 25:23 | 28:59 | 30:27 | 36:51 | 42:19 | 07:52 | 05:49 |
 | Aeon Disk | 7 | 8.24% | 32.5 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 38:52 | 28:07 | 31:51 | 37:57 | 41:07 | 56:07 | 09:16 | 06:51 |
 | Glimmer Cape | 12 | 14.12% | 30.0 | 33.33% | -14.62% | 0.00% | 0.00% | 0.00% | 27:44 | 19:35 | 22:46 | 25:46 | 30:25 | 43:09 | 07:39 | 05:40 |
 | Holy Locket | 4 | 4.71% | 27.5 | 50.00% | +4.32% | +50.00% | -50.00% | 0.00% | 29:24 | 17:22 | 17:22 | 29:26 | 30:29 | 40:18 | 13:07 | 09:42 |
 | Sange | 1 | 1.18% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.18% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.18% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 2.35% | 17.5 | 50.00% | +4.22% | +50.00% | 0.00% | 0.00% | 32:34 | 23:24 | 23:24 | 41:44 | 41:44 | 41:44 | 18:20 | 13:34 |
 | Phase Boots | 2 | 2.35% | 15.0 | 50.00% | +4.22% | +50.00% | 0.00% | 0.00% | 09:00 | 07:39 | 07:39 | 10:21 | 10:21 | 10:21 | 02:42 | 02:00 |
 | Ghost Scepter | 2 | 2.35% | 12.5 | 50.00% | +4.22% | -50.00% | 0.00% | 0.00% | 33:57 | 33:16 | 33:16 | 34:37 | 34:37 | 34:37 | 01:21 | 01:00 |
 | Quelling Blade | 2 | 2.35% | 10.0 | 50.00% | +4.22% | -50.00% | 0.00% | 0.00% | 06:33 | -01:29 | -01:29 | 14:35 | 14:35 | 14:35 | 16:04 | 11:54 |
 | Pipe of Insight | 2 | 2.35% | 7.5 | 50.00% | +4.22% | +50.00% | 0.00% | 0.00% | 37:43 | 27:40 | 27:40 | 47:45 | 47:45 | 47:45 | 20:05 | 14:52 |
 | Orb of Venom | 7 | 8.24% | 5.0 | 14.29% | -34.43% | -14.29% | +35.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.18% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 00:00 | 00:00 |