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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 | |
 | Aghanim's Shard | 9 | 19.57% | 100.0 | 100.00% | +59.46% | 0.00% | 0.00% | 0.00% | 32:43 | 20:38 | 22:30 | 31:02 | 35:31 | 58:56 | 13:01 | 09:38 |
 | Holy Locket | 9 | 19.57% | 97.5 | 100.00% | +59.46% | 0.00% | 0.00% | 0.00% | 23:43 | 13:49 | 15:24 | 20:11 | 31:08 | 35:09 | 15:44 | 11:39 |
 | Headdress | 17 | 36.96% | 95.0 | 88.24% | +57.21% | +11.76% | +11.76% | 0.00% | 17:18 | 01:05 | 09:31 | 15:20 | 20:59 | 33:09 | 11:28 | 08:29 |
 | Magic Wand | 39 | 84.78% | 92.5 | 58.97% | +44.68% | +11.03% | -18.97% | -5.57% | 10:42 | 02:39 | 06:29 | 09:06 | 11:52 | 33:50 | 05:23 | 03:59 |
 | Fluffy Hat | 34 | 73.91% | 90.0 | 58.82% | +25.49% | +18.96% | -8.82% | -1.61% | 13:42 | -01:29 | 05:21 | 11:21 | 22:39 | 36:11 | 17:18 | 12:48 |
 | Magic Stick | 43 | 93.48% | 87.5 | 55.81% | +55.81% | -10.36% | -10.36% | 0.00% | 06:32 | -01:29 | 02:44 | 04:51 | 09:07 | 24:17 | 06:23 | 04:43 |
 | Chainmail | 34 | 73.91% | 85.0 | 55.88% | +14.21% | -0.32% | +19.12% | 2.41% | 11:27 | 03:35 | 06:48 | 09:41 | 14:52 | 32:33 | 08:04 | 05:58 |
 | Hood of Defiance | 6 | 13.04% | 82.5 | 83.33% | +35.83% | +16.67% | +16.67% | 0.00% | 18:53 | 12:23 | 12:29 | 14:00 | 22:39 | 32:50 | 10:10 | 07:31 |
 | Boots of Speed | 40 | 86.96% | 80.0 | 50.00% | -16.67% | 0.00% | 0.00% | 0.00% | 08:29 | -01:29 | 05:07 | 06:29 | 09:25 | 29:41 | 04:18 | 03:11 |
 | Medallion of Courage | 31 | 67.39% | 77.5 | 51.61% | -1.72% | -1.61% | +23.39% | 3.49% | 12:05 | 04:20 | 07:11 | 11:23 | 14:21 | 26:20 | 07:10 | 05:18 |
 | Blight Stone | 39 | 84.78% | 75.0 | 48.72% | -22.71% | -8.72% | +11.28% | 20.00% | 01:40 | -01:29 | -01:29 | -01:29 | -01:28 | 25:39 | 00:01 | 00:00 |
 | Void Stone | 3 | 6.52% | 72.5 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 42:09 | 29:27 | 29:27 | 30:18 | 1:06:41 | 1:06:41 | 37:14 | 27:34 |
 | Arcane Boots | 3 | 6.52% | 70.0 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 17:35 | 10:26 | 10:26 | 12:14 | 30:05 | 30:05 | 19:39 | 14:33 |
 | Pipe of Insight | 3 | 6.52% | 67.5 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 20:07 | 17:08 | 17:08 | 21:05 | 22:09 | 22:09 | 05:01 | 03:42 |
 | Crown | 27 | 58.70% | 65.0 | 51.85% | -0.78% | -8.99% | +5.29% | 2.16% | 16:34 | 07:01 | 12:47 | 15:57 | 19:24 | 36:11 | 06:37 | 04:54 |
 | Wind Lace | 27 | 58.70% | 62.5 | 51.85% | -0.78% | -23.28% | -8.99% | 1.35% | 15:01 | 05:11 | 08:29 | 14:18 | 19:02 | 36:11 | 10:33 | 07:48 |
 | Solar Crest | 27 | 58.70% | 60.0 | 51.85% | -0.78% | -8.99% | -8.99% | 0.00% | 19:59 | 12:36 | 17:29 | 19:27 | 21:17 | 37:03 | 03:48 | 02:48 |
 | Ring of Health | 7 | 15.22% | 57.5 | 71.43% | +22.71% | +28.57% | -21.43% | -4.94% | 19:16 | 12:15 | 12:15 | 18:42 | 22:22 | 32:37 | 10:07 | 07:29 |
 | Hurricane Pike | 6 | 13.04% | 55.0 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 33:35 | 27:31 | 27:41 | 31:16 | 34:46 | 48:21 | 07:05 | 05:14 |
 | Power Treads | 21 | 45.65% | 52.5 | 42.86% | -17.14% | -2.86% | +17.14% | 1.41% | 19:14 | 08:58 | 12:01 | 16:51 | 26:10 | 34:27 | 14:09 | 10:28 |
 | Dragon Lance | 9 | 19.57% | 50.0 | 55.56% | +4.21% | -5.56% | -5.56% | 0.00% | 22:19 | 17:28 | 18:55 | 21:02 | 23:10 | 31:36 | 04:15 | 03:08 |
 | Force Staff | 18 | 39.13% | 47.5 | 44.44% | -12.70% | -4.44% | -19.44% | -1.74% | 28:35 | 15:40 | 24:48 | 27:53 | 33:25 | 48:21 | 08:37 | 06:22 |
 | Glimmer Cape | 12 | 26.09% | 45.0 | 50.00% | -2.94% | +16.67% | -50.00% | -8.93% | 26:19 | 16:20 | 21:08 | 26:17 | 28:36 | 37:46 | 07:28 | 05:31 |
 | Aghanim's Scepter | 2 | 4.35% | 42.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:17 | 23:47 | 23:47 | 34:47 | 34:47 | 34:47 | 11:00 | 08:08 |
 | Witch Blade | 2 | 4.35% | 40.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:13 | 35:22 | 35:22 | 43:03 | 43:03 | 43:03 | 07:41 | 05:41 |
 | Mekansm | 5 | 10.87% | 37.5 | 60.00% | +8.78% | +40.00% | +40.00% | 0.00% | 18:05 | 09:54 | 09:54 | 17:39 | 21:45 | 27:01 | 11:51 | 08:46 |
 | Ring of Basilius | 4 | 8.70% | 35.0 | 50.00% | -2.38% | -50.00% | +50.00% | 0.00% | 06:54 | 04:07 | 04:07 | 05:20 | 07:23 | 10:46 | 03:16 | 02:25 |
 | Aeon Disk | 1 | 2.17% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 00:00 | 00:00 |
 | Javelin | 1 | 2.17% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.17% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.17% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 00:00 | 00:00 |
 | Bracer | 1 | 2.17% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.17% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.17% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.17% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 6.52% | 10.0 | 0.00% | -55.81% | 0.00% | 0.00% | 0.00% | 23:18 | 12:58 | 12:58 | 16:34 | 40:23 | 40:23 | 27:25 | 20:18 |
 | Quelling Blade | 1 | 2.17% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Buckler | 2 | 4.35% | 5.0 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 28:29 | 16:34 | 16:34 | 40:23 | 40:23 | 40:23 | 23:49 | 17:38 |
 | Vanguard | 1 | 2.17% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |