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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 | 5 | 8.93% | 100.0 | 100.00% | +68.63% | 0.00% | 0.00% | 0.00% | 31:02 | 24:54 | 24:54 | 31:40 | 33:10 | 38:45 | 08:16 | 06:07 |
 | Drum of Endurance | 8 | 14.29% | 98.0 | 75.00% | +43.75% | -25.00% | +25.00% | 4.79% | 24:55 | 17:28 | 17:52 | 21:22 | 28:18 | 36:17 | 10:26 | 07:43 |
 | Void Stone | 27 | 48.21% | 96.1 | 55.56% | +34.87% | -12.70% | -12.70% | 0.00% | 26:52 | 13:20 | 19:48 | 24:50 | 32:51 | 60:09 | 13:03 | 09:40 |
 | Tranquil Boots | 15 | 26.79% | 94.1 | 60.00% | +30.73% | -10.00% | -10.00% | 0.00% | 16:45 | 08:22 | 10:42 | 13:00 | 22:50 | 31:22 | 12:08 | 08:59 |
 | Ring of Health | 3 | 5.36% | 92.2 | 100.00% | +66.04% | 0.00% | 0.00% | 0.00% | 25:04 | 20:58 | 20:58 | 21:22 | 32:51 | 32:51 | 11:53 | 08:48 |
 | Ring of Basilius | 7 | 12.50% | 90.2 | 71.43% | +38.78% | -21.43% | +28.57% | 10.24% | 20:47 | 09:18 | 14:47 | 18:02 | 19:40 | 38:18 | 04:53 | 03:37 |
 | Aether Lens | 22 | 39.29% | 88.2 | 50.00% | +20.59% | 0.00% | -10.00% | -0.81% | 29:00 | 15:13 | 21:22 | 25:29 | 33:43 | 60:46 | 12:21 | 09:08 |
 | Force Staff | 23 | 41.07% | 86.3 | 47.83% | +17.53% | +18.84% | +2.17% | -3.75% | 27:41 | 21:22 | 25:07 | 25:43 | 29:34 | 39:28 | 04:27 | 03:17 |
 | Magic Stick | 53 | 94.64% | 84.3 | 39.62% | +39.62% | -1.16% | +6.53% | 1.48% | 03:19 | -01:29 | -01:29 | 02:23 | 06:40 | 19:52 | 08:09 | 06:02 |
 | Aghanim's Shard | 47 | 83.93% | 82.4 | 40.43% | +18.21% | +26.24% | -23.76% | -20.83% | 17:17 | 15:00 | 15:04 | 15:52 | 17:28 | 38:50 | 02:24 | 01:46 |
 | Glimmer Cape | 18 | 32.14% | 80.4 | 50.00% | +18.42% | +10.00% | -25.00% | -4.14% | 28:46 | 16:18 | 22:25 | 25:54 | 30:52 | 1:12:13 | 08:27 | 06:15 |
 | Boots of Speed | 56 | 100.00% | 78.4 | 37.50% | +37.50% | +33.93% | -16.07% | -13.33% | 05:14 | -01:29 | 03:54 | 05:20 | 07:39 | 12:25 | 03:45 | 02:46 |
 | Magic Wand | 47 | 83.93% | 76.5 | 38.30% | +4.97% | -4.97% | -4.97% | 0.00% | 10:43 | 02:26 | 06:46 | 09:26 | 12:36 | 28:38 | 05:50 | 04:19 |
 | Wind Lace | 22 | 39.29% | 74.5 | 45.45% | +13.10% | +4.55% | -5.45% | -0.68% | 12:43 | -01:29 | 07:24 | 10:16 | 22:09 | 31:22 | 14:45 | 10:55 |
 | Buckler | 6 | 10.71% | 72.5 | 66.67% | +32.67% | -16.67% | +33.33% | 4.30% | 28:26 | 19:44 | 22:31 | 24:23 | 34:09 | 38:18 | 11:38 | 08:37 |
 | Arcane Boots | 44 | 78.57% | 70.6 | 34.09% | -15.91% | -6.82% | -6.82% | 0.00% | 12:03 | 06:36 | 09:18 | 11:10 | 13:17 | 22:21 | 03:59 | 02:57 |
 | Lotus Orb | 2 | 3.57% | 68.6 | 100.00% | +64.81% | 0.00% | 0.00% | 0.00% | 33:02 | 26:19 | 26:19 | 39:45 | 39:45 | 39:45 | 13:26 | 09:57 |
 | Aeon Disk | 2 | 3.57% | 66.7 | 100.00% | +64.81% | 0.00% | 0.00% | 0.00% | 48:50 | 46:12 | 46:12 | 51:28 | 51:28 | 51:28 | 05:16 | 03:54 |
 | Quelling Blade | 2 | 3.57% | 64.7 | 100.00% | +64.81% | 0.00% | 0.00% | 0.00% | 19:38 | 12:22 | 12:22 | 26:54 | 26:54 | 26:54 | 14:32 | 10:45 |
 | Fluffy Hat | 31 | 55.36% | 62.7 | 35.48% | -4.52% | +14.52% | -10.48% | -3.65% | 22:59 | 12:14 | 18:25 | 21:45 | 25:16 | 36:12 | 06:51 | 05:04 |
 | Headdress | 8 | 14.29% | 60.8 | 50.00% | +14.58% | +50.00% | +50.00% | 0.00% | 19:23 | 12:22 | 16:59 | 18:27 | 21:20 | 26:42 | 04:21 | 03:13 |
 | Mekansm | 8 | 14.29% | 58.8 | 50.00% | +14.58% | 0.00% | 0.00% | 0.00% | 23:39 | 16:08 | 19:49 | 21:03 | 27:39 | 29:08 | 07:50 | 05:48 |
 | Ring of Protection | 8 | 14.29% | 56.9 | 50.00% | +14.58% | 0.00% | 0.00% | 0.00% | 26:22 | 12:14 | 19:38 | 24:23 | 31:29 | 38:18 | 11:51 | 08:46 |
 | Guardian Greaves | 5 | 8.93% | 54.9 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 29:48 | 25:42 | 25:42 | 27:53 | 34:09 | 34:14 | 08:27 | 06:15 |
 | Boots of Travel | 5 | 8.93% | 52.9 | 60.00% | +24.71% | +40.00% | -60.00% | 0.00% | 51:19 | 34:26 | 34:26 | 43:21 | 1:01:33 | 1:14:56 | 27:07 | 20:05 |
 | Aghanim's Scepter | 9 | 16.07% | 51.0 | 44.44% | +8.27% | -44.44% | +55.56% | 9.92% | 33:45 | 25:46 | 27:12 | 34:48 | 37:17 | 45:14 | 10:05 | 07:28 |
 | Chainmail | 9 | 16.07% | 49.0 | 44.44% | +8.27% | +5.56% | +5.56% | 0.00% | 20:59 | 13:41 | 14:23 | 20:08 | 26:08 | 26:56 | 11:45 | 08:42 |
 | Ghost Scepter | 13 | 23.21% | 47.1 | 38.46% | +1.25% | -38.46% | +61.54% | 17.44% | 32:17 | 19:43 | 29:24 | 32:15 | 35:08 | 41:57 | 05:44 | 04:14 |
 | Null Talisman | 7 | 12.50% | 45.1 | 42.86% | +6.13% | -42.86% | +7.14% | 4.77% | 13:46 | 04:02 | 04:42 | 10:32 | 15:11 | 28:40 | 10:29 | 07:45 |
 | Kaya | 7 | 12.50% | 43.1 | 42.86% | +6.13% | +7.14% | -42.86% | -11.19% | 32:34 | 26:08 | 27:20 | 31:10 | 31:48 | 40:55 | 04:28 | 03:18 |
 | Ethereal Blade | 8 | 14.29% | 41.2 | 37.50% | 0.00% | +12.50% | +12.50% | 0.00% | 37:41 | 31:07 | 35:21 | 36:29 | 40:27 | 42:50 | 05:06 | 03:46 |
 | Wraith Pact | 1 | 1.79% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.79% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.79% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.79% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Bottle | 1 | 1.79% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.79% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Wraith Band | 5 | 8.93% | 27.5 | 40.00% | +2.75% | -40.00% | -40.00% | 0.00% | 28:16 | 08:07 | 08:07 | 27:42 | 28:51 | 49:01 | 20:44 | 15:21 |
 | Crown | 3 | 5.36% | 25.5 | 0.00% | -39.62% | 0.00% | 0.00% | 0.00% | 17:41 | 14:48 | 14:48 | 18:35 | 19:40 | 19:40 | 04:52 | 03:36 |
 | Blink Dagger | 1 | 1.79% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Black King Bar | 2 | 3.57% | 21.6 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 42:20 | 28:49 | 28:49 | 55:51 | 55:51 | 55:51 | 27:02 | 20:01 |
 | Blight Stone | 2 | 3.57% | 19.6 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 15:43 | 14:23 | 14:23 | 17:02 | 17:02 | 17:02 | 02:39 | 01:57 |
 | Octarine Core | 3 | 5.36% | 17.6 | 0.00% | -39.62% | 0.00% | 0.00% | 0.00% | 48:43 | 38:27 | 38:27 | 42:34 | 1:05:07 | 1:05:07 | 26:40 | 19:45 |
 | Solar Crest | 1 | 1.79% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 3.57% | 13.7 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 47:12 | 43:18 | 43:18 | 51:06 | 51:06 | 51:06 | 07:48 | 05:46 |
 | Veil of Discord | 2 | 3.57% | 11.8 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 18:02 | 16:24 | 16:24 | 19:40 | 19:40 | 19:40 | 03:16 | 02:25 |
 | Medallion of Courage | 1 | 1.79% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Sange | 1 | 1.79% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.79% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Bracer | 2 | 3.57% | 3.9 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 19:08 | 11:21 | 11:21 | 26:54 | 26:54 | 26:54 | 15:33 | 11:31 |
 | Pavise | 1 | 1.79% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:51 | 14:51 | 14:51 | 14:51 | 14:51 | 14:51 | 00:00 | 00:00 |