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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 | |
 | Blink Dagger | 181 | 68.30% | 100.0 | 56.91% | +35.48% | -5.80% | -3.58% | 0.23% | 28:29 | 14:27 | 22:22 | 26:56 | 32:05 | 56:57 | 09:43 | 07:11 |
 | Aeon Disk | 27 | 10.19% | 98.2 | 70.37% | +27.51% | +15.34% | -13.23% | -2.45% | 44:19 | 28:16 | 38:14 | 42:40 | 49:55 | 1:05:11 | 11:41 | 08:39 |
 | Aghanim's Scepter | 65 | 24.53% | 96.5 | 60.00% | +19.00% | +21.25% | -16.25% | -3.39% | 37:23 | 25:25 | 31:24 | 35:46 | 42:28 | 53:59 | 11:04 | 08:11 |
 | Aether Lens | 186 | 70.19% | 94.7 | 51.61% | +19.96% | -6.93% | -1.61% | 0.72% | 21:39 | 12:28 | 16:39 | 18:58 | 24:04 | 56:11 | 07:25 | 05:29 |
 | Void Stone | 200 | 75.47% | 93.0 | 51.00% | +21.77% | +3.00% | -5.00% | -0.92% | 20:38 | 10:05 | 14:45 | 17:19 | 23:29 | 1:15:06 | 08:44 | 06:28 |
 | Boots of Travel | 15 | 5.66% | 91.2 | 73.33% | +29.33% | +1.67% | -48.33% | -3.36% | 46:55 | 31:12 | 36:51 | 43:12 | 51:43 | 1:18:36 | 14:52 | 11:00 |
 | Tranquil Boots | 94 | 35.47% | 89.5 | 53.19% | +11.67% | -7.36% | -22.76% | -1.36% | 21:40 | 04:39 | 16:03 | 21:27 | 27:21 | 44:20 | 11:18 | 08:22 |
 | Arcane Boots | 226 | 85.28% | 87.7 | 47.79% | +14.46% | +3.09% | -6.72% | -3.46% | 11:45 | 04:53 | 09:50 | 11:28 | 12:40 | 53:58 | 02:50 | 02:05 |
 | Magic Wand | 222 | 83.77% | 86.0 | 47.75% | +12.87% | -1.32% | +1.34% | 0.45% | 09:17 | 00:49 | 05:25 | 09:01 | 11:16 | 53:58 | 05:51 | 04:20 |
 | Magic Stick | 237 | 89.43% | 84.2 | 46.84% | +11.13% | +0.62% | -9.55% | -1.92% | 02:54 | -01:30 | -01:29 | 01:23 | 06:46 | 18:59 | 08:15 | 06:06 |
 | Boots of Speed | 264 | 99.62% | 82.5 | 45.83% | +45.83% | +1.14% | -4.92% | -2.20% | 05:44 | -01:29 | 04:25 | 05:51 | 07:10 | 11:48 | 02:45 | 02:02 |
 | Wind Lace | 150 | 56.60% | 80.7 | 46.67% | +2.32% | -7.20% | +4.68% | 1.00% | 11:10 | -01:29 | 04:28 | 09:22 | 16:24 | 53:58 | 11:56 | 08:50 |
 | Aghanim's Shard | 109 | 41.13% | 78.9 | 47.71% | +3.48% | -10.67% | +11.55% | 2.64% | 23:37 | 15:00 | 18:05 | 22:19 | 26:30 | 1:12:20 | 08:25 | 06:14 |
 | Force Staff | 44 | 16.60% | 77.2 | 50.00% | +5.20% | -4.55% | -13.64% | -0.57% | 30:47 | 14:17 | 22:16 | 28:45 | 38:09 | 56:36 | 15:53 | 11:45 |
 | Glimmer Cape | 54 | 20.38% | 75.4 | 46.30% | +0.80% | +3.70% | -0.15% | -0.31% | 27:11 | 16:02 | 20:18 | 26:13 | 32:37 | 49:33 | 12:19 | 09:07 |
 | Fluffy Hat | 63 | 23.77% | 73.7 | 44.44% | -1.60% | +5.56% | +11.81% | 0.44% | 22:43 | 10:12 | 13:58 | 18:40 | 28:18 | 56:36 | 14:20 | 10:37 |
 | Wraith Band | 7 | 2.64% | 71.9 | 71.43% | +26.47% | -21.43% | +28.57% | 9.55% | 23:59 | 17:30 | 21:15 | 23:26 | 26:29 | 29:25 | 05:14 | 03:52 |
 | Linken's Sphere | 3 | 1.13% | 70.2 | 100.00% | +54.96% | 0.00% | 0.00% | 0.00% | 46:03 | 39:52 | 39:52 | 39:55 | 58:22 | 58:22 | 18:30 | 13:42 |
 | Black King Bar | 3 | 1.13% | 68.4 | 100.00% | +54.96% | 0.00% | 0.00% | 0.00% | 44:48 | 38:16 | 38:16 | 47:31 | 48:38 | 48:38 | 10:22 | 07:40 |
 | Cornucopia | 3 | 1.13% | 66.7 | 100.00% | +54.96% | 0.00% | 0.00% | 0.00% | 44:47 | 38:13 | 38:13 | 39:42 | 56:27 | 56:27 | 18:14 | 13:30 |
 | Drum of Endurance | 15 | 5.66% | 64.9 | 46.67% | +1.07% | -21.67% | +3.33% | 3.37% | 20:33 | 11:01 | 14:26 | 20:20 | 21:51 | 36:51 | 07:25 | 05:29 |
 | Ghost Scepter | 31 | 11.70% | 63.2 | 35.48% | -11.53% | +2.02% | -10.48% | -0.77% | 31:59 | 14:27 | 22:30 | 32:52 | 38:41 | 53:33 | 16:11 | 11:59 |
 | Headdress | 4 | 1.51% | 61.4 | 75.00% | +29.79% | +25.00% | +25.00% | 0.00% | 29:19 | 22:03 | 22:03 | 22:40 | 22:43 | 49:49 | 00:40 | 00:29 |
 | Lotus Orb | 13 | 4.91% | 59.6 | 46.15% | +0.52% | +20.52% | -12.82% | -3.45% | 29:36 | 17:45 | 19:13 | 26:40 | 28:53 | 57:23 | 09:40 | 07:09 |
 | Chainmail | 10 | 3.77% | 57.9 | 50.00% | +4.51% | -16.67% | +50.00% | 12.62% | 22:00 | 10:36 | 16:46 | 20:54 | 22:03 | 49:51 | 05:17 | 03:54 |
 | Ring of Health | 17 | 6.42% | 56.1 | 41.18% | -4.79% | +58.82% | -16.18% | -2.78% | 30:29 | 12:10 | 16:27 | 25:00 | 43:25 | 1:15:06 | 26:58 | 19:58 |
 | Boots of Bearing | 7 | 2.64% | 54.4 | 57.14% | +11.79% | -7.14% | -7.14% | 0.00% | 31:10 | 18:28 | 21:03 | 30:41 | 37:44 | 47:12 | 16:41 | 12:21 |
 | Ring of Basilius | 2 | 0.75% | 52.6 | 100.00% | +54.75% | 0.00% | 0.00% | 0.00% | 09:47 | 02:47 | 02:47 | 16:47 | 16:47 | 16:47 | 14:00 | 10:22 |
 | Buckler | 2 | 0.75% | 50.9 | 100.00% | +54.75% | 0.00% | 0.00% | 0.00% | 38:36 | 27:19 | 27:19 | 49:52 | 49:52 | 49:52 | 22:33 | 16:42 |
 | Guardian Greaves | 2 | 0.75% | 49.1 | 100.00% | +54.75% | 0.00% | 0.00% | 0.00% | 39:06 | 27:53 | 27:53 | 50:18 | 50:18 | 50:18 | 22:25 | 16:36 |
 | Boots of Travel 2 | 2 | 0.75% | 47.4 | 100.00% | +54.75% | 0.00% | 0.00% | 0.00% | 1:01:56 | 1:01:11 | 1:01:11 | 1:02:41 | 1:02:41 | 1:02:41 | 01:30 | 01:06 |
 | Octarine Core | 8 | 3.02% | 45.6 | 50.00% | +4.47% | 0.00% | 0.00% | 0.00% | 55:14 | 40:34 | 44:38 | 54:15 | 59:20 | 1:14:38 | 14:42 | 10:53 |
 | Aghanim's Blessing | 5 | 1.89% | 43.9 | 60.00% | +14.62% | +40.00% | -60.00% | 0.00% | 1:01:02 | 47:50 | 47:50 | 55:06 | 1:09:38 | 1:17:35 | 21:48 | 16:08 |
 | Blight Stone | 9 | 3.40% | 42.1 | 44.44% | -1.26% | -44.44% | +55.56% | 8.47% | 19:10 | -01:29 | 11:43 | 20:02 | 23:31 | 42:41 | 11:48 | 08:44 |
 | Shadow Blade | 3 | 1.13% | 40.4 | 66.67% | +21.25% | +33.33% | 0.00% | 0.00% | 46:41 | 42:41 | 42:41 | 47:12 | 50:10 | 50:10 | 07:29 | 05:32 |
 | Mekansm | 3 | 1.13% | 38.6 | 66.67% | +21.25% | +33.33% | 0.00% | 0.00% | 31:58 | 22:03 | 22:03 | 23:58 | 49:52 | 49:52 | 27:49 | 20:36 |
 | Scythe of Vyse | 3 | 1.13% | 36.8 | 66.67% | +21.25% | +33.33% | 0.00% | 0.00% | 39:02 | 37:33 | 37:33 | 39:16 | 40:18 | 40:18 | 02:45 | 02:02 |
 | Medallion of Courage | 7 | 2.64% | 35.1 | 42.86% | -2.88% | +7.14% | +7.14% | 0.00% | 18:52 | 11:43 | 12:57 | 20:02 | 21:56 | 25:08 | 08:59 | 06:39 |
 | Ring of Protection | 4 | 1.51% | 33.3 | 50.00% | +4.41% | -50.00% | +50.00% | 0.00% | 25:09 | 09:52 | 09:52 | 13:58 | 26:53 | 49:52 | 17:01 | 12:36 |
 | Pipe of Insight | 1 | 0.38% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.38% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Sange | 1 | 0.38% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 1:12:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.38% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 00:00 | 00:00 |
 | Solar Crest | 6 | 2.26% | 24.6 | 33.33% | -12.62% | -33.33% | +66.67% | 0.00% | 21:39 | 16:48 | 18:09 | 19:29 | 25:10 | 26:42 | 07:01 | 05:11 |
 | Bracer | 6 | 2.26% | 22.8 | 33.33% | -12.62% | +16.67% | -33.33% | 0.00% | 18:29 | 06:54 | 10:34 | 10:34 | 31:57 | 32:50 | 21:23 | 15:50 |
 | Crown | 7 | 2.64% | 21.1 | 28.57% | -17.55% | -28.57% | +21.43% | 6.36% | 27:50 | 14:35 | 16:50 | 23:31 | 24:42 | 1:12:35 | 07:52 | 05:49 |
 | Yasha | 2 | 0.75% | 19.3 | 50.00% | +4.37% | -50.00% | 0.00% | 0.00% | 40:45 | 37:46 | 37:46 | 43:43 | 43:43 | 43:43 | 05:57 | 04:24 |
 | Eul's Scepter of Divinity | 2 | 0.75% | 17.5 | 50.00% | +4.37% | +50.00% | 0.00% | 0.00% | 20:13 | 18:56 | 18:56 | 21:30 | 21:30 | 21:30 | 02:34 | 01:54 |
 | Quelling Blade | 21 | 7.92% | 15.8 | 14.29% | -34.07% | +25.71% | -14.29% | -5.18% | 08:51 | -01:29 | -01:29 | 05:45 | 09:12 | 43:39 | 10:41 | 07:54 |
 | Dagon (level 2) | 1 | 0.38% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 00:00 | 00:00 |
 | Dagon | 1 | 0.38% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 00:00 | 00:00 |
 | Philosopher's Stone | 1 | 0.38% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 53:58 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.38% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.38% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:07 | 1:15:07 | 1:15:07 | 1:15:07 | 1:15:07 | 1:15:07 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.38% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.38% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 00:00 | 00:00 |
 | Pavise | 2 | 0.75% | 1.8 | 0.00% | -46.01% | 0.00% | 0.00% | 0.00% | 15:47 | 14:55 | 14:55 | 16:38 | 16:38 | 16:38 | 01:43 | 01:16 |