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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 Scepter | 15 | 30.61% | 100.0 | 66.67% | +25.49% | +33.33% | +8.33% | -2.34% | 28:46 | 18:07 | 20:00 | 26:48 | 30:40 | 60:53 | 10:40 | 07:54 |
 | Magic Stick | 40 | 81.63% | 98.0 | 52.50% | +19.17% | -2.50% | +17.50% | 4.10% | 03:21 | -01:29 | -01:28 | 02:06 | 06:21 | 19:37 | 07:49 | 05:47 |
 | Vladmir's Offering | 18 | 36.73% | 96.1 | 61.11% | +19.17% | -21.11% | +13.89% | 3.38% | 25:22 | 15:04 | 18:27 | 21:56 | 28:49 | 46:22 | 10:22 | 07:40 |
 | Wraith Pact | 16 | 32.65% | 94.1 | 62.50% | +20.08% | -12.50% | +37.50% | 4.86% | 29:00 | 18:40 | 22:57 | 25:38 | 33:14 | 47:53 | 10:17 | 07:37 |
 | Boots of Speed | 49 | 100.00% | 92.2 | 48.98% | +48.98% | +9.35% | -23.98% | -7.69% | 06:45 | -01:29 | 04:11 | 06:11 | 08:31 | 21:11 | 04:20 | 03:12 |
 | Morbid Mask | 19 | 38.78% | 90.2 | 57.89% | +14.56% | -17.89% | +2.11% | 1.81% | 25:08 | 12:53 | 17:47 | 25:49 | 28:49 | 46:22 | 11:02 | 08:10 |
 | Buckler | 19 | 38.78% | 88.2 | 57.89% | +14.56% | -17.89% | +22.11% | 3.88% | 23:15 | 10:07 | 16:11 | 21:49 | 26:29 | 46:22 | 10:18 | 07:37 |
 | Magic Wand | 33 | 67.35% | 86.3 | 51.52% | +7.77% | +10.98% | -1.52% | -1.74% | 08:45 | 01:16 | 03:24 | 08:01 | 10:34 | 28:34 | 07:10 | 05:18 |
 | Ring of Protection | 42 | 85.71% | 84.3 | 47.62% | -9.52% | -20.35% | +12.38% | 4.84% | 06:09 | -01:29 | 02:04 | 04:48 | 08:50 | 25:49 | 06:46 | 05:00 |
 | Drum of Endurance | 3 | 6.12% | 82.4 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 26:16 | 13:20 | 13:20 | 18:59 | 46:28 | 46:28 | 33:08 | 24:32 |
 | Chainmail | 3 | 6.12% | 80.4 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 41:33 | 25:24 | 25:24 | 42:17 | 56:57 | 56:57 | 31:33 | 23:22 |
 | Kaya | 3 | 6.12% | 78.4 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 37:43 | 30:12 | 30:12 | 37:44 | 45:13 | 45:13 | 15:01 | 11:07 |
 | Ring of Basilius | 20 | 40.82% | 76.5 | 55.00% | +10.17% | +5.00% | +5.00% | 0.00% | 21:46 | 04:19 | 12:38 | 19:33 | 26:32 | 46:22 | 13:54 | 10:17 |
 | Ring of Health | 11 | 22.45% | 74.5 | 63.64% | +18.90% | +3.03% | +3.03% | 0.00% | 32:28 | 16:49 | 21:36 | 34:23 | 35:22 | 52:42 | 13:46 | 10:11 |
 | Blight Stone | 9 | 18.37% | 72.5 | 66.67% | +21.67% | -66.67% | +33.33% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -01:03 | 00:00 | 00:00 |
 | Tranquil Boots | 7 | 14.29% | 70.6 | 71.43% | +26.19% | -21.43% | +28.57% | 5.92% | 21:33 | 09:01 | 11:01 | 15:45 | 19:28 | 48:30 | 08:27 | 06:15 |
 | Void Stone | 19 | 38.78% | 68.6 | 52.63% | +5.96% | -32.63% | +7.37% | 2.39% | 24:41 | 11:25 | 14:22 | 27:10 | 31:05 | 44:48 | 16:43 | 12:22 |
 | Wind Lace | 22 | 44.90% | 66.7 | 50.00% | +1.85% | -16.67% | +10.00% | 1.20% | 19:44 | -01:27 | 08:33 | 18:35 | 30:46 | 46:28 | 22:13 | 16:27 |
 | Urn of Shadows | 37 | 75.51% | 64.7 | 43.24% | -23.43% | -32.13% | +12.32% | 11.35% | 07:32 | 03:38 | 05:25 | 06:37 | 09:20 | 14:57 | 03:55 | 02:54 |
 | Spirit Vessel | 24 | 48.98% | 62.7 | 41.67% | -14.33% | -8.34% | -8.34% | 0.00% | 18:35 | 13:19 | 16:18 | 18:21 | 19:58 | 24:35 | 03:40 | 02:42 |
 | Wind Waker | 4 | 8.16% | 60.8 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 41:14 | 34:49 | 34:49 | 39:56 | 39:56 | 50:14 | 05:07 | 03:47 |
 | Lotus Orb | 4 | 8.16% | 58.8 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 28:26 | 21:50 | 21:50 | 22:04 | 34:07 | 35:42 | 12:17 | 09:05 |
 | Mekansm | 2 | 4.08% | 56.9 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 41:11 | 25:24 | 25:24 | 56:57 | 56:57 | 56:57 | 31:33 | 23:22 |
 | Headdress | 7 | 14.29% | 54.9 | 57.14% | +9.52% | -7.14% | -7.14% | 0.00% | 20:51 | -01:29 | -01:29 | 25:24 | 31:29 | 41:41 | 32:58 | 24:25 |
 | Eul's Scepter of Divinity | 14 | 28.57% | 52.9 | 42.86% | -8.57% | +7.14% | -9.53% | -1.39% | 25:27 | 15:42 | 19:08 | 24:20 | 31:05 | 38:02 | 11:57 | 08:51 |
 | Arcane Boots | 8 | 16.33% | 51.0 | 50.00% | +1.22% | 0.00% | 0.00% | 0.00% | 23:04 | 07:29 | 08:24 | 20:29 | 28:48 | 57:09 | 20:24 | 15:06 |
 | Hood of Defiance | 5 | 10.20% | 49.0 | 60.00% | +12.27% | +40.00% | +40.00% | 0.00% | 31:23 | 19:17 | 19:17 | 35:01 | 35:24 | 42:44 | 16:07 | 11:56 |
 | Force Staff | 12 | 24.49% | 47.1 | 41.67% | -9.68% | -8.34% | -8.34% | 0.00% | 25:30 | 19:28 | 21:55 | 25:15 | 28:22 | 32:29 | 06:27 | 04:46 |
 | Fluffy Hat | 13 | 26.53% | 45.1 | 38.46% | -14.32% | -5.13% | -5.13% | 0.00% | 20:47 | 08:47 | 16:11 | 20:56 | 23:28 | 32:29 | 07:17 | 05:23 |
 | Pipe of Insight | 4 | 8.16% | 43.1 | 50.00% | +1.11% | +50.00% | +50.00% | 0.00% | 33:07 | 22:31 | 22:31 | 32:13 | 35:01 | 42:44 | 12:30 | 09:15 |
 | Blink Dagger | 9 | 18.37% | 41.2 | 33.33% | -19.17% | +66.67% | -33.33% | -10.14% | 36:24 | 27:14 | 28:00 | 35:05 | 37:52 | 55:11 | 09:52 | 07:18 |
 | Aghanim's Blessing | 1 | 2.04% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 2.04% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.04% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.04% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.04% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.04% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.04% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.04% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.04% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Yasha | 1 | 2.04% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:55 | 48:55 | 48:55 | 48:55 | 48:55 | 48:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.04% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.04% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.04% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 4.08% | 13.7 | 50.00% | +1.06% | -50.00% | 0.00% | 0.00% | 58:22 | 47:21 | 47:21 | 1:09:22 | 1:09:22 | 1:09:22 | 22:01 | 16:18 |
 | Crown | 2 | 4.08% | 11.8 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 43:14 | 42:19 | 42:19 | 44:08 | 44:08 | 44:08 | 01:49 | 01:20 |
 | Linken's Sphere | 2 | 4.08% | 9.8 | 50.00% | +1.06% | +50.00% | 0.00% | 0.00% | 48:45 | 44:48 | 44:48 | 52:42 | 52:42 | 52:42 | 07:54 | 05:51 |
 | Wraith Band | 2 | 4.08% | 7.8 | 50.00% | +1.06% | -50.00% | 0.00% | 0.00% | 00:32 | -01:29 | -01:29 | 02:33 | 02:33 | 02:33 | 04:02 | 02:59 |
 | Dagon (level 2) | 1 | 2.04% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Dagon | 1 | 2.04% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 4.08% | 2.0 | 0.00% | -51.06% | 0.00% | 0.00% | 0.00% | 10:07 | -01:30 | -01:30 | 21:43 | 21:43 | 21:43 | 23:13 | 17:11 |