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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 | |
 | Ring of Health | 41 | 75.93% | 100.0 | 56.10% | +33.02% | +3.90% | +3.90% | 0.00% | 17:05 | 09:42 | 12:33 | 16:05 | 19:32 | 33:20 | 06:59 | 05:10 |
 | Pipe of Insight | 36 | 66.67% | 97.9 | 55.56% | +22.23% | +11.11% | +11.11% | 0.00% | 19:54 | 13:41 | 16:14 | 19:22 | 22:34 | 33:20 | 06:20 | 04:41 |
 | Hood of Defiance | 37 | 68.52% | 95.7 | 54.05% | +18.76% | +12.62% | +1.51% | -1.75% | 16:14 | 09:53 | 12:12 | 15:37 | 18:33 | 33:20 | 06:21 | 04:42 |
 | Buckler | 49 | 90.74% | 93.6 | 51.02% | +31.02% | +23.98% | -9.35% | -5.59% | 16:59 | 09:49 | 13:52 | 16:40 | 19:50 | 23:42 | 05:58 | 04:25 |
 | Ring of Protection | 54 | 100.00% | 91.5 | 48.15% | +48.15% | +8.99% | -32.77% | -21.06% | 07:45 | -01:22 | 06:47 | 07:28 | 08:46 | 20:52 | 01:59 | 01:28 |
 | Boots of Speed | 54 | 100.00% | 89.4 | 48.15% | +48.15% | +8.99% | -25.07% | -17.03% | 04:06 | 01:49 | 03:00 | 03:53 | 05:00 | 07:22 | 02:00 | 01:28 |
 | Arcane Boots | 54 | 100.00% | 87.2 | 48.15% | +48.15% | +16.14% | -32.77% | -32.25% | 06:57 | 04:45 | 06:08 | 06:32 | 07:39 | 10:31 | 01:31 | 01:07 |
 | Soul Ring | 52 | 96.30% | 85.1 | 48.08% | -1.92% | +13.46% | -25.00% | -23.55% | 08:44 | 03:53 | 07:48 | 08:40 | 09:26 | 13:08 | 01:38 | 01:12 |
 | Guardian Greaves | 47 | 87.04% | 83.0 | 48.94% | +6.08% | +17.73% | -15.61% | -6.23% | 18:41 | 13:13 | 15:49 | 17:48 | 21:10 | 26:40 | 05:21 | 03:57 |
 | Headdress | 53 | 98.15% | 80.9 | 47.17% | -52.83% | +6.68% | -16.40% | -7.61% | 11:43 | 07:12 | 09:52 | 11:19 | 12:54 | 19:03 | 03:02 | 02:14 |
 | Chainmail | 51 | 94.44% | 78.7 | 47.06% | -19.61% | +14.48% | -0.91% | -3.08% | 12:55 | 07:47 | 10:08 | 11:43 | 15:08 | 20:58 | 05:00 | 03:42 |
 | Mekansm | 51 | 94.44% | 76.6 | 47.06% | -19.61% | +14.48% | +6.79% | -1.95% | 14:21 | 09:37 | 12:00 | 13:11 | 15:57 | 22:02 | 03:57 | 02:55 |
 | Lotus Orb | 7 | 12.96% | 74.5 | 71.43% | +26.75% | -21.43% | -21.43% | 0.00% | 29:27 | 23:18 | 25:44 | 30:46 | 31:43 | 32:10 | 05:59 | 04:25 |
 | Magic Wand | 29 | 53.70% | 72.3 | 48.28% | +0.28% | +23.15% | +23.15% | 0.00% | 05:11 | -01:29 | -01:29 | 05:06 | 10:09 | 14:49 | 11:38 | 08:37 |
 | Wraith Band | 40 | 74.07% | 70.2 | 45.00% | -12.14% | +5.00% | -5.00% | -9.68% | 01:32 | -01:29 | 01:22 | 02:00 | 02:24 | 06:15 | 01:02 | 00:45 |
 | Vladmir's Offering | 12 | 22.22% | 68.1 | 58.33% | +13.09% | -25.00% | -58.33% | -4.76% | 22:56 | 18:51 | 19:00 | 20:14 | 26:00 | 29:19 | 07:00 | 05:11 |
 | Morbid Mask | 12 | 22.22% | 66.0 | 58.33% | +13.09% | +8.34% | -25.00% | -4.90% | 22:00 | 17:54 | 18:09 | 19:11 | 24:57 | 29:01 | 06:48 | 05:02 |
 | Ring of Basilius | 12 | 22.22% | 63.8 | 58.33% | +13.09% | +41.67% | -58.33% | -11.41% | 21:22 | 15:46 | 16:39 | 18:17 | 25:25 | 29:01 | 08:46 | 06:29 |
 | Scythe of Vyse | 17 | 31.48% | 61.7 | 52.94% | +6.99% | +22.06% | -27.94% | -5.64% | 34:20 | 23:31 | 28:46 | 34:04 | 37:38 | 44:39 | 08:52 | 06:34 |
 | Void Stone | 26 | 48.15% | 59.6 | 46.15% | -3.85% | +10.99% | -29.48% | -4.34% | 27:06 | 09:02 | 22:50 | 26:24 | 32:09 | 45:56 | 09:19 | 06:54 |
 | Quelling Blade | 37 | 68.52% | 57.4 | 40.54% | -24.17% | +15.02% | +3.90% | -11.12% | -01:08 | -01:29 | -01:29 | -01:29 | -01:28 | 01:33 | 00:01 | 00:00 |
 | Aeon Disk | 6 | 11.11% | 55.3 | 66.67% | +20.84% | +33.33% | -66.67% | 0.00% | 46:52 | 32:46 | 40:24 | 44:42 | 54:30 | 58:24 | 14:06 | 10:26 |
 | Magic Stick | 23 | 42.59% | 53.2 | 43.48% | -8.13% | -10.15% | +6.52% | 7.52% | 02:32 | -01:29 | -01:28 | 01:54 | 03:41 | 11:46 | 05:09 | 03:48 |
 | Wind Lace | 20 | 37.04% | 51.1 | 45.00% | -5.00% | +15.00% | +15.00% | 0.00% | 05:29 | -01:29 | -01:29 | 02:41 | 04:49 | 45:42 | 06:18 | 04:40 |
 | Wraith Pact | 9 | 16.67% | 48.9 | 55.56% | +8.89% | -5.56% | -55.56% | 0.00% | 25:15 | 21:16 | 21:42 | 22:42 | 27:45 | 35:53 | 06:03 | 04:28 |
 | Black King Bar | 12 | 22.22% | 46.8 | 50.00% | +2.38% | -16.67% | -16.67% | 0.00% | 40:26 | 21:11 | 29:46 | 34:33 | 46:28 | 1:09:10 | 16:42 | 12:22 |
 | Skull Basher | 2 | 3.70% | 44.7 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 31:52 | 27:59 | 27:59 | 35:44 | 35:44 | 35:44 | 07:45 | 05:44 |
 | Aghanim's Scepter | 8 | 14.81% | 42.6 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 35:37 | 29:26 | 30:04 | 33:35 | 37:50 | 47:11 | 07:46 | 05:45 |
 | Assault Cuirass | 4 | 7.41% | 40.4 | 50.00% | +2.00% | -50.00% | +50.00% | 0.00% | 39:40 | 30:35 | 30:35 | 36:27 | 40:45 | 50:52 | 10:10 | 07:31 |
 | Vanguard | 1 | 1.85% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.85% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.85% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 |
 | Radiance | 1 | 1.85% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.85% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Blight Stone | 5 | 9.26% | 25.5 | 40.00% | -8.98% | +60.00% | -40.00% | 0.00% | 02:57 | 01:32 | 01:32 | 02:15 | 04:11 | 04:49 | 02:39 | 01:57 |
 | Heaven's Halberd | 7 | 12.96% | 23.4 | 28.57% | -22.49% | +21.43% | -28.57% | 0.00% | 29:43 | 26:25 | 26:51 | 29:47 | 30:45 | 34:13 | 03:54 | 02:53 |
 | Sange | 8 | 14.81% | 21.3 | 25.00% | -27.17% | +25.00% | -25.00% | 0.00% | 28:07 | 23:20 | 23:59 | 26:47 | 28:41 | 36:48 | 04:42 | 03:28 |
 | Orchid Malevolence | 2 | 3.70% | 19.1 | 50.00% | +1.92% | +50.00% | 0.00% | 0.00% | 14:06 | 13:54 | 13:54 | 14:17 | 14:17 | 14:17 | 00:23 | 00:17 |
 | Fluffy Hat | 1 | 1.85% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.85% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 3.70% | 12.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 44:22 | 42:48 | 42:48 | 45:56 | 45:56 | 45:56 | 03:08 | 02:19 |
 | Orb of Corrosion | 1 | 1.85% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.85% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.85% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 3.70% | 4.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:37 | 03:37 | 03:39 | 03:39 | 03:39 | 00:02 | 00:01 |
 | Linken's Sphere | 2 | 3.70% | 2.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:29 | 38:13 | 38:13 | 46:44 | 46:44 | 46:44 | 08:31 | 06:18 |