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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 | |
 | Heaven's Halberd | 6 | 9.38% | 100.0 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% | 26:12 | 20:59 | 21:21 | 25:45 | 29:46 | 32:16 | 08:25 | 06:14 |
 | Sange | 12 | 18.75% | 97.9 | 75.00% | +42.31% | +25.00% | -8.33% | -5.46% | 25:43 | 18:28 | 20:57 | 21:49 | 27:03 | 51:17 | 06:06 | 04:31 |
 | Aghanim's Scepter | 10 | 15.63% | 95.8 | 70.00% | +34.81% | +30.00% | -20.00% | -4.27% | 33:54 | 23:31 | 26:10 | 31:07 | 37:52 | 57:19 | 11:42 | 08:40 |
 | Magic Wand | 59 | 92.19% | 93.8 | 44.07% | +44.07% | +15.93% | -4.07% | -4.58% | 06:28 | 01:39 | 04:09 | 06:19 | 08:31 | 14:35 | 04:22 | 03:14 |
 | Power Treads | 60 | 93.75% | 91.7 | 43.33% | +43.33% | -23.33% | +16.67% | 14.04% | 08:16 | 04:38 | 06:23 | 07:44 | 09:14 | 21:25 | 02:51 | 02:06 |
 | Magic Stick | 60 | 93.75% | 89.6 | 43.33% | +43.33% | -10.00% | -3.33% | 1.56% | 02:32 | -01:29 | -01:29 | 01:09 | 05:46 | 14:35 | 07:15 | 05:22 |
 | Linken's Sphere | 7 | 10.94% | 87.5 | 71.43% | +34.59% | -21.43% | -21.43% | 0.00% | 27:14 | 16:06 | 20:13 | 26:25 | 32:24 | 40:24 | 12:11 | 09:01 |
 | Black King Bar | 63 | 98.44% | 85.4 | 41.27% | +41.27% | +14.98% | -3.77% | -6.54% | 18:03 | 13:42 | 16:22 | 17:39 | 19:14 | 27:37 | 02:52 | 02:07 |
 | Boots of Speed | 64 | 100.00% | 83.3 | 40.63% | +40.63% | -9.38% | +3.12% | 7.43% | 03:17 | 01:35 | 02:14 | 02:55 | 03:55 | 07:00 | 01:41 | 01:14 |
 | Wind Lace | 27 | 42.19% | 81.3 | 48.15% | +13.01% | +8.99% | -5.29% | -3.58% | 10:07 | 03:14 | 05:09 | 07:34 | 09:08 | 54:39 | 03:59 | 02:57 |
 | Ring of Health | 43 | 67.19% | 79.2 | 41.86% | +3.76% | -5.50% | +21.78% | 4.14% | 24:29 | 09:49 | 20:24 | 22:54 | 26:59 | 42:47 | 06:35 | 04:52 |
 | Shiva's Guard | 10 | 15.63% | 77.1 | 60.00% | +22.96% | -26.67% | +40.00% | 3.96% | 34:24 | 25:30 | 26:48 | 30:51 | 43:38 | 47:11 | 16:50 | 12:28 |
 | Morbid Mask | 10 | 15.63% | 75.0 | 60.00% | +22.96% | -26.67% | -10.00% | 1.58% | 33:04 | 22:38 | 27:44 | 30:38 | 38:18 | 48:12 | 10:34 | 07:49 |
 | Refresher Orb | 38 | 59.38% | 72.9 | 42.11% | +3.65% | -12.11% | +2.33% | 1.75% | 30:20 | 18:28 | 26:27 | 28:08 | 34:43 | 43:02 | 08:16 | 06:07 |
 | Void Stone | 48 | 75.00% | 70.8 | 39.58% | -4.17% | +2.09% | +10.42% | 1.09% | 22:23 | 06:33 | 18:40 | 21:24 | 26:19 | 42:47 | 07:39 | 05:40 |
 | Quelling Blade | 33 | 51.56% | 68.8 | 42.42% | +3.71% | +7.58% | +20.08% | 12.50% | -00:58 | -01:29 | -01:29 | -01:29 | -01:28 | 10:53 | 00:01 | 00:00 |
 | Fluffy Hat | 39 | 60.94% | 66.7 | 38.46% | -5.54% | +11.54% | +1.54% | -3.05% | 06:14 | 01:02 | 04:27 | 06:24 | 07:44 | 10:33 | 03:17 | 02:25 |
 | Falcon Blade | 39 | 60.94% | 64.6 | 38.46% | -5.54% | +21.54% | -18.46% | -13.64% | 08:00 | 04:36 | 06:21 | 08:12 | 09:17 | 11:18 | 02:56 | 02:10 |
 | Satanic | 6 | 9.38% | 62.5 | 66.67% | +28.74% | -16.67% | +33.33% | 0.00% | 33:53 | 26:16 | 30:24 | 35:03 | 37:08 | 38:39 | 06:44 | 04:59 |
 | Wraith Band | 21 | 32.81% | 60.4 | 42.86% | +3.33% | +17.14% | -22.86% | -19.67% | 03:10 | -01:29 | 01:44 | 02:37 | 03:46 | 12:00 | 02:02 | 01:30 |
 | Lotus Orb | 2 | 3.13% | 58.3 | 100.00% | +61.29% | 0.00% | 0.00% | 0.00% | 25:32 | 23:02 | 23:02 | 28:01 | 28:01 | 28:01 | 04:59 | 03:41 |
 | Hand of Midas | 2 | 3.13% | 56.3 | 100.00% | +61.29% | 0.00% | 0.00% | 0.00% | 09:58 | 06:48 | 06:48 | 13:08 | 13:08 | 13:08 | 06:20 | 04:41 |
 | Blink Dagger | 8 | 12.50% | 54.2 | 50.00% | +10.71% | 0.00% | 0.00% | 0.00% | 34:23 | 21:37 | 29:37 | 34:47 | 38:05 | 40:53 | 08:28 | 06:16 |
 | Sange and Yasha | 5 | 7.81% | 52.1 | 60.00% | +21.02% | +40.00% | -60.00% | 0.00% | 23:07 | 20:57 | 20:57 | 23:35 | 24:45 | 25:03 | 03:48 | 02:48 |
 | Bottle | 13 | 20.31% | 50.0 | 38.46% | -2.72% | +28.21% | -38.46% | -66.67% | 01:31 | 01:04 | 01:15 | 01:22 | 01:35 | 02:36 | 00:20 | 00:14 |
 | Ring of Protection | 14 | 21.88% | 47.9 | 35.71% | -6.29% | -10.71% | -35.71% | -3.32% | 31:01 | 19:57 | 27:05 | 30:43 | 34:37 | 45:33 | 07:32 | 05:34 |
 | Yasha | 6 | 9.38% | 45.8 | 50.00% | +10.34% | 0.00% | +50.00% | 0.00% | 20:03 | 16:30 | 18:12 | 19:00 | 21:22 | 24:36 | 03:10 | 02:20 |
 | Assault Cuirass | 13 | 20.31% | 43.8 | 30.77% | -12.37% | +35.90% | -30.77% | -12.70% | 33:32 | 22:18 | 29:54 | 32:11 | 35:09 | 52:06 | 05:15 | 03:53 |
 | Buckler | 13 | 20.31% | 41.7 | 30.77% | -12.37% | +2.56% | -30.77% | -3.05% | 31:03 | 19:58 | 23:41 | 30:53 | 34:37 | 45:33 | 10:56 | 08:05 |
 | Heart of Tarrasque | 1 | 1.56% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.56% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |
 | Javelin | 6 | 9.38% | 31.3 | 33.33% | -8.05% | +16.67% | -33.33% | 0.00% | 22:38 | 08:32 | 09:47 | 18:45 | 31:16 | 46:56 | 21:29 | 15:54 |
 | Butterfly | 2 | 3.13% | 29.2 | 50.00% | +9.68% | +50.00% | 0.00% | 0.00% | 37:05 | 33:45 | 33:45 | 40:25 | 40:25 | 40:25 | 06:40 | 04:56 |
 | Mjollnir | 2 | 3.13% | 27.1 | 50.00% | +9.68% | +50.00% | 0.00% | 0.00% | 32:49 | 26:17 | 26:17 | 39:20 | 39:20 | 39:20 | 13:03 | 09:40 |
 | Aghanim's Shard | 3 | 4.69% | 25.0 | 33.33% | -7.65% | +66.67% | 0.00% | 0.00% | 45:16 | 33:57 | 33:57 | 42:52 | 58:58 | 58:58 | 25:01 | 18:31 |
 | Maelstrom | 5 | 7.81% | 22.9 | 20.00% | -22.37% | +80.00% | -20.00% | 0.00% | 22:03 | 10:20 | 10:20 | 19:18 | 20:29 | 46:56 | 10:09 | 07:31 |
 | Eul's Scepter of Divinity | 6 | 9.38% | 20.8 | 16.67% | -26.43% | -16.67% | -16.67% | 0.00% | 15:16 | 12:08 | 12:11 | 13:03 | 14:34 | 25:49 | 02:23 | 01:45 |
 | Shadow Blade | 1 | 1.56% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Chainmail | 2 | 3.13% | 16.7 | 0.00% | -41.94% | 0.00% | 0.00% | 0.00% | 18:51 | 07:21 | 07:21 | 30:20 | 30:20 | 30:20 | 22:59 | 17:01 |
 | Crystalys | 1 | 1.56% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.56% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.56% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |