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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 | |
 | Diadem | 22 | 26.19% | 100.0 | 77.27% | +40.17% | +22.73% | -17.27% | -2.88% | 30:08 | 19:19 | 24:00 | 26:29 | 37:54 | 51:47 | 13:54 | 10:17 |
 | Harpoon | 22 | 26.19% | 98.1 | 77.27% | +40.17% | +6.06% | -17.27% | -1.71% | 31:20 | 20:47 | 24:45 | 28:07 | 38:22 | 52:32 | 13:37 | 10:05 |
 | Ring of Health | 6 | 7.14% | 96.3 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 39:42 | 36:00 | 36:18 | 37:17 | 42:22 | 44:16 | 06:04 | 04:29 |
 | Abyssal Blade | 6 | 7.14% | 94.4 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 39:53 | 36:07 | 36:34 | 37:32 | 42:29 | 44:25 | 05:55 | 04:22 |
 | Vanguard | 6 | 7.14% | 92.6 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 39:43 | 36:00 | 36:24 | 37:17 | 42:22 | 44:16 | 05:58 | 04:25 |
 | Skull Basher | 12 | 14.29% | 90.7 | 83.33% | +41.66% | +16.67% | -16.66% | -3.59% | 31:28 | 21:19 | 26:20 | 32:01 | 35:37 | 40:37 | 09:17 | 06:52 |
 | Aghanim's Scepter | 75 | 89.29% | 88.9 | 52.00% | +40.89% | +16.42% | -4.63% | -4.45% | 21:10 | 14:47 | 18:30 | 20:35 | 23:14 | 39:43 | 04:44 | 03:30 |
 | Mage Slayer | 33 | 39.29% | 87.0 | 57.58% | +16.40% | +17.42% | +17.42% | 0.00% | 24:30 | 14:07 | 19:37 | 23:03 | 27:03 | 47:19 | 07:26 | 05:30 |
 | Echo Sabre | 78 | 92.86% | 85.2 | 50.00% | +33.33% | +10.00% | -7.89% | -3.83% | 14:51 | 09:17 | 12:11 | 13:24 | 16:51 | 48:54 | 04:40 | 03:27 |
 | Magic Wand | 73 | 86.90% | 83.3 | 49.32% | +12.96% | -4.88% | -10.43% | -0.93% | 06:38 | -01:29 | 02:31 | 06:22 | 08:28 | 24:11 | 05:57 | 04:24 |
 | Magic Stick | 81 | 96.43% | 81.5 | 48.15% | +14.82% | -8.15% | +11.85% | 20.00% | -00:08 | -01:30 | -01:29 | -01:29 | -01:23 | 10:08 | 00:06 | 00:04 |
 | Boots of Speed | 84 | 100.00% | 79.6 | 47.62% | +47.62% | +9.52% | -4.76% | -7.08% | 03:37 | 01:07 | 02:27 | 03:19 | 04:28 | 08:25 | 02:01 | 01:29 |
 | Eye of Skadi | 22 | 26.19% | 77.8 | 59.09% | +15.54% | -25.76% | +0.91% | 5.76% | 35:06 | 27:02 | 32:34 | 33:45 | 37:12 | 50:12 | 04:38 | 03:25 |
 | Wraith Band | 33 | 39.29% | 75.9 | 54.55% | +11.41% | -4.55% | -4.55% | 0.00% | 02:54 | 01:07 | 01:42 | 02:24 | 02:56 | 09:46 | 01:14 | 00:54 |
 | Power Treads | 81 | 96.43% | 74.1 | 46.91% | -19.76% | +3.09% | -11.91% | -12.50% | 06:44 | 04:20 | 06:04 | 06:24 | 07:16 | 12:09 | 01:12 | 00:53 |
 | Quelling Blade | 79 | 94.05% | 72.2 | 46.84% | -13.16% | +3.16% | -1.84% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Aghanim's Shard | 68 | 80.95% | 70.4 | 47.06% | -2.94% | +17.65% | -11.77% | -5.50% | 24:28 | 17:44 | 21:33 | 24:12 | 26:54 | 35:54 | 05:21 | 03:57 |
 | Black King Bar | 32 | 38.10% | 68.5 | 53.13% | +8.90% | -15.63% | +9.37% | 3.12% | 30:18 | 19:45 | 25:00 | 27:49 | 33:01 | 57:41 | 08:01 | 05:56 |
 | Diffusal Blade | 56 | 66.67% | 66.7 | 46.43% | -3.57% | -3.57% | -3.57% | 0.00% | 14:06 | 09:28 | 11:58 | 13:58 | 15:57 | 23:13 | 03:59 | 02:57 |
 | Cornucopia | 29 | 34.52% | 64.8 | 51.72% | +6.27% | +19.71% | -8.86% | -2.42% | 34:36 | 18:55 | 28:50 | 34:46 | 40:39 | 54:17 | 11:49 | 08:45 |
 | Bottle | 3 | 3.57% | 63.0 | 100.00% | +54.32% | 0.00% | 0.00% | 0.00% | 01:33 | 00:56 | 00:56 | 01:39 | 02:05 | 02:05 | 01:09 | 00:51 |
 | Orchid Malevolence | 14 | 16.67% | 61.1 | 57.14% | +11.43% | -7.14% | +9.53% | 2.46% | 37:24 | 23:25 | 33:52 | 36:23 | 40:39 | 54:27 | 06:47 | 05:01 |
 | Linken's Sphere | 15 | 17.86% | 59.3 | 53.33% | +6.95% | -3.33% | -3.33% | 0.00% | 34:28 | 20:51 | 27:57 | 33:34 | 38:50 | 46:31 | 10:53 | 08:03 |
 | Bloodthorn | 12 | 14.29% | 57.4 | 50.00% | +2.78% | -16.67% | +16.67% | 2.93% | 40:05 | 31:10 | 33:52 | 37:52 | 45:14 | 54:28 | 11:22 | 08:25 |
 | Ghost Scepter | 2 | 2.38% | 55.6 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 32:05 | 26:06 | 26:06 | 38:03 | 38:03 | 38:03 | 11:57 | 08:51 |
 | Drum of Endurance | 2 | 2.38% | 53.7 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 15:53 | 14:57 | 14:57 | 16:48 | 16:48 | 16:48 | 01:51 | 01:22 |
 | Nullifier | 7 | 8.33% | 51.9 | 57.14% | +10.39% | +42.86% | -7.14% | -17.54% | 38:46 | 30:58 | 33:17 | 35:30 | 36:08 | 57:45 | 02:51 | 02:06 |
 | Bracer | 15 | 17.86% | 50.0 | 40.00% | -9.28% | -15.00% | -15.00% | 0.00% | 02:11 | 00:49 | 01:47 | 02:01 | 02:19 | 04:10 | 00:32 | 00:23 |
 | Disperser | 5 | 5.95% | 48.1 | 60.00% | +13.16% | +40.00% | +40.00% | 0.00% | 41:31 | 37:59 | 37:59 | 40:37 | 44:46 | 45:55 | 06:47 | 05:01 |
 | Monkey King Bar | 6 | 7.14% | 46.3 | 50.00% | +2.56% | -50.00% | +50.00% | 0.00% | 39:17 | 24:49 | 35:38 | 36:04 | 44:34 | 55:56 | 08:56 | 06:37 |
 | Helm of Iron Will | 6 | 7.14% | 44.4 | 50.00% | +2.56% | 0.00% | -50.00% | 0.00% | 33:12 | 29:24 | 30:03 | 30:11 | 33:24 | 43:57 | 03:21 | 02:28 |
 | Javelin | 6 | 7.14% | 42.6 | 50.00% | +2.56% | -50.00% | +50.00% | 0.00% | 35:37 | 21:55 | 31:25 | 34:10 | 43:54 | 43:57 | 12:29 | 09:14 |
 | Aghanim's Blessing | 3 | 3.57% | 40.7 | 66.67% | +19.76% | +33.33% | 0.00% | 0.00% | 52:55 | 49:24 | 49:24 | 49:32 | 59:48 | 59:48 | 10:24 | 07:42 |
 | Wind Lace | 3 | 3.57% | 38.9 | 66.67% | +19.76% | -66.67% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Sange and Yasha | 4 | 4.76% | 37.0 | 50.00% | +2.50% | -50.00% | +50.00% | 0.00% | 31:53 | 18:43 | 18:43 | 29:56 | 31:21 | 47:31 | 12:38 | 09:21 |
 | Blink Dagger | 1 | 1.19% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.19% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.19% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 5.95% | 29.6 | 40.00% | -8.10% | +60.00% | -40.00% | 0.00% | 12:33 | 11:26 | 11:26 | 12:06 | 12:28 | 14:42 | 01:02 | 00:45 |
 | Sange | 5 | 5.95% | 27.8 | 40.00% | -8.10% | -40.00% | +60.00% | 0.00% | 26:26 | 18:26 | 18:26 | 28:28 | 28:45 | 29:13 | 10:19 | 07:38 |
 | Orb of Venom | 2 | 2.38% | 25.9 | 50.00% | +2.44% | +50.00% | 0.00% | 0.00% | 02:35 | 01:32 | 01:32 | 03:37 | 03:37 | 03:37 | 02:05 | 01:32 |
 | Crystalys | 3 | 3.57% | 24.1 | 33.33% | -14.82% | -33.33% | 0.00% | 0.00% | 34:36 | 30:05 | 30:05 | 33:17 | 40:27 | 40:27 | 10:22 | 07:40 |
 | Moon Shard | 3 | 3.57% | 22.2 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 39:56 | 32:34 | 32:34 | 35:03 | 52:11 | 52:11 | 19:37 | 14:31 |
 | Shadow Blade | 4 | 4.76% | 20.4 | 25.00% | -23.75% | -25.00% | -25.00% | 0.00% | 27:52 | 16:50 | 16:50 | 25:38 | 28:32 | 40:27 | 11:42 | 08:40 |
 | Silver Edge | 4 | 4.76% | 18.5 | 25.00% | -23.75% | -25.00% | -25.00% | 0.00% | 37:57 | 30:47 | 30:47 | 33:57 | 40:30 | 46:34 | 09:43 | 07:11 |
 | Yasha | 4 | 4.76% | 16.7 | 25.00% | -23.75% | -25.00% | -25.00% | 0.00% | 25:14 | 15:38 | 15:38 | 24:24 | 29:56 | 30:56 | 14:18 | 10:35 |
 | Manta Style | 1 | 1.19% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Fluffy Hat | 4 | 4.76% | 13.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:32 | 06:04 | 06:04 | 06:27 | 08:45 | 08:51 | 02:41 | 01:59 |
 | Falcon Blade | 2 | 2.38% | 11.1 | 0.00% | -48.78% | 0.00% | 0.00% | 0.00% | 10:02 | 06:44 | 06:44 | 13:19 | 13:19 | 13:19 | 06:35 | 04:52 |
 | Refresher Orb | 4 | 4.76% | 9.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 57:15 | 44:09 | 44:09 | 57:36 | 1:03:02 | 1:04:12 | 18:53 | 13:59 |
 | Eul's Scepter of Divinity | 1 | 1.19% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.19% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.19% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.19% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 00:00 | 00:00 |