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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 | |
 | Linken's Sphere | 13 | 28.26% | 100.0 | 61.54% | +28.21% | +5.13% | +5.13% | 0.00% | 30:54 | 16:57 | 20:07 | 30:39 | 39:31 | 46:50 | 19:24 | 14:22 |
 | Nullifier | 14 | 30.43% | 98.2 | 57.14% | +22.76% | -7.14% | +9.53% | 1.88% | 30:54 | 22:07 | 25:43 | 30:13 | 34:34 | 48:12 | 08:51 | 06:33 |
 | Helm of Iron Will | 14 | 30.43% | 96.5 | 57.14% | +22.76% | -7.14% | +9.53% | 1.91% | 30:01 | 18:20 | 25:23 | 29:31 | 34:07 | 47:00 | 08:44 | 06:28 |
 | Cornucopia | 19 | 41.30% | 94.7 | 52.63% | +19.30% | +27.37% | -12.63% | -2.22% | 19:42 | 07:17 | 09:12 | 14:12 | 27:12 | 43:24 | 18:00 | 13:20 |
 | Power Treads | 42 | 91.30% | 93.0 | 42.86% | +17.86% | +11.69% | -2.86% | -4.72% | 07:57 | 04:41 | 05:59 | 06:59 | 09:04 | 21:52 | 03:05 | 02:17 |
 | Ring of Protection | 45 | 97.83% | 91.2 | 42.22% | +42.22% | -24.04% | +12.33% | 20.78% | 07:12 | 03:08 | 06:09 | 06:58 | 07:54 | 12:32 | 01:45 | 01:17 |
 | Boots of Speed | 46 | 100.00% | 89.5 | 41.30% | +41.30% | -16.30% | +22.34% | 27.28% | 03:59 | 01:43 | 03:16 | 03:43 | 04:41 | 06:36 | 01:25 | 01:02 |
 | Soul Ring | 43 | 93.48% | 87.7 | 41.86% | +8.53% | -23.68% | +3.59% | 15.15% | 07:52 | 04:40 | 06:59 | 07:41 | 08:47 | 11:49 | 01:48 | 01:20 |
 | Wraith Band | 23 | 50.00% | 86.0 | 47.83% | +13.05% | -31.16% | +18.84% | 44.78% | 02:36 | 01:24 | 01:50 | 02:20 | 02:57 | 05:31 | 01:07 | 00:49 |
 | Magic Wand | 39 | 84.78% | 84.2 | 41.03% | -1.83% | -1.03% | -11.03% | -2.12% | 03:35 | -01:29 | -01:29 | 03:28 | 06:12 | 13:46 | 07:41 | 05:41 |
 | Harpoon | 27 | 58.70% | 82.5 | 44.44% | +7.60% | +12.70% | -15.87% | -4.13% | 22:49 | 14:28 | 17:16 | 20:58 | 24:11 | 46:00 | 06:55 | 05:07 |
 | Black King Bar | 30 | 65.22% | 80.7 | 43.33% | +5.83% | +6.67% | -0.47% | -1.42% | 23:08 | 17:31 | 19:26 | 22:05 | 24:28 | 36:46 | 05:02 | 03:43 |
 | Magic Stick | 31 | 67.39% | 78.9 | 41.94% | +1.94% | -4.44% | -4.44% | 0.00% | 01:12 | -01:29 | -01:29 | -01:29 | 01:21 | 13:45 | 02:50 | 02:05 |
 | Diadem | 28 | 60.87% | 77.2 | 42.86% | +3.97% | -14.29% | -14.29% | 0.00% | 20:25 | 05:20 | 15:08 | 19:31 | 22:47 | 46:00 | 07:39 | 05:40 |
 | Aghanim's Shard | 11 | 23.91% | 75.4 | 54.55% | +17.41% | +45.45% | -21.22% | -5.20% | 32:20 | 22:13 | 23:15 | 27:15 | 36:05 | 54:40 | 12:50 | 09:30 |
 | Orchid Malevolence | 11 | 23.91% | 73.7 | 54.55% | +17.41% | -21.22% | -54.55% | -12.05% | 14:37 | 10:54 | 12:22 | 13:06 | 15:08 | 20:44 | 02:46 | 02:02 |
 | Echo Sabre | 37 | 80.43% | 71.9 | 37.84% | -17.72% | -4.51% | +6.60% | 5.65% | 14:30 | 11:16 | 12:35 | 13:36 | 14:33 | 26:46 | 01:58 | 01:27 |
 | Assault Cuirass | 2 | 4.35% | 70.2 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 35:12 | 33:49 | 33:49 | 36:34 | 36:34 | 36:34 | 02:45 | 02:02 |
 | Maelstrom | 2 | 4.35% | 68.4 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 33:01 | 29:16 | 29:16 | 36:46 | 36:46 | 36:46 | 07:30 | 05:33 |
 | Bracer | 19 | 41.30% | 66.7 | 36.84% | -7.60% | -36.84% | +23.16% | 46.75% | 04:10 | 01:30 | 02:07 | 02:36 | 03:24 | 27:23 | 01:17 | 00:57 |
 | Blink Dagger | 5 | 10.87% | 64.9 | 60.00% | +20.98% | +40.00% | -60.00% | -6.64% | 38:24 | 26:09 | 26:09 | 40:54 | 41:13 | 45:17 | 15:04 | 11:09 |
 | Buckler | 5 | 10.87% | 63.2 | 60.00% | +20.98% | +40.00% | +40.00% | 0.00% | 22:40 | 11:18 | 11:18 | 27:16 | 28:26 | 33:50 | 17:08 | 12:41 |
 | Yasha | 21 | 45.65% | 61.4 | 33.33% | -14.67% | -33.33% | +26.67% | 4.37% | 23:56 | 13:14 | 15:42 | 23:21 | 29:25 | 39:15 | 13:43 | 10:09 |
 | Manta Style | 19 | 41.30% | 59.6 | 31.58% | -16.57% | -11.58% | +28.42% | 3.94% | 26:04 | 17:13 | 19:16 | 25:19 | 29:25 | 39:43 | 10:09 | 07:31 |
 | Crown | 4 | 8.70% | 57.9 | 50.00% | +9.52% | -50.00% | +50.00% | 0.00% | 15:52 | 08:25 | 08:25 | 13:37 | 17:05 | 24:19 | 08:40 | 06:25 |
 | Rod of Atos | 4 | 8.70% | 56.1 | 50.00% | +9.52% | -50.00% | +50.00% | 0.00% | 19:14 | 12:35 | 12:35 | 16:21 | 22:01 | 25:57 | 09:26 | 06:59 |
 | Javelin | 4 | 8.70% | 54.4 | 50.00% | +9.52% | +50.00% | +50.00% | 0.00% | 33:39 | 29:16 | 29:16 | 33:07 | 35:25 | 36:46 | 06:09 | 04:33 |
 | Scythe of Vyse | 9 | 19.57% | 52.6 | 33.33% | -9.91% | -33.33% | +66.67% | 9.46% | 34:43 | 21:34 | 27:31 | 35:41 | 38:05 | 53:16 | 10:34 | 07:49 |
 | Void Stone | 9 | 19.57% | 50.9 | 33.33% | -9.91% | -33.33% | +66.67% | 9.46% | 34:51 | 20:26 | 27:31 | 35:19 | 38:05 | 51:27 | 10:34 | 07:49 |
 | Swift Blink | 1 | 2.17% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.17% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Disperser | 1 | 2.17% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.17% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.17% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.17% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.17% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.17% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 1:01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.17% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 4.35% | 33.3 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 46:16 | 40:39 | 40:39 | 51:52 | 51:52 | 51:52 | 11:13 | 08:18 |
 | Quelling Blade | 2 | 4.35% | 31.6 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 01:56 | -01:29 | -01:29 | 05:20 | 05:20 | 05:20 | 06:49 | 05:02 |
 | Abyssal Blade | 2 | 4.35% | 29.8 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 43:20 | 42:46 | 42:46 | 43:54 | 43:54 | 43:54 | 01:08 | 00:50 |
 | Pipe of Insight | 2 | 4.35% | 28.1 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 21:38 | 19:46 | 19:46 | 23:29 | 23:29 | 23:29 | 03:43 | 02:45 |
 | Eye of Skadi | 2 | 4.35% | 26.3 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 28:05 | 25:31 | 25:31 | 30:39 | 30:39 | 30:39 | 05:08 | 03:48 |
 | Diffusal Blade | 3 | 6.52% | 24.6 | 33.33% | -8.53% | -33.33% | 0.00% | 0.00% | 29:28 | 16:30 | 16:30 | 21:19 | 50:36 | 50:36 | 34:06 | 25:15 |
 | Ring of Health | 3 | 6.52% | 22.8 | 33.33% | -8.53% | -33.33% | 0.00% | 0.00% | 26:57 | 14:49 | 14:49 | 23:16 | 42:45 | 42:45 | 27:56 | 20:41 |
 | Guardian Greaves | 3 | 6.52% | 21.1 | 33.33% | -8.53% | -33.33% | 0.00% | 0.00% | 18:23 | 13:13 | 13:13 | 14:34 | 27:22 | 27:22 | 14:09 | 10:28 |
 | Mekansm | 4 | 8.70% | 19.3 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 14:25 | 09:51 | 09:51 | 10:21 | 15:32 | 21:55 | 05:41 | 04:12 |
 | Headdress | 4 | 8.70% | 17.5 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 11:56 | 09:07 | 09:07 | 10:21 | 12:51 | 15:23 | 03:44 | 02:45 |
 | Skull Basher | 4 | 8.70% | 15.8 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 38:49 | 35:59 | 35:59 | 38:37 | 39:24 | 41:14 | 03:25 | 02:31 |
 | Arcane Boots | 4 | 8.70% | 14.0 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 07:09 | 05:33 | 05:33 | 05:35 | 07:18 | 10:09 | 01:45 | 01:17 |
 | Chainmail | 4 | 8.70% | 12.3 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 12:22 | 06:58 | 06:58 | 07:42 | 12:52 | 21:55 | 05:54 | 04:22 |
 | Vanguard | 1 | 2.17% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 4.35% | 8.8 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 34:59 | 33:30 | 33:30 | 36:27 | 36:27 | 36:27 | 02:57 | 02:11 |
 | Bloodthorn | 1 | 2.17% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Phylactery | 2 | 4.35% | 3.5 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 10:54 | 10:42 | 10:42 | 11:06 | 11:06 | 11:06 | 00:24 | 00:17 |
 | Sange | 1 | 2.17% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |