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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.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Boots of Bearing | 389 | 4.65% | 98.4 | 70.44% | +21.75% | +2.76% | -7.55% | -0.88% | 31:33 | 12:53 | 25:06 | 30:52 | 36:45 | 1:14:40 | 08:37 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Crystal Maiden | 11 | 16.18% | 100.0 | 90.91% | +45.30% | +9.09% | -24.24% | -2.32% | 33:56 | 21:24 | 24:54 | 29:15 | 39:15 | 58:08 | 14:21 | 10:37 |
 | Mirana | 28 | 11.81% | 97.9 | 82.14% | +25.68% | +17.86% | -10.71% | -2.35% | 33:46 | 20:23 | 27:01 | 33:10 | 39:10 | 51:24 | 12:09 | 09:00 |
 | Techies | 5 | 8.93% | 95.8 | 100.00% | +68.63% | 0.00% | 0.00% | 0.00% | 31:02 | 24:54 | 24:54 | 31:40 | 33:10 | 38:45 | 08:16 | 06:07 |
 | Primal Beast | 32 | 18.71% | 93.8 | 68.75% | +25.58% | +6.25% | -18.75% | -2.16% | 28:50 | 18:17 | 22:58 | 27:50 | 34:32 | 50:10 | 11:34 | 08:34 |
 | Elder Titan | 14 | 50.00% | 91.7 | 64.29% | +21.43% | -14.29% | +2.38% | 1.63% | 35:42 | 28:29 | 31:14 | 33:18 | 41:28 | 45:46 | 10:14 | 07:34 |
 | Undying | 29 | 13.88% | 89.6 | 68.97% | +25.64% | +2.46% | -26.11% | -2.10% | 32:26 | 17:02 | 23:59 | 29:15 | 37:34 | 1:14:40 | 13:35 | 10:03 |
 | Doom | 11 | 6.11% | 87.5 | 81.82% | +38.62% | -48.49% | +18.18% | 0.00% | 23:24 | 17:24 | 21:16 | 22:47 | 24:22 | 30:52 | 03:06 | 02:17 |
 | Disruptor | 43 | 12.68% | 85.4 | 65.12% | +12.42% | +16.70% | -28.76% | -5.06% | 30:51 | 19:25 | 25:36 | 31:03 | 34:35 | 52:24 | 08:59 | 06:39 |
 | Bounty Hunter | 10 | 27.78% | 83.3 | 70.00% | +12.31% | -3.33% | +30.00% | 1.90% | 33:07 | 21:48 | 26:01 | 31:01 | 43:35 | 44:42 | 17:34 | 13:00 |
 | Enchantress | 35 | 18.52% | 81.3 | 62.86% | +19.35% | -7.30% | -18.42% | -1.11% | 28:02 | 18:46 | 21:48 | 26:49 | 31:50 | 42:06 | 10:02 | 07:25 |
 | Beastmaster | 13 | 6.25% | 79.2 | 76.92% | +26.15% | -10.25% | -10.25% | 0.00% | 33:14 | 19:56 | 24:40 | 28:23 | 41:37 | 50:20 | 16:57 | 12:33 |
 | Silencer | 16 | 15.24% | 77.1 | 68.75% | +20.44% | +31.25% | -18.75% | -5.44% | 39:18 | 25:11 | 32:00 | 39:34 | 41:11 | 57:51 | 09:11 | 06:48 |
 | Visage | 20 | 38.46% | 75.0 | 60.00% | +13.12% | -20.00% | -20.00% | 0.00% | 25:41 | 12:53 | 18:45 | 26:48 | 28:33 | 58:51 | 09:48 | 07:15 |
 | Clockwerk | 30 | 12.99% | 72.9 | 63.33% | +11.09% | -0.83% | -6.19% | -0.42% | 32:51 | 22:37 | 26:30 | 31:58 | 39:10 | 44:36 | 12:40 | 09:22 |
 | Warlock | 2 | 14.29% | 70.8 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:06 | 25:06 | 25:43 | 25:43 | 25:43 | 00:37 | 00:27 |
 | Tusk | 14 | 7.61% | 68.8 | 71.43% | +24.37% | +28.57% | -4.76% | -4.13% | 33:00 | 23:40 | 28:21 | 33:24 | 36:25 | 45:04 | 08:04 | 05:58 |
 | Jakiro | 6 | 6.74% | 66.7 | 83.33% | +37.55% | +16.67% | +16.67% | 0.00% | 33:56 | 31:28 | 31:38 | 33:42 | 36:27 | 36:28 | 04:49 | 03:34 |
 | Luna | 3 | 6.00% | 64.6 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 24:04 | 22:27 | 22:27 | 24:19 | 25:26 | 25:26 | 02:59 | 02:12 |
 | Marci | 3 | 5.26% | 62.5 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 34:54 | 23:27 | 23:27 | 28:05 | 53:09 | 53:09 | 29:42 | 22:00 |
 | Lycan | 7 | 10.29% | 60.4 | 71.43% | +30.45% | +28.57% | -21.43% | 0.00% | 34:18 | 22:33 | 26:43 | 31:29 | 34:29 | 48:15 | 07:46 | 05:45 |
 | Snapfire | 8 | 3.48% | 58.3 | 75.00% | +29.95% | +25.00% | +25.00% | 0.00% | 30:55 | 21:51 | 25:15 | 27:04 | 28:15 | 59:45 | 03:00 | 02:13 |
 | Spirit Breaker | 3 | 25.00% | 56.3 | 66.67% | +55.56% | -66.67% | 0.00% | 0.00% | 30:18 | 21:24 | 21:24 | 31:53 | 37:36 | 37:36 | 16:12 | 12:00 |
 | Vengeful Spirit | 1 | 16.67% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Batrider | 8 | 9.20% | 52.1 | 62.50% | +19.46% | -12.50% | -12.50% | 0.00% | 25:31 | 16:00 | 18:16 | 23:28 | 29:13 | 36:36 | 10:57 | 08:06 |
 | Abaddon | 2 | 3.03% | 50.0 | 100.00% | +54.69% | 0.00% | 0.00% | 0.00% | 28:56 | 21:18 | 21:18 | 36:34 | 36:34 | 36:34 | 15:16 | 11:18 |
 | Gyrocopter | 3 | 10.71% | 47.9 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 35:39 | 26:23 | 26:23 | 38:25 | 42:09 | 42:09 | 15:46 | 11:40 |
 | Oracle | 1 | 7.69% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Dazzle | 1 | 6.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 6.67% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Tiny | 2 | 0.83% | 39.6 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 40:12 | 35:09 | 35:09 | 45:14 | 45:14 | 45:14 | 10:05 | 07:28 |
 | Venomancer | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 00:00 | 00:00 |
 | Lion | 1 | 5.00% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 00:00 | 00:00 |
 | Chen | 1 | 4.55% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |
 | Pugna | 1 | 3.57% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.13% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 1.89% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 16.67% | 25.0 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 29:45 | 23:57 | 23:57 | 35:32 | 35:32 | 35:32 | 11:35 | 08:34 |
 | Skywrath Mage | 1 | 1.67% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.49% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Treant Protector | 4 | 4.26% | 18.8 | 50.00% | +6.67% | +50.00% | -50.00% | 0.00% | 38:07 | 28:37 | 28:37 | 35:12 | 40:11 | 48:28 | 11:34 | 08:34 |
 | Monkey King | 1 | 0.61% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Shadow Demon | 2 | 8.00% | 14.6 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 19:46 | 18:28 | 18:28 | 21:03 | 21:03 | 21:03 | 02:35 | 01:54 |
 | Rubick | 4 | 1.03% | 12.5 | 50.00% | +3.11% | -50.00% | -50.00% | 0.00% | 23:34 | 19:47 | 19:47 | 20:51 | 23:19 | 30:19 | 03:32 | 02:37 |
 | Lich | 2 | 6.25% | 10.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 30:24 | 24:22 | 24:22 | 36:25 | 36:25 | 36:25 | 12:03 | 08:55 |
 | Death Prophet | 1 | 0.50% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Hoodwink | 1 | 1.16% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Windranger | 1 | 10.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Omniknight | 1 | 14.29% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |