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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 | 520 | 5.06% | 99.2 | 71.92% | +23.44% | +4.23% | -8.07% | -1.11% | 31:06 | 12:53 | 24:59 | 30:16 | 36:05 | 1:14:40 | 08:13 |
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 | 49 | 30.63% | 100.0 | 83.67% | +46.73% | +8.00% | -25.34% | -3.17% | 29:42 | 17:00 | 24:17 | 26:35 | 34:49 | 58:08 | 10:32 | 07:48 |
 | Mirana | 35 | 13.11% | 98.1 | 85.71% | +30.97% | +14.29% | -7.93% | -1.90% | 33:48 | 20:23 | 27:23 | 33:10 | 39:06 | 51:24 | 11:43 | 08:40 |
 | Chen | 10 | 20.83% | 96.2 | 90.00% | +47.89% | +10.00% | +10.00% | 0.00% | 28:46 | 22:48 | 24:09 | 29:05 | 32:37 | 33:52 | 08:28 | 06:16 |
 | Silencer | 22 | 17.89% | 94.2 | 77.27% | +29.75% | +22.73% | -17.27% | -3.79% | 36:30 | 21:48 | 29:59 | 36:45 | 40:33 | 57:51 | 10:34 | 07:49 |
 | Elder Titan | 16 | 48.48% | 92.3 | 68.75% | +27.57% | +6.25% | -18.75% | -2.53% | 34:58 | 28:23 | 29:26 | 33:17 | 39:18 | 45:46 | 09:52 | 07:18 |
 | Beastmaster | 16 | 6.43% | 90.4 | 81.25% | +28.03% | -6.25% | -6.25% | 0.00% | 33:22 | 19:56 | 24:53 | 28:23 | 39:24 | 50:20 | 14:31 | 10:45 |
 | Disruptor | 47 | 11.87% | 88.5 | 68.09% | +16.80% | +15.24% | -26.42% | -4.46% | 31:39 | 19:25 | 25:53 | 32:08 | 35:14 | 52:24 | 09:21 | 06:55 |
 | Bounty Hunter | 17 | 25.00% | 86.5 | 70.59% | +17.65% | +4.41% | -20.59% | -1.85% | 33:18 | 21:48 | 26:01 | 32:40 | 39:31 | 45:59 | 13:30 | 10:00 |
 | Primal Beast | 34 | 18.89% | 84.6 | 67.65% | +25.18% | +10.13% | -17.65% | -2.40% | 28:42 | 18:17 | 22:58 | 27:50 | 34:32 | 50:10 | 11:34 | 08:34 |
 | Doom | 12 | 4.76% | 82.7 | 83.33% | +37.91% | -50.00% | +16.67% | 0.00% | 22:42 | 14:58 | 19:23 | 22:27 | 24:22 | 30:52 | 04:59 | 03:41 |
 | Undying | 33 | 15.00% | 80.8 | 66.67% | +23.89% | +8.33% | -16.67% | -1.84% | 32:06 | 17:02 | 23:59 | 29:15 | 37:34 | 1:14:40 | 13:35 | 10:03 |
 | Enchantress | 50 | 21.10% | 78.8 | 62.00% | +21.36% | +7.23% | -12.00% | -2.09% | 27:55 | 18:46 | 22:59 | 26:32 | 32:11 | 42:06 | 09:12 | 06:48 |
 | Jakiro | 7 | 7.37% | 76.9 | 85.71% | +40.26% | +14.29% | +14.29% | 0.00% | 31:54 | 19:46 | 31:28 | 33:42 | 33:50 | 36:28 | 02:22 | 01:45 |
 | Clockwerk | 33 | 13.36% | 75.0 | 63.64% | +11.30% | -1.14% | -1.14% | 0.00% | 32:36 | 22:20 | 26:14 | 31:58 | 39:10 | 44:36 | 12:56 | 09:34 |
 | Visage | 20 | 37.04% | 73.1 | 60.00% | +15.88% | -20.00% | -20.00% | 0.00% | 25:41 | 12:53 | 18:45 | 26:48 | 28:33 | 58:51 | 09:48 | 07:15 |
 | Warlock | 2 | 14.29% | 71.2 | 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 | 16 | 8.29% | 69.2 | 68.75% | +22.42% | +6.25% | +6.25% | 0.00% | 32:47 | 23:40 | 27:34 | 33:24 | 36:25 | 45:04 | 08:51 | 06:33 |
 | Techies | 8 | 9.30% | 67.3 | 75.00% | +36.54% | -25.00% | +25.00% | 0.00% | 29:46 | 24:54 | 25:04 | 26:43 | 32:32 | 38:45 | 07:28 | 05:31 |
 | Marci | 3 | 5.08% | 65.4 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 34:54 | 23:27 | 23:27 | 28:05 | 53:09 | 53:09 | 29:42 | 22:00 |
 | Luna | 3 | 4.76% | 63.5 | 100.00% | +51.67% | 0.00% | 0.00% | 0.00% | 24:04 | 22:27 | 22:27 | 24:19 | 25:26 | 25:26 | 02:59 | 02:12 |
 | Lycan | 7 | 10.14% | 61.5 | 71.43% | +31.11% | +28.57% | -21.43% | 0.00% | 34:18 | 22:33 | 26:43 | 31:29 | 34:29 | 48:15 | 07:46 | 05:45 |
 | Ancient Apparition | 2 | 8.33% | 59.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:32 | 36:55 | 36:55 | 38:08 | 38:08 | 38:08 | 01:13 | 00:54 |
 | Rubick | 11 | 2.38% | 57.7 | 72.73% | +26.27% | -6.06% | -6.06% | 0.00% | 26:21 | 19:19 | 20:51 | 23:19 | 28:44 | 39:23 | 07:53 | 05:50 |
 | Snapfire | 8 | 3.31% | 55.8 | 75.00% | +29.27% | +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 | 23.08% | 53.8 | 66.67% | +46.67% | -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 | 12.50% | 51.9 | 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 |
 | Abaddon | 2 | 2.99% | 50.0 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 28:56 | 21:18 | 21:18 | 36:34 | 36:34 | 36:34 | 15:16 | 11:18 |
 | Batrider | 9 | 8.74% | 48.1 | 55.56% | +14.07% | -5.56% | -5.56% | 0.00% | 24:49 | 16:00 | 18:16 | 23:28 | 29:13 | 36:36 | 10:57 | 08:06 |
 | Phoenix | 4 | 4.60% | 46.2 | 75.00% | +31.63% | +25.00% | -75.00% | 0.00% | 30:59 | 23:36 | 23:36 | 23:38 | 36:07 | 40:35 | 12:31 | 09:16 |
 | Gyrocopter | 3 | 10.71% | 44.2 | 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 |
 | Keeper of the Light | 2 | 1.34% | 42.3 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 29:18 | 25:38 | 25:38 | 32:57 | 32:57 | 32:57 | 07:19 | 05:25 |
 | Dazzle | 1 | 6.25% | 40.4 | 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 |
 | Tiny | 2 | 0.76% | 38.5 | 100.00% | +51.34% | 0.00% | 0.00% | 0.00% | 40:12 | 35:09 | 35:09 | 45:14 | 45:14 | 45:14 | 10:05 | 07:28 |
 | Lion | 1 | 4.17% | 36.5 | 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 |
 | Oracle | 1 | 4.00% | 34.6 | 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 |
 | Lich | 4 | 8.89% | 32.7 | 50.00% | -8.54% | -50.00% | +50.00% | 10.10% | 31:08 | 24:22 | 24:22 | 29:30 | 34:16 | 36:25 | 09:54 | 07:20 |
 | Venomancer | 1 | 3.03% | 30.8 | 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 |
 | Medusa | 1 | 2.94% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.63% | 26.9 | 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 |
 | Pugna | 4 | 6.78% | 25.0 | 50.00% | -8.18% | +50.00% | -50.00% | -5.45% | 41:06 | 30:32 | 30:32 | 34:57 | 48:52 | 50:01 | 18:20 | 13:34 |
 | Dawnbreaker | 1 | 1.79% | 23.1 | 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 |
 | Treant Protector | 4 | 4.26% | 21.2 | 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 |
 | Ogre Magi | 2 | 11.11% | 19.2 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 29:45 | 23:57 | 23:57 | 35:32 | 35:32 | 35:32 | 11:35 | 08:34 |
 | Slark | 1 | 0.83% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Alchemist | 1 | 0.75% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.50% | 13.5 | 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 | 6.90% | 11.5 | 50.00% | -1.85% | -50.00% | 0.00% | 0.00% | 19:46 | 18:28 | 18:28 | 21:03 | 21:03 | 21:03 | 02:35 | 01:54 |
 | Skywrath Mage | 2 | 2.08% | 9.6 | 50.00% | +5.32% | +50.00% | 0.00% | 0.00% | 30:58 | 21:48 | 21:48 | 40:07 | 40:07 | 40:07 | 18:19 | 13:34 |
 | Hoodwink | 2 | 2.22% | 7.7 | 0.00% | -38.64% | 0.00% | 0.00% | 0.00% | 26:41 | 22:19 | 22:19 | 31:03 | 31:03 | 31:03 | 08:44 | 06:28 |
 | Death Prophet | 1 | 0.48% | 5.8 | 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 |
 | Windranger | 1 | 4.35% | 3.8 | 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 | 8.33% | 1.9 | 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 |