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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 | |
 | Ghost Scepter | 196 | 4.67% | 34.2 | 50.51% | +1.14% | +0.51% | +2.55% | 0.19% | 31:21 | 12:53 | 25:48 | 31:05 | 36:38 | 52:37 | 08:01 |
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 | |
 | Viper | 7 | 11.86% | 100.0 | 85.71% | +47.25% | -35.71% | +14.29% | 5.87% | 30:03 | 20:10 | 20:13 | 27:49 | 28:44 | 50:15 | 08:31 | 06:18 |
 | Shadow Shaman | 3 | 9.68% | 97.8 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 39:58 | 33:56 | 33:56 | 40:40 | 45:17 | 45:17 | 11:21 | 08:24 |
 | Ogre Magi | 5 | 20.83% | 95.7 | 80.00% | +6.32% | +20.00% | +20.00% | 0.00% | 30:13 | 21:28 | 21:28 | 33:24 | 34:33 | 39:17 | 13:05 | 09:41 |
 | Dazzle | 5 | 15.63% | 93.5 | 80.00% | +28.15% | -80.00% | +20.00% | 4.71% | 30:43 | 17:22 | 17:22 | 33:21 | 38:37 | 39:51 | 21:15 | 15:44 |
 | Zeus | 11 | 13.58% | 91.3 | 63.64% | +19.35% | +3.03% | +36.36% | 0.00% | 31:02 | 19:34 | 24:38 | 29:05 | 33:30 | 49:44 | 08:52 | 06:34 |
 | Rubick | 8 | 16.67% | 89.1 | 62.50% | +17.50% | +37.50% | +37.50% | 0.00% | 28:03 | 22:23 | 22:50 | 24:28 | 29:48 | 37:56 | 06:58 | 05:09 |
 | Puck | 12 | 7.45% | 87.0 | 58.33% | +1.95% | -25.00% | +8.34% | 5.99% | 30:18 | 22:42 | 26:43 | 31:05 | 32:17 | 34:41 | 05:34 | 04:07 |
 | Void Spirit | 11 | 14.29% | 84.8 | 54.55% | +10.61% | -21.22% | -21.22% | 0.00% | 30:49 | 20:46 | 25:07 | 31:47 | 33:07 | 40:09 | 08:00 | 05:55 |
 | Death Prophet | 4 | 8.00% | 82.6 | 75.00% | +22.83% | +25.00% | -75.00% | 0.00% | 37:40 | 25:05 | 25:05 | 38:30 | 41:35 | 45:29 | 16:30 | 12:13 |
 | Grimstroke | 7 | 18.42% | 80.4 | 57.14% | +24.88% | -7.14% | +42.86% | 4.93% | 31:11 | 23:41 | 23:48 | 32:54 | 33:57 | 39:53 | 10:09 | 07:31 |
 | Warlock | 4 | 6.67% | 78.3 | 75.00% | +26.79% | +25.00% | +25.00% | 0.00% | 34:38 | 29:49 | 29:49 | 33:42 | 37:04 | 37:56 | 07:15 | 05:22 |
 | Keeper of the Light | 16 | 27.59% | 76.1 | 43.75% | -3.87% | +6.25% | -43.75% | -4.64% | 24:53 | 12:53 | 19:11 | 24:44 | 29:58 | 36:59 | 10:47 | 07:59 |
 | Lich | 4 | 40.00% | 73.9 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 33:11 | 28:58 | 28:58 | 29:23 | 37:07 | 37:17 | 08:09 | 06:02 |
 | Hoodwink | 6 | 12.50% | 71.7 | 50.00% | +4.76% | +50.00% | +50.00% | 0.00% | 34:59 | 25:12 | 25:51 | 29:19 | 45:51 | 48:31 | 20:00 | 14:48 |
 | Abaddon | 1 | 6.25% | 69.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 28.57% | 67.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 26:42 | 24:38 | 24:38 | 28:46 | 28:46 | 28:46 | 04:08 | 03:03 |
 | Skywrath Mage | 8 | 18.18% | 65.2 | 37.50% | +9.72% | +12.50% | -37.50% | -4.43% | 30:27 | 21:16 | 22:14 | 30:34 | 33:31 | 41:55 | 11:17 | 08:21 |
 | Winter Wyvern | 7 | 7.22% | 63.0 | 42.86% | -12.70% | -42.86% | +7.14% | 0.00% | 32:03 | 16:56 | 22:21 | 35:35 | 35:57 | 41:02 | 13:36 | 10:04 |
 | Oracle | 2 | 20.00% | 60.9 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 25:20 | 22:35 | 22:35 | 28:05 | 28:05 | 28:05 | 05:30 | 04:04 |
 | Alchemist | 1 | 2.08% | 58.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Treant Protector | 1 | 2.00% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Tiny | 11 | 5.64% | 54.3 | 36.36% | -18.53% | +30.31% | -3.03% | -4.95% | 32:07 | 25:35 | 27:00 | 31:35 | 33:44 | 50:54 | 06:44 | 04:59 |
 | Doom | 1 | 1.67% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Disruptor | 2 | 15.38% | 50.0 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 32:07 | 28:06 | 28:06 | 36:07 | 36:07 | 36:07 | 08:01 | 05:56 |
 | Monkey King | 1 | 1.19% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Venomancer | 2 | 12.50% | 45.7 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 32:10 | 27:35 | 27:35 | 36:45 | 36:45 | 36:45 | 09:10 | 06:47 |
 | Dawnbreaker | 1 | 0.68% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 |
 | Clockwerk | 11 | 10.89% | 41.3 | 27.27% | -28.29% | +6.06% | +6.06% | 0.00% | 32:45 | 22:10 | 24:43 | 34:22 | 38:49 | 42:21 | 14:06 | 10:26 |
 | Leshrac | 2 | 8.70% | 39.1 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 36:31 | 35:36 | 35:36 | 37:25 | 37:25 | 37:25 | 01:49 | 01:20 |
 | Windranger | 2 | 7.69% | 37.0 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 33:35 | 26:49 | 26:49 | 40:20 | 40:20 | 40:20 | 13:31 | 10:00 |
 | Tusk | 2 | 6.25% | 34.8 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 30:31 | 27:04 | 27:04 | 33:57 | 33:57 | 33:57 | 06:53 | 05:05 |
 | Phoenix | 2 | 5.88% | 32.6 | 50.00% | -9.38% | -50.00% | 0.00% | 0.00% | 28:16 | 23:54 | 23:54 | 32:38 | 32:38 | 32:38 | 08:44 | 06:28 |
 | Timbersaw | 2 | 3.28% | 30.4 | 50.00% | +14.41% | +50.00% | 0.00% | 0.00% | 32:56 | 26:46 | 26:46 | 39:06 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Snapfire | 8 | 7.69% | 28.3 | 25.00% | -31.25% | +75.00% | -25.00% | 0.00% | 34:12 | 22:44 | 26:31 | 33:14 | 33:59 | 52:37 | 07:28 | 05:31 |
 | Enchantress | 2 | 2.67% | 26.1 | 50.00% | +6.16% | -50.00% | 0.00% | 0.00% | 39:12 | 36:55 | 36:55 | 41:29 | 41:29 | 41:29 | 04:34 | 03:22 |
 | Ember Spirit | 2 | 2.60% | 23.9 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 |
 | Io | 3 | 8.57% | 21.7 | 33.33% | -19.80% | +66.67% | 0.00% | 0.00% | 28:07 | 27:22 | 27:22 | 28:07 | 28:51 | 28:51 | 01:29 | 01:05 |
 | Crystal Maiden | 5 | 15.63% | 19.6 | 20.00% | -5.93% | -20.00% | -20.00% | 0.00% | 29:15 | 20:44 | 20:44 | 28:49 | 34:20 | 36:48 | 13:36 | 10:04 |
 | Marci | 4 | 2.92% | 17.4 | 25.00% | -25.38% | +75.00% | -25.00% | 0.00% | 30:31 | 24:27 | 24:27 | 24:59 | 28:49 | 43:48 | 04:22 | 03:14 |
 | Vengeful Spirit | 1 | 10.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Jakiro | 1 | 3.23% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Spectre | 1 | 5.00% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Undying | 1 | 9.09% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 00:00 | 00:00 |
 | Sand King | 1 | 6.67% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Pudge | 1 | 3.13% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 7.14% | 2.2 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 37:05 | 33:27 | 33:27 | 40:43 | 40:43 | 40:43 | 07:16 | 05:22 |