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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 | |
 | Drum of Endurance | 651 | 7.71% | 78.0 | 57.76% | +9.26% | -3.16% | +6.66% | 1.04% | 21:32 | 07:07 | 15:40 | 18:55 | 25:07 | 1:06:44 | 07:00 |
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 | |
 | Tusk | 4 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 29:46 | 19:01 | 19:01 | 21:44 | 34:59 | 43:20 | 15:58 | 11:49 |
 | Warlock | 1 | 50.00% | 97.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Lich | 23 | 17.29% | 95.7 | 78.26% | +29.17% | +5.07% | +21.74% | 1.71% | 27:04 | 10:55 | 21:11 | 25:42 | 30:55 | 48:57 | 09:44 | 07:12 |
 | Clockwerk | 14 | 20.29% | 93.6 | 78.57% | +27.66% | +21.43% | -11.90% | -4.80% | 23:56 | 11:51 | 20:26 | 21:36 | 27:23 | 40:52 | 06:57 | 05:08 |
 | Witch Doctor | 6 | 23.08% | 91.5 | 83.33% | +23.33% | -33.33% | +16.67% | 6.64% | 22:51 | 17:28 | 19:57 | 20:14 | 27:29 | 28:21 | 07:32 | 05:34 |
 | Vengeful Spirit | 13 | 43.33% | 89.4 | 69.23% | +33.94% | +30.77% | -2.56% | -5.52% | 18:31 | 13:19 | 14:27 | 17:12 | 20:29 | 27:34 | 06:02 | 04:28 |
 | Bounty Hunter | 34 | 47.22% | 87.2 | 61.76% | +15.61% | +27.13% | -24.26% | -7.06% | 21:06 | 11:33 | 17:03 | 19:20 | 24:20 | 36:47 | 07:17 | 05:23 |
 | Chen | 11 | 52.38% | 85.1 | 63.64% | -16.36% | +3.03% | +3.03% | 0.00% | 20:34 | 14:58 | 16:50 | 18:10 | 19:45 | 34:04 | 02:55 | 02:09 |
 | Silencer | 47 | 24.23% | 83.0 | 61.70% | +16.12% | -11.70% | +4.97% | 1.75% | 24:13 | 14:03 | 17:50 | 22:41 | 27:20 | 51:00 | 09:30 | 07:02 |
 | Batrider | 69 | 25.09% | 80.9 | 59.42% | +14.76% | -0.60% | -6.48% | -1.52% | 17:49 | 09:08 | 13:58 | 15:50 | 17:50 | 45:02 | 03:52 | 02:51 |
 | Elder Titan | 6 | 46.15% | 78.7 | 66.67% | +23.81% | +33.33% | -66.67% | -20.00% | 22:25 | 16:21 | 18:44 | 19:18 | 23:44 | 36:29 | 05:00 | 03:42 |
 | Primal Beast | 8 | 18.18% | 76.6 | 75.00% | +13.89% | +25.00% | -25.00% | -16.95% | 15:36 | 11:46 | 14:13 | 14:46 | 17:10 | 19:24 | 02:57 | 02:11 |
 | Skywrath Mage | 7 | 4.70% | 74.5 | 85.71% | +43.46% | +14.29% | +14.29% | 0.00% | 27:00 | 14:27 | 22:49 | 26:38 | 29:20 | 36:48 | 06:31 | 04:49 |
 | Pugna | 12 | 5.63% | 72.3 | 75.00% | +23.26% | -8.33% | -8.33% | 0.00% | 31:37 | 19:55 | 22:45 | 28:12 | 35:59 | 56:48 | 13:14 | 09:48 |
 | Undying | 37 | 24.18% | 70.2 | 56.76% | +22.28% | -1.20% | +9.91% | 1.01% | 26:16 | 14:29 | 19:06 | 24:35 | 30:04 | 53:46 | 10:58 | 08:07 |
 | Beastmaster | 20 | 9.05% | 68.1 | 65.00% | +2.81% | -5.00% | -25.00% | -3.47% | 20:52 | 16:18 | 17:12 | 18:34 | 22:58 | 33:14 | 05:46 | 04:16 |
 | Crystal Maiden | 38 | 40.86% | 66.0 | 52.63% | +8.99% | -22.63% | +14.04% | 3.58% | 22:59 | 13:19 | 16:18 | 20:16 | 26:33 | 48:24 | 10:15 | 07:35 |
 | Enchantress | 45 | 30.82% | 63.8 | 53.33% | +10.76% | +1.22% | +1.22% | 0.00% | 16:38 | 10:51 | 13:03 | 14:24 | 16:40 | 47:44 | 03:37 | 02:40 |
 | Disruptor | 24 | 20.17% | 61.7 | 58.33% | +9.91% | -25.00% | +41.67% | 8.30% | 21:23 | 12:10 | 15:25 | 18:47 | 23:27 | 41:22 | 08:02 | 05:57 |
 | Techies | 31 | 7.65% | 59.6 | 58.06% | +3.25% | -8.06% | -20.56% | -1.47% | 25:51 | 14:22 | 19:20 | 24:13 | 27:49 | 47:22 | 08:29 | 06:17 |
 | Spirit Breaker | 95 | 36.96% | 57.4 | 46.32% | +0.02% | +16.18% | +7.85% | -2.35% | 17:40 | 10:46 | 15:08 | 16:52 | 18:41 | 38:23 | 03:33 | 02:37 |
 | Mirana | 16 | 11.43% | 55.3 | 56.25% | +5.44% | -6.25% | -6.25% | 0.00% | 30:29 | 17:03 | 21:11 | 29:19 | 39:21 | 49:04 | 18:10 | 13:27 |
 | Venomancer | 20 | 19.05% | 53.2 | 50.00% | -0.59% | +10.00% | +10.00% | 0.00% | 22:58 | 13:22 | 17:18 | 21:22 | 24:22 | 44:02 | 07:04 | 05:14 |
 | Doom | 7 | 3.32% | 51.1 | 71.43% | +19.96% | -21.43% | +28.57% | 0.00% | 16:11 | 10:00 | 12:11 | 13:24 | 16:03 | 30:39 | 03:52 | 02:51 |
 | Visage | 11 | 26.19% | 48.9 | 45.45% | -2.94% | +21.22% | -12.12% | -2.86% | 21:50 | 10:40 | 11:52 | 17:13 | 23:32 | 47:07 | 11:40 | 08:38 |
 | Slark | 2 | 2.38% | 46.8 | 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 |
 | Lycan | 7 | 23.33% | 44.7 | 42.86% | -18.01% | +7.14% | +7.14% | 0.00% | 20:42 | 16:33 | 18:44 | 19:54 | 21:15 | 27:13 | 02:31 | 01:51 |
 | Shadow Demon | 3 | 2.27% | 42.6 | 66.67% | +13.96% | -66.67% | 0.00% | 0.00% | 23:15 | 20:09 | 20:09 | 21:51 | 27:46 | 27:46 | 07:37 | 05:38 |
 | Abaddon | 1 | 2.70% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Rubick | 6 | 2.75% | 38.3 | 50.00% | +7.55% | -50.00% | +50.00% | 0.00% | 27:18 | 14:45 | 18:29 | 18:49 | 33:17 | 48:44 | 14:48 | 10:57 |
 | Treant Protector | 2 | 20.00% | 36.2 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 16:35 | 13:49 | 13:49 | 19:21 | 19:21 | 19:21 | 05:32 | 04:05 |
 | Phoenix | 1 | 2.17% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Keeper of the Light | 7 | 4.93% | 31.9 | 42.86% | -11.21% | +7.14% | +7.14% | 0.00% | 18:00 | 07:07 | 08:25 | 20:31 | 22:05 | 28:34 | 13:40 | 10:07 |
 | Clinkz | 1 | 1.45% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Tidehunter | 1 | 1.39% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.47% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 00:00 | 00:00 |
 | Oracle | 2 | 2.02% | 23.4 | 50.00% | -4.64% | -50.00% | 0.00% | 0.00% | 28:55 | 25:18 | 25:18 | 32:32 | 32:32 | 32:32 | 07:14 | 05:21 |
 | Dark Willow | 4 | 6.78% | 21.3 | 25.00% | -20.45% | -25.00% | +75.00% | 0.00% | 22:06 | 12:19 | 12:19 | 16:46 | 18:32 | 40:46 | 06:13 | 04:36 |
 | Snapfire | 4 | 5.88% | 19.1 | 25.00% | -14.06% | -25.00% | -25.00% | 0.00% | 16:06 | 12:07 | 12:07 | 14:23 | 15:29 | 22:23 | 03:22 | 02:29 |
 | Monkey King | 1 | 0.93% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 4.00% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 6.25% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 1:06:44 | 00:00 | 00:00 |
 | Invoker | 1 | 6.25% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 |
 | Jakiro | 1 | 10.00% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Enigma | 1 | 2.63% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 12.50% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Medusa | 3 | 1.55% | 2.1 | 0.00% | -56.32% | 0.00% | 0.00% | 0.00% | 22:22 | 17:46 | 17:46 | 18:44 | 30:37 | 30:37 | 12:51 | 09:31 |