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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 | |
 | Aghanim's Scepter | 645 | 15.43% | 89.4 | 60.31% | +16.21% | +2.42% | -8.76% | -0.91% | 30:16 | 12:15 | 23:05 | 30:06 | 35:25 | 1:06:21 | 09:08 |
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 | |
 | Bristleback | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Elder Titan | 3 | 75.00% | 98.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 44:13 | 32:14 | 32:14 | 49:06 | 51:18 | 51:18 | 19:04 | 14:07 |
 | Arc Warden | 3 | 50.00% | 97.1 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:41 | 30:36 | 30:36 | 32:09 | 32:18 | 32:18 | 01:42 | 01:15 |
 | Spirit Breaker | 4 | 26.67% | 95.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 33:51 | 29:26 | 29:26 | 33:38 | 34:08 | 38:13 | 04:42 | 03:28 |
 | Pudge | 20 | 86.96% | 94.3 | 75.00% | +75.00% | +5.00% | -15.00% | -8.28% | 17:09 | 12:42 | 15:43 | 17:08 | 18:08 | 20:21 | 02:25 | 01:47 |
 | Keeper of the Light | 5 | 15.63% | 92.9 | 100.00% | +37.04% | 0.00% | 0.00% | 0.00% | 24:30 | 18:47 | 18:47 | 23:44 | 27:42 | 30:43 | 08:55 | 06:36 |
 | Ember Spirit | 43 | 38.74% | 91.4 | 69.77% | +25.65% | +12.05% | +12.05% | 0.00% | 34:22 | 27:22 | 31:26 | 33:51 | 35:10 | 50:49 | 03:44 | 02:45 |
 | Outworld Destroyer | 9 | 81.82% | 90.0 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 18:32 | 16:08 | 16:17 | 18:26 | 20:13 | 22:33 | 03:56 | 02:54 |
 | Clockwerk | 14 | 15.22% | 88.6 | 78.57% | +31.13% | +21.43% | -11.90% | -4.36% | 37:32 | 26:50 | 33:27 | 36:02 | 41:06 | 56:28 | 07:39 | 05:40 |
 | Nature's Prophet | 37 | 31.36% | 87.1 | 67.57% | +20.66% | +21.32% | +10.21% | -1.58% | 20:29 | 13:05 | 15:04 | 16:47 | 22:07 | 55:54 | 07:03 | 05:13 |
 | Ursa | 10 | 15.87% | 85.7 | 80.00% | +32.83% | +20.00% | -30.00% | -6.61% | 31:47 | 20:29 | 27:15 | 32:35 | 34:49 | 38:26 | 07:34 | 05:36 |
 | Huskar | 3 | 75.00% | 84.3 | 66.67% | -33.33% | +33.33% | 0.00% | -15.75% | 25:29 | 24:30 | 24:30 | 25:21 | 26:37 | 26:37 | 02:07 | 01:34 |
 | Enigma | 3 | 13.64% | 82.9 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 45:02 | 40:11 | 40:11 | 46:09 | 48:45 | 48:45 | 08:34 | 06:20 |
 | Broodmother | 15 | 21.13% | 81.4 | 73.33% | +21.54% | +1.67% | -23.33% | -2.63% | 30:05 | 15:40 | 24:21 | 28:24 | 33:52 | 45:34 | 09:31 | 07:02 |
 | Viper | 9 | 45.00% | 80.0 | 66.67% | +21.22% | +33.33% | -16.67% | -8.09% | 19:57 | 16:20 | 16:24 | 18:14 | 22:35 | 29:10 | 06:11 | 04:34 |
 | Tiny | 25 | 15.43% | 78.6 | 68.00% | +19.09% | -18.00% | +15.33% | 3.41% | 32:47 | 18:34 | 26:37 | 32:52 | 36:24 | 53:15 | 09:47 | 07:14 |
 | Axe | 1 | 33.33% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Night Stalker | 1 | 33.33% | 75.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Slardar | 1 | 33.33% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Spectre | 23 | 95.83% | 72.9 | 52.17% | +52.17% | +31.16% | -18.84% | -20.00% | 22:17 | 17:29 | 18:44 | 19:52 | 21:14 | 39:54 | 02:30 | 01:51 |
 | Timbersaw | 17 | 48.57% | 71.4 | 58.82% | +3.26% | +16.18% | -33.82% | -3.07% | 31:41 | 19:45 | 22:05 | 32:24 | 38:22 | 45:08 | 16:17 | 12:03 |
 | Slark | 36 | 97.30% | 70.0 | 50.00% | +50.00% | -5.56% | -5.56% | 0.00% | 22:43 | 15:53 | 17:44 | 21:34 | 25:02 | 56:15 | 07:18 | 05:24 |
 | Snapfire | 26 | 22.61% | 68.6 | 61.54% | +8.73% | +38.46% | -11.54% | -5.49% | 32:10 | 12:15 | 26:48 | 29:52 | 35:54 | 59:50 | 09:06 | 06:44 |
 | Mirana | 7 | 5.60% | 67.1 | 85.71% | +36.56% | +14.29% | -35.71% | -6.22% | 29:28 | 20:37 | 24:20 | 30:23 | 32:22 | 36:01 | 08:02 | 05:57 |
 | Pangolier | 48 | 47.52% | 65.7 | 54.17% | -6.21% | +4.16% | +4.16% | 0.00% | 30:13 | 20:50 | 26:23 | 29:28 | 32:38 | 45:38 | 06:15 | 04:37 |
 | Primal Beast | 22 | 33.85% | 64.3 | 59.09% | +14.90% | +24.24% | +0.91% | -3.18% | 29:18 | 21:56 | 25:22 | 28:21 | 32:42 | 37:57 | 07:20 | 05:25 |
 | Earth Spirit | 2 | 14.29% | 62.9 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 30:30 | 23:47 | 23:47 | 37:13 | 37:13 | 37:13 | 13:26 | 09:57 |
 | Visage | 7 | 21.88% | 61.4 | 71.43% | +15.43% | -21.43% | +28.57% | 0.00% | 32:45 | 26:33 | 28:44 | 34:00 | 34:33 | 38:38 | 05:49 | 04:18 |
 | Terrorblade | 3 | 7.14% | 60.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 39:02 | 32:36 | 32:36 | 32:53 | 51:38 | 51:38 | 19:02 | 14:05 |
 | Morphling | 20 | 44.44% | 58.6 | 55.00% | +7.00% | -15.00% | +5.00% | 3.02% | 27:00 | 21:31 | 22:51 | 26:33 | 29:29 | 34:57 | 06:38 | 04:54 |
 | Monkey King | 9 | 21.43% | 57.1 | 66.67% | +15.15% | -16.67% | +33.33% | 6.34% | 25:28 | 18:29 | 19:39 | 25:56 | 27:32 | 32:06 | 07:53 | 05:50 |
 | Naga Siren | 7 | 15.22% | 55.7 | 71.43% | +17.58% | -71.43% | +28.57% | 7.46% | 41:31 | 28:05 | 31:23 | 34:42 | 44:47 | 60:36 | 13:24 | 09:55 |
 | Void Spirit | 10 | 71.43% | 54.3 | 50.00% | -25.00% | +16.67% | 0.00% | -1.27% | 30:54 | 19:50 | 24:20 | 29:09 | 37:27 | 46:36 | 13:07 | 09:42 |
 | Disruptor | 29 | 39.73% | 52.9 | 51.72% | -5.10% | +19.71% | -23.15% | -5.82% | 37:06 | 23:07 | 32:58 | 36:51 | 40:20 | 57:48 | 07:22 | 05:27 |
 | Phantom Assassin | 1 | 25.00% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Zeus | 17 | 62.96% | 50.0 | 47.06% | +47.06% | +27.94% | -22.06% | -5.52% | 28:55 | 19:35 | 23:05 | 27:58 | 32:08 | 44:18 | 09:03 | 06:42 |
 | Brewmaster | 13 | 61.90% | 48.6 | 46.15% | -16.35% | -12.82% | +20.52% | 6.03% | 25:52 | 17:54 | 20:26 | 24:03 | 25:58 | 44:06 | 05:32 | 04:05 |
 | Storm Spirit | 7 | 33.33% | 47.1 | 57.14% | +21.43% | -57.14% | -7.14% | 16.57% | 35:51 | 30:03 | 33:54 | 36:36 | 36:55 | 40:20 | 03:01 | 02:14 |
 | Tidehunter | 2 | 7.69% | 45.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 18:42 | 16:38 | 16:38 | 20:46 | 20:46 | 20:46 | 04:08 | 03:03 |
 | Sven | 2 | 6.90% | 44.3 | 100.00% | +74.07% | 0.00% | 0.00% | 0.00% | 41:39 | 35:58 | 35:58 | 47:20 | 47:20 | 47:20 | 11:22 | 08:25 |
 | Shadow Demon | 5 | 26.32% | 42.9 | 60.00% | +31.43% | +40.00% | -60.00% | 0.00% | 40:06 | 29:50 | 29:50 | 42:28 | 45:19 | 49:18 | 15:29 | 11:28 |
 | Dragon Knight | 13 | 41.94% | 41.4 | 46.15% | +23.93% | -12.82% | -12.82% | 0.00% | 30:55 | 22:43 | 26:34 | 31:14 | 32:18 | 41:13 | 05:44 | 04:14 |
 | Tusk | 32 | 19.28% | 40.0 | 43.75% | -0.28% | +31.25% | -31.25% | -8.22% | 36:26 | 21:38 | 31:25 | 34:35 | 39:01 | 1:06:21 | 07:36 | 05:37 |
 | Dark Seer | 5 | 16.13% | 38.6 | 60.00% | +13.85% | +40.00% | +40.00% | 0.00% | 40:20 | 31:04 | 31:04 | 37:30 | 48:12 | 48:32 | 17:08 | 12:41 |
 | Doom | 17 | 30.36% | 37.1 | 41.18% | +7.85% | +8.82% | +8.82% | 0.00% | 39:15 | 24:48 | 31:25 | 37:01 | 44:01 | 56:35 | 12:36 | 09:20 |
 | Templar Assassin | 3 | 12.00% | 35.7 | 66.67% | +7.58% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 |
 | Bane | 1 | 8.33% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Dazzle | 2 | 40.00% | 32.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 29:11 | 22:25 | 22:25 | 35:57 | 35:57 | 35:57 | 13:32 | 10:01 |
 | Vengeful Spirit | 2 | 40.00% | 31.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 17:19 | 16:06 | 16:06 | 18:32 | 18:32 | 18:32 | 02:26 | 01:48 |
 | Rubick | 10 | 4.57% | 30.0 | 50.00% | -1.67% | -16.67% | -50.00% | 0.00% | 31:14 | 15:38 | 24:05 | 32:09 | 35:47 | 49:55 | 11:42 | 08:40 |
 | Troll Warlord | 4 | 16.00% | 28.6 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 25:53 | 23:57 | 23:57 | 25:21 | 25:32 | 28:41 | 01:35 | 01:10 |
 | Leshrac | 3 | 5.17% | 27.1 | 66.67% | +10.31% | -66.67% | 0.00% | 0.00% | 48:36 | 37:29 | 37:29 | 50:14 | 58:06 | 58:06 | 20:37 | 15:16 |
 | Dark Willow | 1 | 5.00% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 |
 | Kunkka | 4 | 14.29% | 24.3 | 50.00% | -4.17% | -50.00% | +50.00% | 0.00% | 31:11 | 27:46 | 27:46 | 31:06 | 31:24 | 34:26 | 03:38 | 02:41 |
 | Gyrocopter | 3 | 50.00% | 22.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 22:08 | 20:08 | 20:08 | 21:43 | 24:33 | 24:33 | 04:25 | 03:16 |
 | Dawnbreaker | 5 | 20.83% | 21.4 | 40.00% | +3.16% | +60.00% | -40.00% | -11.17% | 29:21 | 23:25 | 23:25 | 26:33 | 32:22 | 39:41 | 08:57 | 06:37 |
 | Shadow Fiend | 1 | 2.22% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 1.85% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Silencer | 1 | 1.61% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Lycan | 2 | 9.52% | 15.7 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 35:03 | 27:17 | 27:17 | 42:48 | 42:48 | 42:48 | 15:31 | 11:29 |
 | Treant Protector | 1 | 0.63% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 00:00 | 00:00 |
 | Enchantress | 2 | 5.41% | 12.9 | 50.00% | +1.43% | -50.00% | 0.00% | 0.00% | 31:13 | 30:44 | 30:44 | 31:41 | 31:41 | 31:41 | 00:57 | 00:42 |
 | Invoker | 4 | 14.29% | 11.4 | 25.00% | -29.17% | -25.00% | +75.00% | 0.00% | 41:12 | 18:28 | 18:28 | 37:54 | 50:40 | 57:45 | 32:12 | 23:51 |
 | Meepo | 1 | 100.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 50.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Faceless Void | 1 | 3.45% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Medusa | 2 | 28.57% | 5.7 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 39:29 | 32:06 | 32:06 | 46:52 | 46:52 | 46:52 | 14:46 | 10:56 |
 | Abaddon | 1 | 14.29% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Puck | 1 | 2.94% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 00:00 | 00:00 |