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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 | 655 | 15.75% | 81.3 | 57.71% | +13.33% | +1.44% | +5.70% | 0.32% | 29:46 | 12:28 | 22:02 | 29:00 | 35:25 | 1:11:28 | 09:54 |
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 | |
 | Dark Seer | 8 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 34:30 | 21:50 | 25:45 | 33:04 | 39:41 | 50:44 | 13:56 | 10:19 |
 | Huskar | 2 | 50.00% | 98.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:18 | 26:12 | 26:12 | 28:24 | 28:24 | 28:24 | 02:12 | 01:37 |
 | Zeus | 13 | 54.17% | 97.1 | 84.62% | +57.35% | +15.38% | -17.95% | -1.80% | 32:24 | 19:08 | 21:47 | 29:47 | 40:21 | 47:34 | 18:34 | 13:45 |
 | Monkey King | 13 | 40.63% | 95.7 | 76.92% | +50.60% | -10.25% | +23.08% | 5.42% | 31:22 | 24:15 | 25:20 | 29:04 | 31:29 | 49:58 | 06:09 | 04:33 |
 | Tiny | 22 | 15.71% | 94.2 | 77.27% | +35.74% | -10.60% | +22.73% | 3.28% | 31:33 | 19:43 | 24:42 | 27:57 | 34:52 | 1:01:03 | 10:10 | 07:31 |
 | Slark | 33 | 86.84% | 92.8 | 63.64% | +63.64% | +11.36% | -26.14% | -13.72% | 20:49 | 14:53 | 18:56 | 20:09 | 21:40 | 29:46 | 02:44 | 02:01 |
 | Doom | 13 | 25.00% | 91.3 | 76.92% | +30.77% | -43.59% | +23.08% | 0.00% | 42:07 | 27:32 | 33:50 | 40:51 | 47:04 | 1:01:46 | 13:14 | 09:48 |
 | Outworld Destroyer | 9 | 60.00% | 89.9 | 66.67% | -16.66% | +33.33% | -66.67% | -20.20% | 19:56 | 15:59 | 17:00 | 18:32 | 21:57 | 25:48 | 04:57 | 03:40 |
 | Pudge | 24 | 92.31% | 88.4 | 58.33% | +8.33% | +25.00% | -8.33% | -15.27% | 17:35 | 14:55 | 16:10 | 16:58 | 18:21 | 22:41 | 02:11 | 01:37 |
 | Naga Siren | 11 | 26.83% | 87.0 | 72.73% | +19.40% | +27.27% | -6.06% | -5.13% | 39:03 | 24:38 | 33:37 | 37:19 | 40:07 | 57:11 | 06:30 | 04:48 |
 | Viper | 5 | 27.78% | 85.5 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 26:53 | 19:43 | 19:43 | 27:37 | 29:27 | 34:56 | 09:44 | 07:12 |
 | Clockwerk | 17 | 13.93% | 84.1 | 70.59% | +17.26% | +4.41% | -20.59% | -2.40% | 32:44 | 19:52 | 26:16 | 34:27 | 36:41 | 46:03 | 10:25 | 07:42 |
 | Ember Spirit | 59 | 52.21% | 82.6 | 55.93% | +24.45% | +10.74% | +4.07% | -0.81% | 31:25 | 19:52 | 27:17 | 31:01 | 35:29 | 45:35 | 08:12 | 06:04 |
 | Brewmaster | 4 | 33.33% | 81.2 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 21:16 | 15:47 | 15:47 | 16:47 | 21:14 | 31:14 | 05:27 | 04:02 |
 | Storm Spirit | 12 | 57.14% | 79.7 | 58.33% | +13.89% | -25.00% | +8.34% | 9.44% | 36:29 | 30:08 | 31:29 | 33:31 | 35:01 | 1:11:28 | 03:32 | 02:37 |
 | Disruptor | 25 | 51.02% | 78.3 | 56.00% | -14.83% | +27.33% | +10.67% | -1.87% | 33:59 | 25:53 | 28:54 | 33:37 | 37:48 | 49:41 | 08:54 | 06:35 |
 | Keeper of the Light | 14 | 26.42% | 76.8 | 64.29% | +28.39% | -14.29% | +35.71% | 3.02% | 35:22 | 19:15 | 27:41 | 30:56 | 44:16 | 56:44 | 16:35 | 12:17 |
 | Spectre | 26 | 89.66% | 75.4 | 50.00% | +16.67% | +50.00% | -33.33% | -26.45% | 20:20 | 16:48 | 18:49 | 19:19 | 21:58 | 27:13 | 03:09 | 02:20 |
 | Kunkka | 2 | 14.29% | 73.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:16 | 32:08 | 32:08 | 40:24 | 40:24 | 40:24 | 08:16 | 06:07 |
 | Snapfire | 23 | 20.00% | 72.5 | 60.87% | +32.61% | +22.46% | +5.80% | -1.82% | 32:40 | 13:24 | 28:24 | 32:47 | 37:33 | 48:09 | 09:09 | 06:46 |
 | Spirit Breaker | 8 | 33.33% | 71.0 | 62.50% | +18.75% | -12.50% | -12.50% | 0.00% | 30:59 | 26:41 | 26:50 | 29:18 | 31:43 | 41:20 | 04:53 | 03:37 |
 | Ursa | 3 | 5.36% | 69.6 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 35:26 | 32:25 | 32:25 | 32:56 | 40:58 | 40:58 | 08:33 | 06:20 |
 | Skywrath Mage | 6 | 27.27% | 68.1 | 66.67% | +35.42% | -16.67% | -66.67% | 0.00% | 29:15 | 24:53 | 25:10 | 26:53 | 30:52 | 38:41 | 05:42 | 04:13 |
 | Bristleback | 16 | 100.00% | 66.7 | 43.75% | +43.75% | +31.25% | +31.25% | 0.00% | 18:17 | 14:57 | 16:09 | 16:54 | 20:08 | 22:33 | 03:59 | 02:57 |
 | Tusk | 31 | 20.13% | 65.2 | 54.84% | +12.56% | -4.84% | -4.84% | 0.00% | 35:15 | 23:20 | 30:41 | 33:55 | 38:10 | 53:25 | 07:29 | 05:32 |
 | Dragon Knight | 15 | 68.18% | 63.8 | 46.67% | +18.10% | +3.33% | +3.33% | 0.00% | 30:07 | 24:47 | 27:14 | 29:24 | 30:43 | 39:01 | 03:29 | 02:34 |
 | Nature's Prophet | 42 | 35.59% | 62.3 | 47.62% | -10.27% | -2.17% | +12.38% | 2.84% | 17:49 | 12:28 | 15:06 | 16:45 | 20:13 | 26:25 | 05:07 | 03:47 |
 | Pangolier | 33 | 38.82% | 60.9 | 45.45% | +14.68% | +17.05% | -20.45% | -3.81% | 31:40 | 21:12 | 25:36 | 29:08 | 35:26 | 56:04 | 09:50 | 07:17 |
 | Dawnbreaker | 17 | 44.74% | 59.4 | 47.06% | +18.49% | -22.06% | +2.94% | 2.62% | 28:39 | 20:49 | 23:29 | 27:29 | 33:01 | 42:51 | 09:32 | 07:03 |
 | Visage | 5 | 27.78% | 58.0 | 60.00% | -9.23% | +40.00% | +40.00% | 0.00% | 36:05 | 23:10 | 23:10 | 36:17 | 42:25 | 55:18 | 19:15 | 14:15 |
 | Leshrac | 12 | 10.81% | 56.5 | 58.33% | +0.75% | +41.67% | +8.34% | -4.91% | 38:31 | 24:34 | 33:37 | 36:45 | 40:24 | 52:30 | 06:47 | 05:01 |
 | Treant Protector | 3 | 1.71% | 55.1 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 44:53 | 40:19 | 40:19 | 41:40 | 52:39 | 52:39 | 12:20 | 09:08 |
 | Broodmother | 11 | 15.28% | 53.6 | 54.55% | +2.09% | -21.22% | -21.22% | 0.00% | 32:10 | 23:37 | 27:15 | 29:15 | 35:48 | 49:27 | 08:33 | 06:20 |
 | Shadow Demon | 3 | 21.43% | 52.2 | 66.67% | -15.15% | +33.33% | 0.00% | 0.00% | 33:13 | 21:52 | 21:52 | 33:54 | 43:54 | 43:54 | 22:02 | 16:19 |
 | Rubick | 7 | 3.00% | 50.7 | 71.43% | +25.41% | +28.57% | -21.43% | 0.00% | 37:02 | 22:49 | 28:36 | 33:32 | 37:04 | 55:29 | 08:28 | 06:16 |
 | Shadow Fiend | 4 | 6.67% | 49.3 | 75.00% | +35.71% | -75.00% | +25.00% | 0.00% | 44:30 | 24:48 | 24:48 | 38:47 | 50:35 | 1:03:50 | 25:47 | 19:05 |
 | Razor | 1 | 12.50% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Primal Beast | 13 | 19.40% | 46.4 | 46.15% | -0.15% | +20.52% | +20.52% | 0.00% | 30:32 | 23:00 | 25:36 | 29:57 | 34:33 | 39:06 | 08:57 | 06:37 |
 | Bounty Hunter | 2 | 50.00% | 44.9 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 28:52 | 27:56 | 27:56 | 29:48 | 29:48 | 29:48 | 01:52 | 01:22 |
 | Lone Druid | 1 | 11.11% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Earthshaker | 1 | 11.11% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |
 | Enchantress | 3 | 13.04% | 40.6 | 66.67% | +31.67% | -66.67% | 0.00% | 0.00% | 40:19 | 34:22 | 34:22 | 42:42 | 43:53 | 43:53 | 09:31 | 07:02 |
 | Invoker | 3 | 12.50% | 39.1 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 33:52 | 23:37 | 23:37 | 38:16 | 39:42 | 39:42 | 16:05 | 11:54 |
 | Troll Warlord | 4 | 28.57% | 37.7 | 50.00% | -20.00% | -50.00% | -50.00% | 0.00% | 25:51 | 22:24 | 22:24 | 23:29 | 24:24 | 33:05 | 02:00 | 01:28 |
 | Timbersaw | 4 | 28.57% | 36.2 | 50.00% | +10.00% | +50.00% | -50.00% | -7.81% | 30:02 | 21:46 | 21:46 | 26:00 | 34:34 | 37:48 | 12:48 | 09:28 |
 | Morphling | 22 | 42.31% | 34.8 | 31.82% | -4.85% | +18.18% | -11.82% | -5.86% | 27:32 | 20:53 | 24:10 | 26:56 | 29:17 | 39:07 | 05:07 | 03:47 |
 | Tidehunter | 3 | 8.82% | 33.3 | 66.67% | +5.38% | +33.33% | 0.00% | 0.00% | 25:25 | 19:56 | 19:56 | 20:24 | 35:54 | 35:54 | 15:58 | 11:49 |
 | Earth Spirit | 1 | 5.00% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Mirana | 6 | 6.74% | 30.4 | 50.00% | -12.65% | 0.00% | +50.00% | 4.20% | 32:54 | 23:33 | 28:46 | 29:36 | 40:40 | 42:50 | 11:54 | 08:48 |
 | Faceless Void | 1 | 2.94% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Puck | 1 | 2.78% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Enigma | 1 | 2.17% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 00:00 | 00:00 |
 | Terrorblade | 5 | 12.20% | 24.6 | 40.00% | -7.22% | +60.00% | -40.00% | 0.00% | 40:43 | 28:19 | 28:19 | 44:35 | 44:53 | 51:56 | 16:34 | 12:16 |
 | Undying | 1 | 1.67% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Lina | 1 | 1.30% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Death Prophet | 4 | 2.88% | 20.3 | 50.00% | +1.11% | +50.00% | -50.00% | 0.00% | 32:30 | 19:24 | 19:24 | 25:34 | 37:28 | 47:32 | 18:04 | 13:22 |
 | Void Spirit | 4 | 44.44% | 18.8 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 28:48 | 24:09 | 24:09 | 25:20 | 26:48 | 38:56 | 02:39 | 01:57 |
 | Lycan | 8 | 16.33% | 17.4 | 25.00% | -28.66% | -25.00% | +25.00% | 5.19% | 31:10 | 21:44 | 24:34 | 30:00 | 34:12 | 43:27 | 09:38 | 07:08 |
 | Medusa | 3 | 15.79% | 15.9 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 43:12 | 37:16 | 37:16 | 43:43 | 48:37 | 48:37 | 11:21 | 08:24 |
 | Batrider | 2 | 2.70% | 14.5 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 36:35 | 29:20 | 29:20 | 43:50 | 43:50 | 43:50 | 14:30 | 10:44 |
 | Gyrocopter | 1 | 50.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Axe | 1 | 25.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 5.26% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Arc Warden | 1 | 33.33% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 2.33% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Tinker | 1 | 16.67% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Windranger | 1 | 16.67% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 33.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 25.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 00:00 | 00:00 |