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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 | 496 | 13.44% | 87.6 | 58.27% | +12.88% | +0.60% | +1.41% | 0.07% | 31:39 | 14:28 | 24:46 | 31:22 | 36:32 | 1:06:50 | 08:42 |
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 | |
 | Spectre | 3 | 60.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:16 | 27:21 | 27:21 | 28:39 | 28:49 | 28:49 | 01:28 | 01:05 |
 | Spirit Breaker | 5 | 71.43% | 98.6 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 21:43 | 16:41 | 16:41 | 20:31 | 21:53 | 31:01 | 05:12 | 03:51 |
 | Vengeful Spirit | 9 | 64.29% | 97.1 | 77.78% | +57.78% | +22.22% | -27.78% | -13.57% | 19:21 | 14:28 | 15:49 | 17:55 | 19:30 | 28:48 | 03:41 | 02:43 |
 | Brewmaster | 28 | 90.32% | 95.7 | 71.43% | +4.76% | 0.00% | +14.28% | 1.32% | 25:39 | 16:19 | 19:36 | 24:43 | 30:25 | 36:32 | 10:49 | 08:00 |
 | Lina | 5 | 11.90% | 94.3 | 100.00% | +70.27% | 0.00% | 0.00% | 0.00% | 34:28 | 28:56 | 28:56 | 34:02 | 36:21 | 39:34 | 07:25 | 05:29 |
 | Shadow Demon | 12 | 20.69% | 92.9 | 83.33% | +35.50% | -16.66% | +16.67% | 3.47% | 42:21 | 26:12 | 35:45 | 41:31 | 45:21 | 1:06:50 | 09:36 | 07:06 |
 | Huskar | 7 | 58.33% | 91.4 | 71.43% | +51.43% | +28.57% | -21.43% | -5.08% | 27:16 | 16:27 | 20:35 | 25:40 | 30:25 | 38:17 | 09:50 | 07:17 |
 | Dragon Knight | 29 | 32.95% | 90.0 | 68.97% | +16.43% | +2.46% | -11.83% | -3.12% | 33:58 | 23:49 | 31:27 | 33:19 | 36:02 | 44:02 | 04:35 | 03:23 |
 | Ember Spirit | 36 | 40.00% | 88.6 | 66.67% | +29.63% | 0.00% | -11.11% | -1.95% | 32:08 | 21:19 | 27:53 | 31:46 | 33:34 | 49:58 | 05:41 | 04:12 |
 | Timbersaw | 4 | 9.30% | 87.1 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 31:08 | 29:16 | 29:16 | 29:20 | 30:07 | 35:47 | 00:51 | 00:37 |
 | Void Spirit | 37 | 84.09% | 85.7 | 59.46% | +30.89% | -15.02% | +18.32% | 8.13% | 23:36 | 15:28 | 20:53 | 23:21 | 24:59 | 36:44 | 04:06 | 03:02 |
 | Gyrocopter | 20 | 66.67% | 84.3 | 60.00% | +60.00% | -20.00% | 0.00% | 3.21% | 22:23 | 14:36 | 17:15 | 20:48 | 23:29 | 55:34 | 06:14 | 04:37 |
 | Storm Spirit | 40 | 38.83% | 82.9 | 60.00% | +12.38% | +10.00% | +10.00% | 0.00% | 32:49 | 21:33 | 30:18 | 33:12 | 35:16 | 48:54 | 04:58 | 03:40 |
 | Dawnbreaker | 6 | 42.86% | 81.4 | 66.67% | +41.67% | -16.67% | -66.67% | -5.63% | 33:45 | 26:51 | 29:59 | 32:44 | 38:52 | 39:31 | 08:53 | 06:34 |
 | Keeper of the Light | 25 | 33.33% | 80.0 | 60.00% | +14.00% | -10.00% | +23.33% | 2.89% | 30:42 | 16:42 | 24:49 | 30:36 | 36:22 | 45:16 | 11:33 | 08:33 |
 | Bristleback | 4 | 100.00% | 78.6 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 21:59 | 15:49 | 15:49 | 17:53 | 25:19 | 28:55 | 09:30 | 07:02 |
 | Wraith King | 3 | 7.50% | 77.1 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 42:33 | 35:26 | 35:26 | 40:40 | 51:32 | 51:32 | 16:06 | 11:55 |
 | Jakiro | 4 | 26.67% | 75.7 | 75.00% | +2.27% | +25.00% | +25.00% | 0.00% | 33:51 | 23:27 | 23:27 | 34:02 | 34:45 | 43:09 | 11:18 | 08:22 |
 | Weaver | 11 | 22.45% | 74.3 | 63.64% | +18.90% | -30.31% | +36.36% | 7.08% | 34:40 | 22:40 | 29:06 | 35:01 | 38:31 | 47:24 | 09:25 | 06:58 |
 | Disruptor | 4 | 21.05% | 72.9 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 39:37 | 29:02 | 29:02 | 38:13 | 44:26 | 46:45 | 15:24 | 11:24 |
 | Naga Siren | 4 | 80.00% | 71.4 | 50.00% | -50.00% | +50.00% | +50.00% | 0.00% | 21:39 | 18:30 | 18:30 | 19:56 | 23:36 | 24:32 | 05:06 | 03:46 |
 | Bounty Hunter | 1 | 25.00% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Medusa | 5 | 6.41% | 68.6 | 80.00% | +18.36% | +20.00% | +20.00% | 0.00% | 41:21 | 24:29 | 24:29 | 47:15 | 47:19 | 49:41 | 22:50 | 16:54 |
 | Clockwerk | 4 | 13.33% | 67.1 | 75.00% | +44.23% | +25.00% | -75.00% | -9.04% | 42:42 | 33:07 | 33:07 | 41:40 | 44:11 | 51:51 | 11:04 | 08:11 |
 | Lone Druid | 1 | 20.00% | 65.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 |
 | Tusk | 11 | 23.40% | 64.3 | 54.55% | +10.11% | +12.12% | -21.22% | -2.59% | 27:37 | 17:31 | 19:06 | 26:32 | 31:58 | 47:44 | 12:52 | 09:31 |
 | Rubick | 9 | 18.75% | 62.9 | 55.56% | +6.84% | -55.56% | -5.56% | 10.00% | 34:52 | 28:47 | 31:28 | 34:51 | 36:28 | 39:44 | 05:00 | 03:42 |
 | Grimstroke | 21 | 19.81% | 61.4 | 47.62% | +4.09% | +12.38% | -7.62% | -2.47% | 32:46 | 21:48 | 29:05 | 32:37 | 37:10 | 46:13 | 08:05 | 05:59 |
 | Hoodwink | 13 | 13.40% | 60.0 | 53.85% | +15.75% | -20.52% | +46.15% | 6.61% | 41:25 | 25:50 | 32:44 | 40:20 | 42:49 | 1:02:01 | 10:05 | 07:28 |
 | Skywrath Mage | 7 | 15.22% | 58.6 | 57.14% | -1.83% | -7.14% | -7.14% | 0.00% | 36:11 | 25:19 | 29:55 | 38:57 | 41:36 | 45:09 | 11:41 | 08:39 |
 | Centaur Warrunner | 1 | 11.11% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Kunkka | 8 | 15.09% | 55.7 | 50.00% | +18.89% | 0.00% | 0.00% | 0.00% | 37:45 | 26:04 | 31:34 | 34:16 | 42:20 | 49:28 | 10:46 | 07:58 |
 | Pangolier | 17 | 18.28% | 54.3 | 41.18% | -10.14% | +33.82% | +8.82% | -2.93% | 30:00 | 20:02 | 25:32 | 30:18 | 34:04 | 41:00 | 08:32 | 06:19 |
 | Necrophos | 3 | 9.68% | 52.9 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 27:33 | 22:09 | 22:09 | 26:35 | 33:54 | 33:54 | 11:45 | 08:42 |
 | Tidehunter | 11 | 37.93% | 51.4 | 36.36% | +14.14% | -36.36% | +30.31% | 5.99% | 24:34 | 16:33 | 17:25 | 24:20 | 28:33 | 33:25 | 11:08 | 08:14 |
 | Lion | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Abaddon | 3 | 7.14% | 48.6 | 66.67% | -7.69% | +33.33% | 0.00% | 0.00% | 36:00 | 25:55 | 25:55 | 35:37 | 46:29 | 46:29 | 20:34 | 15:14 |
 | Razor | 3 | 6.67% | 47.1 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 40:54 | 38:21 | 38:21 | 41:15 | 43:06 | 43:06 | 04:45 | 03:31 |
 | Anti-Mage | 4 | 15.38% | 45.7 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 35:30 | 23:24 | 23:24 | 31:04 | 33:04 | 54:29 | 09:40 | 07:09 |
 | Terrorblade | 7 | 14.58% | 44.3 | 42.86% | -1.04% | +7.14% | +7.14% | 0.00% | 46:17 | 36:05 | 39:11 | 41:32 | 49:32 | 1:05:06 | 10:21 | 07:40 |
 | Omniknight | 1 | 4.76% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 4.76% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Visage | 2 | 28.57% | 40.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 32:24 | 19:29 | 19:29 | 45:18 | 45:18 | 45:18 | 25:49 | 19:07 |
 | Lycan | 2 | 28.57% | 38.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 25:19 | 23:03 | 23:03 | 27:35 | 27:35 | 27:35 | 04:32 | 03:21 |
 | Nyx Assassin | 1 | 4.17% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Morphling | 1 | 3.85% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Templar Assassin | 4 | 7.69% | 34.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 34:51 | 26:37 | 26:37 | 28:53 | 30:31 | 53:23 | 03:54 | 02:53 |
 | Queen of Pain | 1 | 2.27% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Puck | 1 | 2.08% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Invoker | 6 | 21.43% | 30.0 | 33.33% | -12.12% | -33.33% | +66.67% | 10.73% | 30:45 | 25:11 | 25:22 | 27:08 | 34:41 | 44:09 | 09:19 | 06:54 |
 | Phantom Lancer | 2 | 9.52% | 28.6 | 50.00% | -7.89% | +50.00% | 0.00% | 0.00% | 53:56 | 44:28 | 44:28 | 1:03:23 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Mirana | 6 | 7.41% | 27.1 | 33.33% | -25.34% | -33.33% | +66.67% | 0.00% | 34:41 | 20:27 | 22:09 | 34:31 | 43:26 | 47:18 | 21:17 | 15:45 |
 | Monkey King | 2 | 3.77% | 25.7 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 33:15 | 30:08 | 30:08 | 36:22 | 36:22 | 36:22 | 06:14 | 04:37 |
 | Snapfire | 12 | 23.08% | 24.3 | 16.67% | -10.83% | -16.67% | +50.00% | 10.08% | 33:00 | 14:53 | 29:48 | 32:17 | 36:25 | 45:42 | 06:37 | 04:54 |
 | Bane | 2 | 2.06% | 22.9 | 50.00% | -7.89% | -50.00% | 0.00% | 0.00% | 40:11 | 39:35 | 39:35 | 40:46 | 40:46 | 40:46 | 01:11 | 00:52 |
 | Chaos Knight | 3 | 4.41% | 21.4 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 34:04 | 31:40 | 31:40 | 31:40 | 38:51 | 38:51 | 07:11 | 05:19 |
 | Leshrac | 4 | 10.26% | 20.0 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 28:55 | 22:25 | 22:25 | 24:08 | 30:28 | 38:37 | 08:03 | 05:57 |
 | Lifestealer | 1 | 4.00% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Tiny | 1 | 0.68% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 00:00 | 00:00 |
 | Sand King | 2 | 1.35% | 15.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 51:49 | 44:53 | 44:53 | 58:44 | 58:44 | 58:44 | 13:51 | 10:15 |
 | Zeus | 1 | 100.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 00:00 | 00:00 |
 | Phoenix | 1 | 4.55% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Venomancer | 1 | 14.29% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 6.67% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Viper | 3 | 14.29% | 7.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:01 | 35:19 | 35:19 | 35:42 | 40:02 | 40:02 | 04:43 | 03:29 |
 | Dark Seer | 4 | 44.44% | 5.7 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 19:32 | 16:16 | 16:16 | 16:29 | 19:51 | 25:33 | 03:35 | 02:39 |
 | Broodmother | 1 | 50.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Juggernaut | 1 | 3.85% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Night Stalker | 1 | 6.67% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |