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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 | 538 | 18.75% | 82.9 | 55.95% | +12.93% | +1.83% | -0.73% | -0.21% | 31:26 | 10:25 | 24:36 | 29:54 | 36:53 | 1:42:30 | 09:05 |
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 | |
 | Meepo | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Sniper | 1 | 100.00% | 98.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Bloodseeker | 4 | 40.00% | 97.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:54 | 20:48 | 20:48 | 23:35 | 27:44 | 39:28 | 06:56 | 05:08 |
 | Broodmother | 9 | 40.91% | 95.9 | 77.78% | +23.93% | -27.78% | +22.22% | 6.64% | 30:49 | 23:40 | 24:25 | 30:03 | 31:57 | 47:11 | 07:32 | 05:34 |
 | Invoker | 37 | 67.27% | 94.6 | 64.86% | -1.81% | +24.03% | -20.42% | -5.00% | 29:38 | 19:17 | 24:09 | 28:39 | 33:02 | 47:54 | 08:53 | 06:34 |
 | Clockwerk | 11 | 31.43% | 93.2 | 72.73% | +22.73% | -39.40% | +27.27% | 6.72% | 36:27 | 26:08 | 30:52 | 39:30 | 40:47 | 45:35 | 09:55 | 07:20 |
 | Brewmaster | 12 | 85.71% | 91.9 | 58.33% | -41.67% | +8.34% | +41.67% | 7.60% | 24:24 | 20:25 | 21:14 | 23:40 | 25:37 | 32:46 | 04:23 | 03:14 |
 | Dark Seer | 14 | 51.85% | 90.5 | 64.29% | +33.52% | -14.29% | -30.96% | -3.76% | 21:14 | 14:34 | 17:39 | 18:02 | 22:05 | 37:26 | 04:26 | 03:17 |
 | Faceless Void | 3 | 10.71% | 89.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 30:46 | 25:19 | 25:19 | 29:05 | 37:54 | 37:54 | 12:35 | 09:19 |
 | Nyx Assassin | 41 | 48.24% | 87.8 | 58.54% | +8.54% | +11.46% | -18.54% | -6.29% | 29:20 | 20:18 | 25:01 | 27:37 | 29:47 | 53:54 | 04:46 | 03:31 |
 | Dragon Knight | 33 | 36.67% | 86.5 | 60.61% | +22.01% | +14.39% | -10.61% | -2.70% | 34:00 | 24:12 | 27:47 | 31:50 | 37:03 | 1:18:13 | 09:16 | 06:51 |
 | Slark | 1 | 33.33% | 85.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Bristleback | 11 | 84.62% | 83.8 | 54.55% | +4.55% | +12.12% | +12.12% | 0.00% | 19:03 | 15:37 | 16:43 | 18:23 | 20:46 | 23:51 | 04:03 | 03:00 |
 | Hoodwink | 35 | 30.43% | 82.4 | 60.00% | +10.00% | +6.67% | +6.67% | 0.00% | 33:27 | 23:56 | 30:28 | 33:03 | 36:40 | 44:16 | 06:12 | 04:35 |
 | Axe | 4 | 4.94% | 81.1 | 100.00% | +64.94% | 0.00% | 0.00% | 0.00% | 47:00 | 36:59 | 36:59 | 40:29 | 54:35 | 55:56 | 17:36 | 13:02 |
 | Spectre | 8 | 16.33% | 79.7 | 75.00% | +26.22% | +25.00% | -25.00% | -7.87% | 42:25 | 26:51 | 36:16 | 37:55 | 42:37 | 1:04:03 | 06:21 | 04:42 |
 | Templar Assassin | 6 | 10.53% | 78.4 | 83.33% | +36.27% | +16.67% | -83.33% | 0.00% | 28:28 | 18:32 | 20:36 | 24:11 | 32:54 | 49:25 | 12:18 | 09:06 |
 | Pangolier | 7 | 20.59% | 77.0 | 71.43% | +34.39% | -21.43% | +28.57% | 5.40% | 32:12 | 23:24 | 25:28 | 32:16 | 34:44 | 40:20 | 09:16 | 06:51 |
 | Zeus | 6 | 85.71% | 75.7 | 50.00% | +50.00% | +50.00% | -50.00% | -15.58% | 22:02 | 16:42 | 18:50 | 19:33 | 25:15 | 31:30 | 06:25 | 04:45 |
 | Terrorblade | 12 | 14.46% | 74.3 | 66.67% | +3.29% | 0.00% | 0.00% | 0.00% | 38:39 | 24:08 | 29:05 | 39:43 | 42:18 | 58:49 | 13:13 | 09:47 |
 | Snapfire | 8 | 33.33% | 73.0 | 62.50% | +25.00% | -12.50% | +37.50% | 3.19% | 35:55 | 17:22 | 25:17 | 35:27 | 40:58 | 50:41 | 15:41 | 11:37 |
 | Timbersaw | 3 | 5.77% | 71.6 | 100.00% | +61.22% | 0.00% | 0.00% | 0.00% | 40:05 | 38:18 | 38:18 | 39:28 | 42:29 | 42:29 | 04:11 | 03:05 |
 | Medusa | 23 | 50.00% | 70.3 | 52.17% | -21.74% | -2.17% | -2.17% | 0.00% | 25:46 | 17:45 | 19:36 | 24:26 | 29:54 | 38:34 | 10:18 | 07:37 |
 | Storm Spirit | 11 | 47.83% | 68.9 | 54.55% | +29.55% | +45.45% | +12.12% | 0.00% | 37:16 | 25:55 | 34:26 | 37:52 | 39:45 | 46:14 | 05:19 | 03:56 |
 | Alchemist | 7 | 100.00% | 67.6 | 42.86% | +42.86% | +57.14% | +7.14% | -10.53% | 15:53 | 10:25 | 10:53 | 14:10 | 15:38 | 31:43 | 04:45 | 03:31 |
 | Ember Spirit | 23 | 60.53% | 66.2 | 47.83% | +7.83% | +2.17% | +18.84% | 3.46% | 32:03 | 23:34 | 28:44 | 31:24 | 33:33 | 43:26 | 04:49 | 03:34 |
 | Kunkka | 6 | 23.08% | 64.9 | 66.67% | +1.67% | -16.67% | -66.67% | -22.56% | 32:07 | 28:10 | 28:16 | 29:54 | 30:29 | 45:33 | 02:13 | 01:38 |
 | Tiny | 2 | 8.70% | 63.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 36:29 | 31:39 | 31:39 | 41:18 | 41:18 | 41:18 | 09:39 | 07:08 |
 | Grimstroke | 7 | 35.00% | 62.2 | 57.14% | +41.76% | -57.14% | +42.86% | 34.88% | 30:24 | 26:01 | 26:18 | 28:05 | 29:10 | 43:56 | 02:52 | 02:07 |
 | Morphling | 4 | 14.81% | 60.8 | 75.00% | +31.52% | +25.00% | +25.00% | 0.00% | 26:12 | 20:43 | 20:43 | 23:11 | 29:33 | 31:22 | 08:50 | 06:32 |
 | Luna | 12 | 15.00% | 59.5 | 58.33% | +5.39% | +8.34% | +8.34% | 0.00% | 38:19 | 22:22 | 30:23 | 38:15 | 43:03 | 54:10 | 12:40 | 09:22 |
 | Juggernaut | 5 | 31.25% | 58.1 | 60.00% | +32.73% | -60.00% | +40.00% | 10.05% | 38:23 | 30:12 | 30:12 | 31:48 | 40:09 | 58:18 | 09:57 | 07:22 |
 | Sand King | 4 | 12.12% | 56.8 | 75.00% | +26.72% | +25.00% | -75.00% | 0.00% | 40:17 | 25:52 | 25:52 | 30:37 | 51:13 | 53:27 | 25:21 | 18:46 |
 | Centaur Warrunner | 5 | 27.78% | 55.4 | 60.00% | +13.85% | +40.00% | -60.00% | -9.84% | 35:10 | 28:25 | 28:25 | 33:09 | 38:35 | 46:02 | 10:10 | 07:31 |
 | Phantom Assassin | 3 | 27.27% | 54.1 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 30:56 | 29:49 | 29:49 | 30:05 | 32:53 | 32:53 | 03:04 | 02:16 |
 | Chaos Knight | 1 | 16.67% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Lina | 8 | 9.30% | 51.4 | 62.50% | +16.35% | -12.50% | -12.50% | 0.00% | 32:18 | 26:46 | 27:05 | 28:58 | 32:51 | 44:12 | 05:46 | 04:16 |
 | Shadow Demon | 8 | 33.33% | 50.0 | 50.00% | +6.25% | -50.00% | +50.00% | 9.85% | 31:03 | 20:22 | 23:40 | 28:16 | 33:49 | 41:47 | 10:09 | 07:31 |
 | Gyrocopter | 20 | 83.33% | 48.6 | 35.00% | -40.00% | +45.00% | -35.00% | -18.25% | 17:01 | 11:11 | 13:53 | 14:55 | 18:16 | 28:43 | 04:23 | 03:14 |
 | Puck | 25 | 39.68% | 47.3 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 33:55 | 25:13 | 29:54 | 33:56 | 37:05 | 51:32 | 07:11 | 05:19 |
 | Sven | 1 | 14.29% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Abaddon | 2 | 3.57% | 44.6 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 47:52 | 42:30 | 42:30 | 53:14 | 53:14 | 53:14 | 10:44 | 07:57 |
 | Mars | 2 | 3.45% | 43.2 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 46:27 | 34:28 | 34:28 | 58:25 | 58:25 | 58:25 | 23:57 | 17:44 |
 | Ursa | 3 | 16.67% | 41.9 | 66.67% | +20.00% | -66.67% | 0.00% | 0.00% | 29:38 | 28:36 | 28:36 | 29:27 | 30:52 | 30:52 | 02:16 | 01:40 |
 | Drow Ranger | 3 | 13.64% | 40.5 | 66.67% | +19.30% | -66.67% | 0.00% | 0.00% | 37:21 | 20:57 | 20:57 | 28:27 | 1:02:38 | 1:02:38 | 41:41 | 30:52 |
 | Windranger | 1 | 10.00% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 00:00 | 00:00 |
 | Techies | 3 | 75.00% | 37.8 | 33.33% | +33.33% | +66.67% | 0.00% | -11.83% | 25:56 | 23:48 | 23:48 | 24:35 | 29:26 | 29:26 | 05:38 | 04:10 |
 | Void Spirit | 20 | 71.43% | 36.5 | 25.00% | 0.00% | -5.00% | -5.00% | 0.00% | 23:43 | 16:30 | 19:12 | 23:00 | 25:19 | 35:09 | 06:07 | 04:31 |
 | Winter Wyvern | 3 | 4.23% | 35.1 | 66.67% | +24.02% | +33.33% | 0.00% | 0.00% | 23:00 | 21:55 | 21:55 | 22:08 | 24:56 | 24:56 | 03:01 | 02:14 |
 | Phoenix | 6 | 6.00% | 33.8 | 50.00% | +4.26% | +50.00% | -50.00% | 0.00% | 38:15 | 25:50 | 27:20 | 30:24 | 52:15 | 1:02:34 | 24:55 | 18:27 |
 | Doom | 4 | 10.53% | 32.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 38:22 | 25:25 | 25:25 | 26:39 | 47:13 | 54:10 | 21:48 | 16:08 |
 | Oracle | 1 | 3.45% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Death Prophet | 1 | 2.44% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Keeper of the Light | 2 | 18.18% | 28.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 27:59 | 27:26 | 27:26 | 28:31 | 28:31 | 28:31 | 01:05 | 00:48 |
 | Beastmaster | 3 | 37.50% | 27.0 | 33.33% | -46.67% | +66.67% | 0.00% | 0.00% | 41:34 | 28:49 | 28:49 | 40:09 | 55:43 | 55:43 | 26:54 | 19:55 |
 | Ancient Apparition | 1 | 1.59% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 00:00 | 00:00 |
 | Disruptor | 3 | 33.33% | 24.3 | 33.33% | -16.67% | +66.67% | 0.00% | -10.67% | 37:16 | 33:53 | 33:53 | 37:48 | 40:08 | 40:08 | 06:15 | 04:37 |
 | Slardar | 3 | 30.00% | 23.0 | 33.33% | -9.53% | -33.33% | 0.00% | 1.19% | 45:14 | 32:42 | 32:42 | 42:12 | 60:48 | 60:48 | 28:06 | 20:48 |
 | Lion | 1 | 0.82% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 00:00 | 00:00 |
 | Tidehunter | 3 | 7.14% | 20.3 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 23:33 | 18:51 | 18:51 | 22:14 | 29:33 | 29:33 | 10:42 | 07:55 |
 | Earth Spirit | 4 | 15.38% | 18.9 | 25.00% | -34.09% | -25.00% | -25.00% | 0.00% | 42:45 | 27:28 | 27:28 | 35:29 | 46:00 | 1:02:02 | 18:32 | 13:43 |
 | Elder Titan | 5 | 17.86% | 17.6 | 20.00% | -32.17% | -20.00% | -20.00% | 0.00% | 30:57 | 19:33 | 19:33 | 21:17 | 27:17 | 1:06:06 | 07:44 | 05:43 |
 | Viper | 5 | 11.11% | 16.2 | 20.00% | -32.50% | -20.00% | -20.00% | 0.00% | 33:16 | 30:46 | 30:46 | 33:13 | 34:06 | 35:14 | 03:20 | 02:28 |
 | Mirana | 4 | 5.00% | 14.9 | 25.00% | -38.16% | +75.00% | -25.00% | 0.00% | 37:08 | 29:31 | 29:31 | 34:08 | 34:33 | 50:20 | 05:02 | 03:43 |
 | Treant Protector | 1 | 4.35% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 1:05:48 | 00:00 | 00:00 |
 | Underlord | 1 | 20.00% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 16.67% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Arc Warden | 1 | 14.29% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:21:58 | 1:21:58 | 1:21:58 | 1:21:58 | 1:21:58 | 1:21:58 | 00:00 | 00:00 |
 | Naga Siren | 4 | 50.00% | 8.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 39:53 | 31:27 | 31:27 | 38:13 | 42:18 | 47:32 | 10:51 | 08:02 |
 | Rubick | 1 | 7.69% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Jakiro | 1 | 25.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Enigma | 1 | 33.33% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Razor | 1 | 3.57% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 100.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |