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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 | 676 | 16.77% | 82.2 | 56.07% | +12.07% | +0.14% | -4.00% | -0.39% | 29:49 | 12:35 | 24:08 | 29:26 | 34:48 | 1:12:06 | 07:54 |
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 | |
 | Bristleback | 13 | 100.00% | 100.0 | 69.23% | +69.23% | +30.77% | -69.23% | -33.33% | 17:41 | 14:57 | 15:32 | 16:47 | 18:32 | 25:57 | 03:00 | 02:13 |
 | Tidehunter | 22 | 36.07% | 98.7 | 77.27% | +49.06% | -10.60% | +2.73% | 1.41% | 26:44 | 15:49 | 21:13 | 25:14 | 30:41 | 44:18 | 09:28 | 07:00 |
 | Visage | 5 | 50.00% | 97.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 16:34 | 15:18 | 15:18 | 15:59 | 16:45 | 19:00 | 01:27 | 01:04 |
 | Spirit Breaker | 47 | 43.12% | 96.1 | 70.21% | +42.79% | -3.54% | +4.79% | 0.99% | 31:56 | 19:48 | 27:52 | 32:15 | 36:19 | 42:35 | 08:27 | 06:15 |
 | Dawnbreaker | 8 | 47.06% | 94.8 | 75.00% | +41.67% | -25.00% | +25.00% | 7.04% | 27:33 | 19:40 | 24:29 | 25:52 | 31:35 | 33:15 | 07:06 | 05:15 |
 | Ember Spirit | 52 | 65.00% | 93.5 | 65.38% | +26.09% | -3.84% | -3.84% | 0.00% | 30:07 | 22:21 | 26:11 | 29:18 | 33:37 | 41:42 | 07:26 | 05:30 |
 | Juggernaut | 5 | 38.46% | 92.2 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 26:53 | 24:04 | 24:04 | 26:50 | 27:26 | 29:26 | 03:22 | 02:29 |
 | Clockwerk | 12 | 31.58% | 90.9 | 75.00% | +25.00% | -41.67% | +25.00% | 5.76% | 33:37 | 23:35 | 27:13 | 33:05 | 38:47 | 40:06 | 11:34 | 08:34 |
 | Phantom Assassin | 15 | 27.27% | 89.6 | 73.33% | +35.83% | +1.67% | +1.67% | 0.00% | 31:54 | 23:29 | 28:08 | 31:26 | 33:34 | 51:36 | 05:26 | 04:01 |
 | Brewmaster | 7 | 100.00% | 88.3 | 57.14% | +57.14% | -57.14% | +42.86% | 30.46% | 22:41 | 18:53 | 19:37 | 22:27 | 22:54 | 31:40 | 03:17 | 02:25 |
 | Mirana | 9 | 19.15% | 87.0 | 77.78% | +19.89% | +22.22% | +22.22% | 0.00% | 30:30 | 23:24 | 25:33 | 32:23 | 33:43 | 37:47 | 08:10 | 06:02 |
 | Weaver | 59 | 50.43% | 85.7 | 59.32% | +14.49% | +14.01% | -12.65% | -3.77% | 31:06 | 20:21 | 26:20 | 30:03 | 33:24 | 48:49 | 07:04 | 05:14 |
 | Void Spirit | 49 | 75.38% | 84.4 | 57.14% | +19.64% | +17.86% | -15.47% | -5.92% | 25:35 | 16:54 | 22:51 | 25:12 | 28:29 | 36:53 | 05:38 | 04:10 |
 | Anti-Mage | 6 | 46.15% | 83.1 | 66.67% | +23.81% | +33.33% | -66.67% | -100.00% | 28:04 | 22:19 | 24:17 | 24:38 | 24:57 | 47:31 | 00:40 | 00:29 |
 | Abaddon | 3 | 8.82% | 81.8 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 41:07 | 32:54 | 32:54 | 43:03 | 47:24 | 47:24 | 14:30 | 10:44 |
 | Medusa | 6 | 9.23% | 80.5 | 83.33% | +20.62% | -33.33% | +16.67% | 0.00% | 32:45 | 25:02 | 25:04 | 26:55 | 43:43 | 48:20 | 18:39 | 13:48 |
 | Gyrocopter | 24 | 53.33% | 79.2 | 54.17% | +30.36% | +12.50% | -37.50% | -20.27% | 15:28 | 12:35 | 14:16 | 15:26 | 16:44 | 18:02 | 02:28 | 01:49 |
 | Razor | 10 | 15.63% | 77.9 | 70.00% | +34.81% | +30.00% | -20.00% | -4.27% | 33:54 | 23:31 | 26:10 | 31:07 | 37:52 | 57:19 | 11:42 | 08:40 |
 | Dark Seer | 13 | 56.52% | 76.6 | 53.85% | +33.85% | +12.82% | -20.52% | -6.85% | 18:57 | 14:17 | 15:08 | 18:13 | 20:00 | 27:21 | 04:52 | 03:36 |
 | Nature's Prophet | 2 | 11.11% | 75.3 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 17:59 | 16:47 | 16:47 | 19:11 | 19:11 | 19:11 | 02:24 | 01:46 |
 | Disruptor | 15 | 19.23% | 74.0 | 60.00% | +12.38% | +15.00% | -10.00% | -3.70% | 34:55 | 25:00 | 31:25 | 34:48 | 38:10 | 42:56 | 06:45 | 05:00 |
 | Kunkka | 19 | 17.43% | 72.7 | 57.89% | +6.78% | +22.11% | +2.11% | -2.14% | 37:00 | 24:48 | 32:11 | 34:17 | 41:31 | 51:07 | 09:20 | 06:54 |
 | Elder Titan | 3 | 37.50% | 71.4 | 66.67% | +46.67% | +33.33% | 0.00% | 0.00% | 34:31 | 29:50 | 29:50 | 34:37 | 39:05 | 39:05 | 09:15 | 06:51 |
 | Puck | 28 | 43.08% | 70.1 | 46.43% | -4.92% | +25.00% | -17.86% | -6.82% | 33:17 | 22:24 | 28:33 | 32:00 | 34:50 | 57:15 | 06:17 | 04:39 |
 | Snapfire | 11 | 9.02% | 68.8 | 63.64% | +21.30% | +3.03% | +36.36% | 0.00% | 31:35 | 20:56 | 23:58 | 30:02 | 34:04 | 48:02 | 10:06 | 07:28 |
 | Bane | 13 | 8.84% | 67.5 | 61.54% | +9.30% | +38.46% | -28.21% | -8.75% | 40:02 | 26:32 | 35:15 | 39:29 | 42:52 | 55:05 | 07:37 | 05:38 |
 | Keeper of the Light | 1 | 20.00% | 66.2 | 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 |
 | Outworld Destroyer | 21 | 29.17% | 64.9 | 47.62% | -3.36% | -7.62% | +32.38% | 4.52% | 25:53 | 16:00 | 21:29 | 24:33 | 30:20 | 37:21 | 08:51 | 06:33 |
 | Invoker | 19 | 31.67% | 63.6 | 47.37% | -3.85% | +12.63% | -27.37% | -4.19% | 30:13 | 18:51 | 22:29 | 28:50 | 32:02 | 1:07:05 | 09:33 | 07:04 |
 | Tinker | 7 | 70.00% | 62.3 | 42.86% | -57.14% | +7.14% | +57.14% | 46.88% | 21:33 | 15:44 | 19:15 | 19:45 | 20:19 | 34:34 | 01:04 | 00:47 |
 | Naga Siren | 5 | 83.33% | 61.0 | 40.00% | -60.00% | -40.00% | +60.00% | 9.05% | 27:18 | 20:22 | 20:22 | 27:44 | 31:25 | 32:07 | 11:03 | 08:11 |
 | Necrophos | 1 | 16.67% | 59.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Vengeful Spirit | 3 | 100.00% | 58.4 | 33.33% | +33.33% | -33.33% | 0.00% | 3.66% | 21:09 | 17:29 | 17:29 | 19:22 | 26:35 | 26:35 | 09:06 | 06:44 |
 | Shadow Demon | 5 | 17.86% | 57.1 | 60.00% | +20.87% | +40.00% | +40.00% | 0.00% | 41:33 | 27:06 | 27:06 | 44:53 | 48:05 | 48:52 | 20:59 | 15:32 |
 | Bloodseeker | 5 | 17.86% | 55.8 | 60.00% | +7.83% | +40.00% | +40.00% | 0.00% | 28:19 | 21:49 | 21:49 | 29:49 | 31:21 | 34:07 | 09:32 | 07:03 |
 | Skywrath Mage | 5 | 17.24% | 54.5 | 60.00% | +1.67% | +40.00% | +40.00% | 0.00% | 35:23 | 30:00 | 30:00 | 35:11 | 36:19 | 43:23 | 06:19 | 04:40 |
 | Terrorblade | 11 | 20.00% | 53.2 | 45.45% | -4.55% | -45.45% | +54.55% | 14.29% | 38:52 | 31:28 | 35:05 | 37:57 | 42:05 | 47:55 | 07:00 | 05:11 |
 | Centaur Warrunner | 3 | 13.04% | 51.9 | 66.67% | +11.67% | -66.67% | 0.00% | 0.00% | 27:04 | 24:33 | 24:33 | 26:40 | 30:00 | 30:00 | 05:27 | 04:02 |
 | Storm Spirit | 19 | 36.54% | 50.6 | 36.84% | -26.80% | +3.16% | -16.84% | -3.21% | 35:04 | 20:51 | 32:03 | 35:41 | 38:17 | 44:20 | 06:14 | 04:37 |
 | Axe | 1 | 10.00% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Zeus | 4 | 100.00% | 48.1 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 18:57 | 17:05 | 17:05 | 18:53 | 19:53 | 19:56 | 02:48 | 02:04 |
 | Jakiro | 3 | 8.57% | 46.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 33:08 | 21:37 | 21:37 | 38:30 | 39:18 | 39:18 | 17:41 | 13:05 |
 | Hoodwink | 9 | 15.52% | 45.5 | 44.44% | -18.83% | +5.56% | +5.56% | 0.00% | 34:24 | 26:01 | 28:47 | 31:56 | 41:32 | 44:27 | 12:45 | 09:26 |
 | Treant Protector | 3 | 8.33% | 44.2 | 66.67% | +27.28% | +33.33% | 0.00% | 0.00% | 30:23 | 24:11 | 24:11 | 29:39 | 37:20 | 37:20 | 13:09 | 09:44 |
 | Templar Assassin | 3 | 6.00% | 42.9 | 66.67% | +11.35% | +33.33% | 0.00% | 0.00% | 26:06 | 19:47 | 19:47 | 27:19 | 31:11 | 31:11 | 11:24 | 08:26 |
 | Chen | 2 | 33.33% | 41.6 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 30:08 | 29:49 | 29:49 | 30:27 | 30:27 | 30:27 | 00:38 | 00:28 |
 | Beastmaster | 7 | 12.73% | 40.3 | 42.86% | -19.64% | +7.14% | +7.14% | 0.00% | 27:22 | 15:29 | 15:48 | 30:26 | 34:54 | 41:47 | 19:06 | 14:08 |
 | Dragon Knight | 5 | 25.00% | 39.0 | 40.00% | +13.33% | -40.00% | +60.00% | 10.95% | 28:59 | 22:49 | 22:49 | 31:11 | 31:57 | 33:04 | 09:08 | 06:45 |
 | Night Stalker | 1 | 3.33% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Nyx Assassin | 9 | 16.67% | 36.4 | 33.33% | -20.00% | +16.67% | -33.33% | -8.36% | 29:50 | 23:43 | 26:43 | 29:00 | 32:42 | 37:31 | 05:59 | 04:25 |
 | Lina | 1 | 2.00% | 35.1 | 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 |
 | Grimstroke | 13 | 12.38% | 33.8 | 30.77% | -12.71% | -30.77% | +35.90% | 5.26% | 35:22 | 25:19 | 27:41 | 35:00 | 40:21 | 49:41 | 12:40 | 09:22 |
 | Rubick | 1 | 1.85% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Death Prophet | 1 | 1.67% | 31.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.52% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 12.50% | 28.6 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 36:30 | 35:02 | 35:02 | 37:57 | 37:57 | 37:57 | 02:55 | 02:09 |
 | Viper | 2 | 12.50% | 27.3 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 31:35 | 30:26 | 30:26 | 32:43 | 32:43 | 32:43 | 02:17 | 01:41 |
 | Morphling | 10 | 30.30% | 26.0 | 20.00% | -40.87% | -20.00% | -20.00% | 0.00% | 29:23 | 21:46 | 25:35 | 26:58 | 28:37 | 50:27 | 03:02 | 02:14 |
 | Timbersaw | 3 | 7.50% | 24.7 | 33.33% | -7.21% | -33.33% | 0.00% | 0.00% | 46:54 | 34:47 | 34:47 | 49:13 | 56:42 | 56:42 | 21:55 | 16:14 |
 | Pangolier | 3 | 5.17% | 23.4 | 33.33% | -23.03% | +66.67% | 0.00% | 0.00% | 30:08 | 24:53 | 24:53 | 30:16 | 35:16 | 35:16 | 10:23 | 07:41 |
 | Dark Willow | 5 | 8.06% | 22.1 | 20.00% | -18.60% | -20.00% | -20.00% | 0.00% | 48:11 | 24:54 | 24:54 | 46:52 | 56:55 | 1:12:06 | 32:01 | 23:42 |
 | Spectre | 3 | 60.00% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:31 | 16:46 | 16:46 | 17:13 | 21:34 | 21:34 | 04:48 | 03:33 |
 | Windranger | 1 | 4.00% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Earthshaker | 1 | 6.67% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 00:00 | 00:00 |
 | Pudge | 1 | 20.00% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Sand King | 1 | 4.35% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 00:00 | 00:00 |
 | Slark | 1 | 12.50% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Sniper | 1 | 10.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Wraith King | 1 | 1.39% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Lycan | 1 | 7.69% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Slardar | 1 | 14.29% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Queen of Pain | 5 | 3.55% | 7.8 | 0.00% | -52.21% | 0.00% | 0.00% | 0.00% | 33:55 | 23:05 | 23:05 | 34:21 | 36:22 | 44:03 | 13:17 | 09:50 |
 | Batrider | 1 | 3.70% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Ursa | 2 | 5.00% | 5.2 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 25:47 | 24:02 | 24:02 | 27:32 | 27:32 | 27:32 | 03:30 | 02:35 |
 | Chaos Knight | 4 | 22.22% | 3.9 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 28:01 | 18:17 | 18:17 | 22:02 | 31:36 | 40:07 | 13:19 | 09:51 |
 | Troll Warlord | 1 | 5.88% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Techies | 1 | 50.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |