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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 Shard | 766 | 33.16% | 65.3 | 50.13% | +13.19% | +7.16% | -8.25% | -1.22% | 26:39 | 15:00 | 19:00 | 25:08 | 31:40 | 1:32:42 | 09:22 |
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 | |
 | Phoenix | 4 | 57.14% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 19:28 | 15:10 | 15:10 | 17:31 | 18:37 | 26:33 | 03:27 | 02:33 |
 | Naga Siren | 11 | 35.48% | 98.9 | 90.91% | +40.91% | +9.09% | +9.09% | 0.00% | 31:39 | 22:29 | 25:51 | 29:09 | 33:51 | 46:22 | 08:00 | 05:55 |
 | Shadow Demon | 6 | 66.67% | 97.8 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 24:35 | 15:32 | 18:21 | 25:07 | 29:42 | 32:30 | 11:21 | 08:24 |
 | Anti-Mage | 1 | 50.00% | 96.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 |
 | Night Stalker | 1 | 50.00% | 95.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Doom | 14 | 82.35% | 94.5 | 71.43% | +71.43% | +3.57% | -38.10% | -6.46% | 26:17 | 19:14 | 21:54 | 25:36 | 28:21 | 36:09 | 06:27 | 04:46 |
 | Storm Spirit | 3 | 20.00% | 93.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 38:25 | 23:03 | 23:03 | 41:43 | 50:29 | 50:29 | 27:26 | 20:19 |
 | Dawnbreaker | 25 | 83.33% | 92.3 | 64.00% | +44.00% | +19.33% | +2.67% | -2.16% | 23:47 | 15:26 | 19:00 | 20:18 | 26:43 | 50:49 | 07:43 | 05:42 |
 | Lycan | 2 | 25.00% | 91.2 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 58:38 | 56:28 | 56:28 | 60:48 | 60:48 | 60:48 | 04:20 | 03:12 |
 | Chaos Knight | 10 | 100.00% | 90.1 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 27:49 | 24:48 | 25:52 | 27:52 | 29:10 | 32:27 | 03:18 | 02:26 |
 | Sven | 19 | 73.08% | 89.0 | 63.16% | +20.30% | +16.84% | -23.16% | -28.57% | 18:55 | 15:04 | 16:26 | 16:57 | 17:50 | 36:38 | 01:24 | 01:02 |
 | Slark | 15 | 78.95% | 87.9 | 60.00% | +10.00% | +40.00% | -35.00% | -10.66% | 25:39 | 16:26 | 21:54 | 24:19 | 28:56 | 37:57 | 07:02 | 05:12 |
 | Bloodseeker | 10 | 76.92% | 86.8 | 60.00% | +26.67% | +6.67% | -10.00% | -2.39% | 26:50 | 18:54 | 23:11 | 26:30 | 30:09 | 38:29 | 06:58 | 05:09 |
 | Hoodwink | 16 | 55.17% | 85.7 | 62.50% | +24.04% | +12.50% | -12.50% | -7.50% | 19:16 | 15:01 | 16:01 | 18:23 | 19:21 | 27:47 | 03:20 | 02:28 |
 | Visage | 30 | 83.33% | 84.6 | 56.67% | +23.34% | +30.83% | +0.47% | -4.60% | 21:41 | 15:01 | 18:01 | 20:31 | 24:37 | 35:43 | 06:36 | 04:53 |
 | Chen | 5 | 25.00% | 83.5 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 19:59 | 15:00 | 15:00 | 18:07 | 21:21 | 29:42 | 06:21 | 04:42 |
 | Clockwerk | 19 | 42.22% | 82.4 | 63.16% | +32.39% | +16.84% | -3.16% | -2.84% | 28:42 | 17:24 | 25:11 | 27:51 | 32:14 | 39:34 | 07:03 | 05:13 |
 | Lifestealer | 21 | 75.00% | 81.3 | 57.14% | -14.29% | +22.86% | +2.86% | -3.70% | 20:30 | 15:01 | 15:42 | 19:14 | 21:06 | 35:55 | 05:24 | 04:00 |
 | Pangolier | 54 | 78.26% | 80.2 | 53.70% | +20.37% | -10.84% | +7.84% | 2.42% | 22:47 | 15:02 | 17:58 | 20:40 | 25:41 | 58:08 | 07:43 | 05:42 |
 | Wraith King | 1 | 33.33% | 79.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Grimstroke | 2 | 100.00% | 78.0 | 50.00% | +50.00% | -50.00% | 0.00% | 15.87% | 16:37 | 15:02 | 15:02 | 18:11 | 18:11 | 18:11 | 03:09 | 02:20 |
 | Enigma | 22 | 37.29% | 76.9 | 59.09% | +7.74% | -25.76% | +40.91% | 8.02% | 22:52 | 15:02 | 16:31 | 20:05 | 24:50 | 54:13 | 08:19 | 06:09 |
 | Pudge | 5 | 15.15% | 75.8 | 80.00% | +26.43% | +20.00% | +20.00% | 0.00% | 37:47 | 27:17 | 27:17 | 32:28 | 41:07 | 55:34 | 13:50 | 10:14 |
 | Faceless Void | 13 | 65.00% | 74.7 | 53.85% | +25.28% | +12.82% | -20.52% | -4.90% | 27:18 | 20:54 | 21:46 | 26:40 | 28:34 | 36:35 | 06:48 | 05:02 |
 | Slardar | 4 | 26.67% | 73.6 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 37:34 | 27:00 | 27:00 | 30:40 | 40:10 | 52:26 | 13:10 | 09:45 |
 | Lone Druid | 17 | 100.00% | 72.5 | 47.06% | +47.06% | +2.94% | -22.06% | -9.43% | 19:47 | 16:22 | 17:36 | 19:21 | 20:15 | 27:11 | 02:39 | 01:57 |
 | Invoker | 8 | 34.78% | 71.4 | 62.50% | +22.50% | +37.50% | -12.50% | -9.20% | 27:50 | 24:59 | 25:03 | 26:13 | 30:29 | 31:09 | 05:26 | 04:01 |
 | Tidehunter | 4 | 23.53% | 70.3 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 29:27 | 18:49 | 18:49 | 29:17 | 30:50 | 38:50 | 12:01 | 08:54 |
 | Lich | 15 | 46.88% | 69.2 | 53.33% | +18.04% | -3.33% | -3.33% | 0.00% | 28:08 | 15:49 | 17:51 | 20:40 | 32:34 | 1:28:07 | 14:43 | 10:54 |
 | Ancient Apparition | 6 | 75.00% | 68.1 | 50.00% | +50.00% | 0.00% | -50.00% | -3.79% | 28:18 | 21:26 | 21:42 | 24:37 | 34:53 | 36:35 | 13:11 | 09:45 |
 | Magnus | 8 | 66.67% | 67.0 | 50.00% | +25.00% | 0.00% | 0.00% | 0.00% | 21:42 | 15:06 | 15:34 | 21:07 | 23:48 | 32:23 | 08:14 | 06:05 |
 | Earth Spirit | 3 | 37.50% | 65.9 | 66.67% | +6.67% | +33.33% | 0.00% | -1.16% | 39:44 | 26:35 | 26:35 | 37:25 | 55:13 | 55:13 | 28:38 | 21:12 |
 | Zeus | 24 | 96.00% | 64.8 | 41.67% | -58.33% | -8.34% | -8.34% | 0.00% | 16:14 | 15:00 | 15:01 | 15:36 | 16:36 | 20:26 | 01:35 | 01:10 |
 | Earthshaker | 22 | 100.00% | 63.7 | 40.91% | +40.91% | +25.76% | -20.91% | -7.13% | 19:38 | 15:00 | 15:20 | 17:22 | 21:53 | 42:51 | 06:33 | 04:51 |
 | Mars | 26 | 86.67% | 62.6 | 42.31% | +17.31% | +0.55% | -25.64% | -3.71% | 25:47 | 15:01 | 21:36 | 25:25 | 28:39 | 38:33 | 07:03 | 05:13 |
 | Snapfire | 34 | 61.82% | 61.5 | 44.12% | -8.26% | +22.55% | -19.12% | -3.67% | 26:11 | 15:00 | 19:39 | 22:57 | 31:00 | 50:45 | 11:21 | 08:24 |
 | Templar Assassin | 5 | 35.71% | 60.4 | 60.00% | +26.67% | -60.00% | -60.00% | 0.00% | 26:34 | 17:26 | 17:26 | 27:38 | 29:27 | 33:06 | 12:01 | 08:54 |
 | Bristleback | 1 | 20.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Vengeful Spirit | 7 | 77.78% | 58.2 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 29:19 | 15:01 | 19:08 | 27:15 | 30:35 | 54:35 | 11:27 | 08:28 |
 | Witch Doctor | 8 | 100.00% | 57.1 | 37.50% | +37.50% | -37.50% | -37.50% | 0.00% | 18:12 | 15:01 | 15:01 | 17:09 | 17:49 | 25:04 | 02:48 | 02:04 |
 | Shadow Fiend | 18 | 22.22% | 56.0 | 50.00% | +0.79% | +10.00% | +25.00% | 1.71% | 29:53 | 16:38 | 24:43 | 30:09 | 33:28 | 53:34 | 08:45 | 06:28 |
 | Beastmaster | 23 | 69.70% | 54.9 | 39.13% | -30.87% | -5.80% | -22.46% | -1.99% | 24:43 | 16:10 | 19:48 | 23:32 | 28:10 | 40:02 | 08:22 | 06:11 |
 | Rubick | 12 | 63.16% | 53.8 | 41.67% | +27.38% | +25.00% | -8.34% | -2.49% | 27:16 | 16:42 | 19:49 | 27:42 | 33:12 | 36:25 | 13:23 | 09:54 |
 | Dazzle | 4 | 50.00% | 52.7 | 50.00% | +25.00% | -50.00% | +50.00% | 8.73% | 25:44 | 16:24 | 16:24 | 27:15 | 27:51 | 31:24 | 11:27 | 08:28 |
 | Timbersaw | 1 | 14.29% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Spirit Breaker | 4 | 40.00% | 50.5 | 50.00% | 0.00% | -50.00% | +50.00% | 6.84% | 31:38 | 17:30 | 17:30 | 31:11 | 32:07 | 45:44 | 14:37 | 10:49 |
 | Tiny | 4 | 4.88% | 49.5 | 75.00% | +23.72% | +25.00% | +25.00% | 0.00% | 45:52 | 31:29 | 31:29 | 37:43 | 40:11 | 1:14:04 | 08:42 | 06:26 |
 | Ember Spirit | 24 | 66.67% | 48.4 | 33.33% | +16.66% | -16.66% | +16.67% | 3.68% | 30:55 | 21:56 | 26:02 | 30:50 | 35:05 | 41:23 | 09:03 | 06:42 |
 | Jakiro | 3 | 14.29% | 47.3 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 34:39 | 31:28 | 31:28 | 32:39 | 39:49 | 39:49 | 08:21 | 06:11 |
 | Viper | 2 | 50.00% | 46.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 40:51 | 36:19 | 36:19 | 45:23 | 45:23 | 45:23 | 09:04 | 06:42 |
 | Venomancer | 1 | 11.11% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Razor | 4 | 30.77% | 44.0 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 28:09 | 23:39 | 23:39 | 25:16 | 28:44 | 34:58 | 05:05 | 03:45 |
 | Nature's Prophet | 1 | 10.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Ursa | 4 | 28.57% | 41.8 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 31:41 | 28:59 | 28:59 | 29:57 | 32:35 | 35:12 | 03:36 | 02:40 |
 | Drow Ranger | 15 | 50.00% | 40.7 | 33.33% | -20.00% | +41.67% | -8.33% | -3.32% | 26:03 | 15:01 | 16:50 | 29:02 | 31:54 | 39:51 | 15:04 | 11:09 |
 | Alchemist | 3 | 75.00% | 39.6 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 37:31 | 34:13 | 34:13 | 34:54 | 43:25 | 43:25 | 09:12 | 06:48 |
 | Kunkka | 4 | 25.00% | 38.5 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 31:21 | 30:38 | 30:38 | 30:42 | 30:57 | 33:05 | 00:19 | 00:14 |
 | Axe | 2 | 40.00% | 37.4 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 29:55 | 27:21 | 27:21 | 32:28 | 32:28 | 32:28 | 05:07 | 03:47 |
 | Broodmother | 3 | 7.50% | 36.3 | 66.67% | +1.81% | +33.33% | 0.00% | 0.00% | 30:29 | 26:37 | 26:37 | 30:31 | 34:18 | 34:18 | 07:41 | 05:41 |
 | Sniper | 8 | 30.77% | 35.2 | 37.50% | -29.17% | +62.50% | -37.50% | -13.73% | 22:32 | 15:02 | 16:45 | 21:45 | 24:02 | 35:13 | 07:17 | 05:23 |
 | Underlord | 2 | 33.33% | 34.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 58:44 | 24:46 | 24:46 | 1:32:42 | 1:32:42 | 1:32:42 | 1:07:56 | 50:19 |
 | Shadow Shaman | 2 | 33.33% | 33.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 44:25 | 32:38 | 32:38 | 56:11 | 56:11 | 56:11 | 23:33 | 17:26 |
 | Morphling | 12 | 27.27% | 31.9 | 33.33% | -13.55% | 0.00% | 0.00% | 0.00% | 33:46 | 23:19 | 26:32 | 32:29 | 38:41 | 43:11 | 12:09 | 09:00 |
 | Brewmaster | 4 | 14.29% | 30.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 45:22 | 32:20 | 32:20 | 38:09 | 46:55 | 1:04:05 | 14:35 | 10:48 |
 | Dark Willow | 4 | 80.00% | 29.7 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 23:55 | 21:45 | 21:45 | 21:50 | 25:28 | 26:36 | 03:43 | 02:45 |
 | Batrider | 5 | 25.00% | 28.6 | 40.00% | +26.67% | -40.00% | +60.00% | 0.00% | 24:48 | 20:17 | 20:17 | 25:05 | 26:17 | 28:49 | 06:00 | 04:26 |
 | Primal Beast | 16 | 23.88% | 27.5 | 31.25% | -21.69% | -6.25% | +18.75% | 2.60% | 30:57 | 17:24 | 24:13 | 29:39 | 33:50 | 47:26 | 09:37 | 07:07 |
 | Puck | 1 | 3.57% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Crystal Maiden | 8 | 11.94% | 25.3 | 37.50% | -21.82% | +12.50% | +12.50% | 0.00% | 36:39 | 26:10 | 26:31 | 32:44 | 40:54 | 50:30 | 14:23 | 10:39 |
 | Silencer | 4 | 7.69% | 24.2 | 50.00% | +2.08% | -50.00% | +50.00% | 0.00% | 25:23 | 18:14 | 18:14 | 21:17 | 28:15 | 33:45 | 10:01 | 07:25 |
 | Marci | 12 | 12.63% | 23.1 | 33.33% | -18.48% | 0.00% | -33.33% | -2.85% | 33:13 | 23:02 | 24:59 | 29:49 | 36:41 | 58:32 | 11:42 | 08:40 |
 | Disruptor | 1 | 2.56% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.96% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 00:00 | 00:00 |
 | Void Spirit | 4 | 44.44% | 19.8 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 22:46 | 16:41 | 16:41 | 20:26 | 21:23 | 32:35 | 04:42 | 03:28 |
 | Lina | 2 | 9.52% | 18.7 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 19:47 | 15:33 | 15:33 | 24:01 | 24:01 | 24:01 | 08:28 | 06:16 |
 | Terrorblade | 2 | 9.09% | 17.6 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 49:36 | 38:21 | 38:21 | 60:50 | 60:50 | 60:50 | 22:29 | 16:39 |
 | Mirana | 2 | 8.00% | 16.5 | 50.00% | -23.91% | -50.00% | 0.00% | 0.00% | 48:50 | 34:13 | 34:13 | 1:03:27 | 1:03:27 | 1:03:27 | 29:14 | 21:39 |
 | Leshrac | 17 | 22.08% | 15.4 | 17.65% | -50.68% | +32.35% | +7.35% | -2.43% | 35:10 | 25:25 | 29:21 | 33:11 | 39:39 | 49:16 | 10:18 | 07:37 |
 | Death Prophet | 8 | 38.10% | 14.3 | 12.50% | -41.35% | -12.50% | -12.50% | 0.00% | 38:49 | 26:51 | 27:37 | 38:12 | 40:37 | 54:58 | 13:00 | 09:37 |
 | Winter Wyvern | 1 | 33.33% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 |
 | Enchantress | 1 | 3.23% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 20.00% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Huskar | 1 | 33.33% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 20.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 16:28 | 16:28 | 40:14 | 40:14 | 40:14 | 23:46 | 17:36 |
 | Tusk | 2 | 4.76% | 7.7 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 25:40 | 20:25 | 20:25 | 30:55 | 30:55 | 30:55 | 10:30 | 07:46 |
 | Phantom Lancer | 2 | 66.67% | 6.6 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 38:00 | 30:48 | 30:48 | 45:11 | 45:11 | 45:11 | 14:23 | 10:39 |
 | Riki | 1 | 50.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 50.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 22:26 | 22:26 | 24:35 | 24:35 | 24:35 | 02:09 | 01:35 |
 | Monkey King | 1 | 4.76% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:13 | 1:03:13 | 1:03:13 | 1:03:13 | 1:03:13 | 1:03:13 | 00:00 | 00:00 |
 | Juggernaut | 2 | 66.67% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 29:19 | 29:19 | 32:20 | 32:20 | 32:20 | 03:01 | 02:14 |
 | Ogre Magi | 2 | 40.00% | 1.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 37:44 | 34:06 | 34:06 | 41:21 | 41:21 | 41:21 | 07:15 | 05:22 |