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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 | 779 | 18.37% | 59.1 | 52.89% | +9.10% | +4.55% | -2.12% | -0.56% | 29:49 | 15:00 | 23:32 | 28:40 | 35:28 | 1:05:16 | 08:50 |
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 | |
 | Warlock | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 16:40 | 00:00 | 00:00 |
 | Earthshaker | 4 | 80.00% | 98.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 26:07 | 22:41 | 22:41 | 23:14 | 24:18 | 34:13 | 01:37 | 01:11 |
 | Lone Druid | 9 | 100.00% | 97.5 | 77.78% | +77.78% | +22.22% | -27.78% | -9.80% | 20:33 | 16:09 | 16:43 | 18:19 | 21:49 | 30:54 | 05:06 | 03:46 |
 | Shadow Demon | 16 | 38.10% | 96.2 | 81.25% | +31.25% | -6.25% | +18.75% | 2.88% | 29:12 | 16:13 | 24:53 | 28:40 | 33:33 | 42:16 | 08:40 | 06:25 |
 | Omniknight | 8 | 80.00% | 94.9 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 18:24 | 15:02 | 15:23 | 17:16 | 20:06 | 23:31 | 04:43 | 03:29 |
 | Viper | 1 | 50.00% | 93.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Templar Assassin | 28 | 70.00% | 92.4 | 67.86% | +42.86% | -10.72% | -10.72% | 0.00% | 22:14 | 15:00 | 17:25 | 20:28 | 24:38 | 46:13 | 07:13 | 05:20 |
 | Queen of Pain | 19 | 35.19% | 91.1 | 73.68% | +25.11% | -13.68% | +26.32% | 1.93% | 37:34 | 20:46 | 25:13 | 39:01 | 45:59 | 52:57 | 20:46 | 15:22 |
 | Faceless Void | 24 | 66.67% | 89.9 | 66.67% | +8.34% | +16.66% | 0.00% | -1.77% | 31:19 | 18:29 | 26:31 | 30:06 | 35:56 | 41:44 | 09:25 | 06:58 |
 | Doom | 52 | 39.39% | 88.6 | 67.31% | +17.31% | +17.31% | -36.54% | -4.91% | 32:02 | 22:01 | 25:48 | 31:44 | 36:46 | 46:25 | 10:58 | 08:07 |
 | Naga Siren | 12 | 32.43% | 87.3 | 75.00% | +35.00% | -8.33% | -41.67% | -4.05% | 35:01 | 22:51 | 28:23 | 34:25 | 36:37 | 53:07 | 08:14 | 06:05 |
 | Medusa | 23 | 23.96% | 86.1 | 69.57% | +16.15% | +13.76% | -19.57% | -3.13% | 37:39 | 16:50 | 31:17 | 37:25 | 41:55 | 54:32 | 10:38 | 07:52 |
 | Visage | 17 | 65.38% | 84.8 | 58.82% | +25.49% | +16.18% | -33.82% | -8.60% | 22:55 | 16:54 | 18:45 | 21:49 | 24:34 | 33:06 | 05:49 | 04:18 |
 | Storm Spirit | 14 | 15.56% | 83.5 | 71.43% | +20.11% | -21.43% | -4.76% | 0.00% | 38:28 | 19:18 | 33:34 | 36:21 | 43:45 | 1:05:16 | 10:11 | 07:32 |
 | Slark | 41 | 83.67% | 82.3 | 53.66% | +3.66% | +16.34% | -3.66% | -4.03% | 24:07 | 17:44 | 21:33 | 24:12 | 26:31 | 31:23 | 04:58 | 03:40 |
 | Alchemist | 17 | 27.87% | 81.0 | 64.71% | +23.80% | +10.29% | -14.71% | -2.85% | 33:53 | 24:14 | 29:15 | 34:17 | 38:02 | 43:55 | 08:47 | 06:30 |
 | Phoenix | 15 | 44.12% | 79.7 | 60.00% | +12.63% | +40.00% | -10.00% | -5.65% | 21:41 | 15:02 | 15:27 | 21:41 | 24:18 | 43:09 | 08:51 | 06:33 |
 | Morphling | 18 | 33.96% | 78.5 | 61.11% | +9.68% | -21.11% | -11.11% | 0.79% | 35:41 | 20:26 | 28:59 | 38:27 | 41:36 | 45:42 | 12:37 | 09:20 |
 | Sven | 7 | 25.00% | 77.2 | 71.43% | +19.05% | +28.57% | -21.43% | -7.26% | 36:26 | 22:21 | 30:33 | 34:37 | 37:26 | 51:46 | 06:53 | 05:05 |
 | Bloodseeker | 41 | 55.41% | 75.9 | 53.66% | +14.27% | +6.34% | -3.66% | -1.60% | 27:27 | 21:07 | 23:22 | 26:22 | 29:37 | 43:11 | 06:15 | 04:37 |
 | Chaos Knight | 8 | 38.10% | 74.7 | 62.50% | +16.35% | -62.50% | +37.50% | 16.44% | 30:25 | 19:20 | 26:39 | 30:47 | 32:44 | 38:35 | 06:05 | 04:30 |
 | Keeper of the Light | 10 | 10.64% | 73.4 | 70.00% | +23.57% | +30.00% | -20.00% | -11.32% | 34:22 | 23:50 | 31:40 | 32:10 | 36:05 | 49:40 | 04:25 | 03:16 |
 | Mars | 12 | 54.55% | 72.2 | 50.00% | -10.00% | +50.00% | +16.67% | -2.95% | 28:17 | 15:14 | 22:39 | 25:11 | 33:57 | 42:08 | 11:18 | 08:22 |
 | Ember Spirit | 68 | 61.82% | 70.9 | 42.65% | +2.17% | -1.47% | -13.24% | -1.64% | 30:43 | 20:49 | 26:16 | 30:25 | 33:27 | 46:39 | 07:11 | 05:19 |
 | Techies | 32 | 14.95% | 69.6 | 50.00% | -11.54% | +37.50% | 0.00% | -4.53% | 28:19 | 17:52 | 22:45 | 25:52 | 31:02 | 46:06 | 08:17 | 06:08 |
 | Timbersaw | 15 | 17.86% | 68.4 | 53.33% | -3.19% | -3.33% | -3.33% | 0.00% | 29:32 | 15:29 | 19:49 | 29:37 | 37:04 | 49:48 | 17:15 | 12:46 |
 | Batrider | 5 | 4.31% | 67.1 | 80.00% | +33.15% | +20.00% | -80.00% | 0.00% | 33:46 | 20:26 | 20:26 | 29:31 | 43:16 | 47:22 | 22:50 | 16:54 |
 | Pangolier | 41 | 31.78% | 65.8 | 43.90% | -10.65% | +6.10% | -3.90% | -0.76% | 27:04 | 15:00 | 19:57 | 25:44 | 33:04 | 53:47 | 13:07 | 09:42 |
 | Riki | 2 | 66.67% | 64.6 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 21:38 | 20:34 | 20:34 | 22:42 | 22:42 | 22:42 | 02:08 | 01:34 |
 | Phantom Assassin | 2 | 66.67% | 63.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 28:54 | 23:55 | 23:55 | 33:52 | 33:52 | 33:52 | 09:57 | 07:22 |
 | Snapfire | 5 | 23.81% | 62.0 | 60.00% | +28.75% | +40.00% | -60.00% | -13.54% | 23:58 | 16:06 | 16:06 | 17:09 | 23:29 | 46:28 | 07:23 | 05:28 |
 | Tidehunter | 14 | 46.67% | 60.8 | 42.86% | -7.14% | -17.86% | +23.81% | 3.58% | 29:42 | 20:17 | 24:48 | 27:18 | 36:26 | 41:44 | 11:38 | 08:37 |
 | Enchantress | 4 | 6.06% | 59.5 | 75.00% | +25.00% | -75.00% | +25.00% | 14.78% | 21:26 | 15:55 | 15:55 | 22:38 | 22:41 | 24:31 | 06:46 | 05:00 |
 | Monkey King | 2 | 3.13% | 58.2 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 45:47 | 42:27 | 42:27 | 49:07 | 49:07 | 49:07 | 06:40 | 04:56 |
 | Necrophos | 2 | 50.00% | 57.0 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 18:38 | 15:10 | 15:10 | 22:05 | 22:05 | 22:05 | 06:55 | 05:07 |
 | Kunkka | 10 | 90.91% | 55.7 | 30.00% | +30.00% | +3.33% | -30.00% | -2.80% | 23:19 | 15:01 | 15:56 | 21:02 | 27:49 | 42:01 | 11:53 | 08:48 |
 | Axe | 7 | 38.89% | 54.4 | 42.86% | -11.69% | +7.14% | +7.14% | 0.00% | 30:41 | 20:34 | 26:29 | 28:50 | 33:14 | 43:15 | 06:45 | 05:00 |
 | Shadow Fiend | 3 | 13.64% | 53.2 | 66.67% | +8.78% | -66.67% | 0.00% | 0.00% | 35:07 | 27:20 | 27:20 | 36:34 | 41:26 | 41:26 | 14:06 | 10:26 |
 | Enigma | 5 | 50.00% | 51.9 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 20:03 | 15:01 | 15:01 | 15:20 | 16:35 | 38:13 | 01:34 | 01:09 |
 | Juggernaut | 6 | 18.18% | 50.6 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 39:29 | 32:52 | 33:58 | 34:16 | 49:26 | 51:38 | 15:28 | 11:27 |
 | Witch Doctor | 4 | 26.67% | 49.4 | 50.00% | -31.82% | -50.00% | +50.00% | 9.79% | 21:29 | 15:11 | 15:11 | 19:28 | 25:24 | 25:54 | 10:13 | 07:34 |
 | Brewmaster | 5 | 45.45% | 48.1 | 40.00% | -10.00% | -40.00% | +60.00% | 7.89% | 26:32 | 19:12 | 19:12 | 24:18 | 31:52 | 35:10 | 12:40 | 09:22 |
 | Meepo | 3 | 75.00% | 46.8 | 33.33% | -66.67% | +66.67% | 0.00% | -7.29% | 19:48 | 15:07 | 15:07 | 20:00 | 24:16 | 24:16 | 09:09 | 06:46 |
 | Chen | 2 | 40.00% | 45.6 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 23:14 | 17:25 | 17:25 | 29:03 | 29:03 | 29:03 | 11:38 | 08:37 |
 | Terrorblade | 8 | 8.51% | 44.3 | 50.00% | +8.14% | 0.00% | -50.00% | 0.00% | 41:03 | 34:26 | 36:12 | 39:20 | 44:43 | 49:38 | 08:31 | 06:18 |
 | Ursa | 12 | 44.44% | 43.0 | 33.33% | -6.67% | -33.33% | +33.34% | 7.72% | 27:26 | 19:32 | 22:37 | 25:09 | 31:15 | 37:50 | 08:38 | 06:23 |
 | Beastmaster | 11 | 8.87% | 41.8 | 45.45% | -16.50% | +21.22% | +21.22% | 0.00% | 33:59 | 19:56 | 28:12 | 32:54 | 36:29 | 49:04 | 08:17 | 06:08 |
 | Tiny | 1 | 5.26% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Grimstroke | 3 | 60.00% | 39.2 | 33.33% | -16.67% | +66.67% | 0.00% | -3.91% | 24:31 | 15:17 | 15:17 | 25:55 | 32:20 | 32:20 | 17:03 | 12:37 |
 | Clockwerk | 4 | 12.90% | 38.0 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 31:15 | 15:30 | 15:30 | 25:51 | 29:09 | 54:31 | 13:39 | 10:06 |
 | Dark Seer | 4 | 12.12% | 36.7 | 50.00% | +1.72% | +50.00% | +50.00% | 0.00% | 34:30 | 25:07 | 25:07 | 26:00 | 37:11 | 49:42 | 12:04 | 08:56 |
 | Rubick | 15 | 15.31% | 35.4 | 33.33% | -6.43% | -33.33% | -8.33% | 2.88% | 35:40 | 24:06 | 30:40 | 35:54 | 39:21 | 47:47 | 08:41 | 06:25 |
 | Lifestealer | 8 | 57.14% | 34.2 | 25.00% | -8.33% | +25.00% | -25.00% | -3.27% | 31:41 | 16:10 | 22:42 | 29:27 | 37:59 | 42:36 | 15:17 | 11:19 |
 | Pugna | 8 | 10.53% | 32.9 | 37.50% | -15.44% | -37.50% | -37.50% | 0.00% | 32:18 | 21:10 | 25:37 | 28:52 | 34:03 | 54:41 | 08:26 | 06:14 |
 | Bounty Hunter | 1 | 2.22% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Dark Willow | 6 | 23.08% | 30.4 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 33:23 | 17:46 | 25:07 | 29:53 | 40:41 | 48:17 | 15:34 | 11:31 |
 | Invoker | 2 | 16.67% | 29.1 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 35:11 | 15:14 | 15:14 | 55:07 | 55:07 | 55:07 | 39:53 | 29:32 |
 | Phantom Lancer | 8 | 38.10% | 27.8 | 25.00% | -28.85% | +25.00% | -25.00% | -8.24% | 39:04 | 30:12 | 35:03 | 38:03 | 41:07 | 49:20 | 06:04 | 04:29 |
 | Treant Protector | 4 | 50.00% | 26.6 | 25.00% | 0.00% | -25.00% | -25.00% | 0.00% | 24:32 | 18:55 | 18:55 | 23:45 | 24:55 | 30:34 | 06:00 | 04:26 |
 | Underlord | 7 | 11.29% | 25.3 | 28.57% | -16.88% | -28.57% | +21.43% | 11.07% | 28:55 | 17:47 | 23:07 | 25:45 | 27:38 | 56:38 | 04:31 | 03:20 |
 | Pudge | 4 | 30.77% | 24.1 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 23:58 | 21:55 | 21:55 | 22:08 | 22:42 | 29:07 | 00:47 | 00:34 |
 | Void Spirit | 2 | 1.23% | 22.8 | 50.00% | -4.04% | +50.00% | 0.00% | 0.00% | 35:01 | 34:02 | 34:02 | 36:00 | 36:00 | 36:00 | 01:58 | 01:27 |
 | Oracle | 5 | 8.77% | 21.5 | 20.00% | -26.15% | -20.00% | -20.00% | 0.00% | 36:19 | 24:46 | 24:46 | 37:24 | 44:13 | 45:57 | 19:27 | 14:24 |
 | Undying | 8 | 14.81% | 20.3 | 12.50% | -24.46% | -12.50% | +37.50% | 5.71% | 30:32 | 25:24 | 26:16 | 27:15 | 35:01 | 37:31 | 08:45 | 06:28 |
 | Sniper | 1 | 100.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Luna | 1 | 12.50% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 11.76% | 16.5 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 31:43 | 30:23 | 30:23 | 33:02 | 33:02 | 33:02 | 02:39 | 01:57 |
 | Crystal Maiden | 1 | 1.37% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 00:00 | 00:00 |
 | Legion Commander | 2 | 10.53% | 13.9 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 44:49 | 42:11 | 42:11 | 47:27 | 47:27 | 47:27 | 05:16 | 03:54 |
 | Dazzle | 2 | 100.00% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:36 | 16:36 | 17:02 | 17:02 | 17:02 | 00:26 | 00:19 |
 | Night Stalker | 1 | 100.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 7.69% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 20.00% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 00:00 | 00:00 |
 | Lich | 4 | 4.60% | 7.6 | 0.00% | -61.45% | 0.00% | 0.00% | 0.00% | 28:06 | 19:43 | 19:43 | 30:12 | 30:41 | 31:49 | 10:58 | 08:07 |
 | Ancient Apparition | 1 | 25.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 1.85% | 5.1 | 0.00% | -44.34% | 0.00% | 0.00% | 0.00% | 37:38 | 26:31 | 26:31 | 48:45 | 48:45 | 48:45 | 22:14 | 16:28 |
 | Venomancer | 3 | 5.66% | 3.8 | 0.00% | -64.00% | 0.00% | 0.00% | 0.00% | 26:12 | 24:40 | 24:40 | 25:27 | 28:29 | 28:29 | 03:49 | 02:49 |
 | Marci | 1 | 12.50% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Leshrac | 1 | 25.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 00:00 | 00:00 |