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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 | 559 | 32.31% | 68.9 | 52.06% | +15.43% | +2.94% | -0.63% | -0.29% | 26:33 | 15:00 | 19:22 | 24:53 | 31:50 | 1:01:19 | 09:14 |
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 | |
 | Night Stalker | 3 | 75.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 15:01 | 15:01 | 15:05 | 21:11 | 21:11 | 06:10 | 04:34 |
 | Underlord | 2 | 40.00% | 98.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 26:27 | 21:21 | 21:21 | 31:32 | 31:32 | 31:32 | 10:11 | 07:32 |
 | Shadow Demon | 5 | 71.43% | 97.6 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 21:51 | 15:07 | 15:07 | 20:35 | 21:38 | 34:04 | 06:31 | 04:49 |
 | Venomancer | 1 | 50.00% | 96.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 50.00% | 95.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 33.33% | 94.1 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 35:05 | 24:48 | 24:48 | 45:22 | 45:22 | 45:22 | 20:34 | 15:14 |
 | Faceless Void | 3 | 23.08% | 92.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:40 | 30:01 | 30:01 | 30:29 | 37:29 | 37:29 | 07:28 | 05:31 |
 | Grimstroke | 3 | 100.00% | 91.8 | 66.67% | +66.67% | -66.67% | 0.00% | 13.16% | 18:10 | 15:34 | 15:34 | 18:18 | 20:38 | 20:38 | 05:04 | 03:45 |
 | Riki | 3 | 100.00% | 90.6 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 17:32 | 16:47 | 16:47 | 17:30 | 18:19 | 18:19 | 01:32 | 01:08 |
 | Treant Protector | 19 | 73.08% | 89.4 | 68.42% | +25.56% | -28.42% | +11.58% | 5.04% | 21:39 | 15:02 | 17:27 | 19:16 | 25:23 | 31:35 | 07:56 | 05:52 |
 | Doom | 15 | 71.43% | 88.2 | 66.67% | +50.00% | +8.33% | +33.33% | 3.86% | 27:10 | 21:35 | 22:42 | 23:37 | 29:11 | 40:12 | 06:29 | 04:48 |
 | Death Prophet | 21 | 37.50% | 87.1 | 71.43% | +14.29% | +8.57% | +8.57% | 0.00% | 30:50 | 18:30 | 25:44 | 29:57 | 32:50 | 49:46 | 07:06 | 05:15 |
 | Beastmaster | 14 | 45.16% | 85.9 | 71.43% | +0.84% | +28.57% | -38.10% | -6.76% | 26:29 | 18:34 | 20:57 | 25:34 | 30:49 | 34:41 | 09:52 | 07:18 |
 | Viper | 2 | 25.00% | 84.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:31 | 25:57 | 25:57 | 39:04 | 39:04 | 39:04 | 13:07 | 09:42 |
 | Earthshaker | 10 | 100.00% | 83.5 | 60.00% | +60.00% | -26.67% | +40.00% | 11.08% | 18:45 | 15:00 | 15:12 | 17:14 | 21:13 | 25:17 | 06:01 | 04:27 |
 | Clockwerk | 16 | 45.71% | 82.4 | 68.75% | +31.91% | +6.25% | +6.25% | 0.00% | 29:07 | 17:20 | 23:38 | 26:26 | 31:19 | 54:22 | 07:41 | 05:41 |
 | Magnus | 4 | 50.00% | 81.2 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 31:34 | 22:58 | 22:58 | 31:16 | 33:08 | 38:52 | 10:10 | 07:31 |
 | Dark Willow | 3 | 75.00% | 80.0 | 66.67% | +66.67% | +33.33% | 0.00% | -2.18% | 23:51 | 18:03 | 18:03 | 20:10 | 33:20 | 33:20 | 15:17 | 11:19 |
 | Hoodwink | 21 | 67.74% | 78.8 | 61.90% | +21.90% | +18.10% | +18.10% | 0.00% | 22:40 | 15:12 | 17:48 | 20:25 | 25:46 | 49:02 | 07:58 | 05:54 |
 | Kunkka | 7 | 77.78% | 77.6 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 25:55 | 18:26 | 18:32 | 24:15 | 28:16 | 35:01 | 09:44 | 07:12 |
 | Alchemist | 3 | 60.00% | 76.5 | 66.67% | +66.67% | +33.33% | 0.00% | -3.27% | 28:44 | 23:10 | 23:10 | 29:40 | 33:22 | 33:22 | 10:12 | 07:33 |
 | Crystal Maiden | 2 | 16.67% | 75.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:38 | 25:38 | 26:16 | 26:16 | 26:16 | 00:38 | 00:28 |
 | Pangolier | 24 | 72.73% | 74.1 | 54.17% | -1.39% | +12.50% | -20.84% | -2.98% | 27:01 | 16:06 | 21:11 | 22:39 | 32:22 | 47:44 | 11:11 | 08:17 |
 | Ancient Apparition | 2 | 100.00% | 72.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 15:58 | 15:01 | 15:01 | 16:55 | 16:55 | 16:55 | 01:54 | 01:24 |
 | Lone Druid | 2 | 100.00% | 71.8 | 50.00% | +50.00% | -50.00% | 0.00% | 18.29% | 20:12 | 18:50 | 18:50 | 21:34 | 21:34 | 21:34 | 02:44 | 02:01 |
 | Nature's Prophet | 10 | 20.00% | 70.6 | 70.00% | +20.00% | -3.33% | -70.00% | -3.72% | 42:53 | 26:42 | 32:55 | 43:18 | 50:51 | 1:01:19 | 17:56 | 13:17 |
 | Snapfire | 36 | 60.00% | 69.4 | 52.78% | +23.61% | -19.45% | -8.34% | 1.03% | 23:12 | 15:01 | 17:33 | 21:10 | 28:19 | 41:18 | 10:46 | 07:58 |
 | Jakiro | 4 | 26.67% | 68.2 | 75.00% | +11.36% | +25.00% | +25.00% | 0.00% | 34:29 | 30:02 | 30:02 | 31:12 | 33:30 | 43:11 | 03:28 | 02:34 |
 | Timbersaw | 4 | 26.67% | 67.1 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 27:43 | 22:31 | 22:31 | 25:46 | 30:44 | 31:49 | 08:13 | 06:05 |
 | Tidehunter | 5 | 55.56% | 65.9 | 60.00% | -15.00% | +40.00% | +40.00% | 0.00% | 28:24 | 23:36 | 23:36 | 30:01 | 30:10 | 30:47 | 06:34 | 04:51 |
 | Drow Ranger | 30 | 100.00% | 64.7 | 46.67% | +46.67% | -21.67% | -3.81% | 4.12% | 18:14 | 15:00 | 15:14 | 17:38 | 19:34 | 33:40 | 04:20 | 03:12 |
 | Anti-Mage | 2 | 11.76% | 63.5 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 40:12 | 39:11 | 39:11 | 41:12 | 41:12 | 41:12 | 02:01 | 01:29 |
 | Zeus | 13 | 92.86% | 62.4 | 46.15% | -53.85% | +53.85% | -12.82% | -9.78% | 19:39 | 15:00 | 15:25 | 16:15 | 22:14 | 39:57 | 06:49 | 05:02 |
 | Ember Spirit | 30 | 55.56% | 61.2 | 50.00% | -4.17% | 0.00% | -21.43% | -2.87% | 29:44 | 22:28 | 25:45 | 29:11 | 33:13 | 38:36 | 07:28 | 05:31 |
 | Visage | 4 | 80.00% | 60.0 | 50.00% | -50.00% | +50.00% | -50.00% | -12.47% | 22:12 | 16:27 | 16:27 | 18:27 | 24:28 | 29:24 | 08:01 | 05:56 |
 | Brewmaster | 1 | 25.00% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Lifestealer | 5 | 38.46% | 57.6 | 60.00% | -2.50% | +40.00% | -60.00% | -27.78% | 23:02 | 17:46 | 17:46 | 20:47 | 21:22 | 36:53 | 03:36 | 02:40 |
 | Storm Spirit | 6 | 14.29% | 56.5 | 66.67% | +13.89% | -16.67% | +33.33% | 0.00% | 37:55 | 27:59 | 34:02 | 37:50 | 42:41 | 46:47 | 08:39 | 06:24 |
 | Gyrocopter | 12 | 75.00% | 55.3 | 41.67% | +16.67% | -8.34% | +25.00% | 17.70% | 18:46 | 15:02 | 16:24 | 17:30 | 18:17 | 35:53 | 01:53 | 01:23 |
 | Rubick | 52 | 61.90% | 54.1 | 40.38% | -15.87% | +5.77% | +5.77% | 0.00% | 28:15 | 16:30 | 23:23 | 27:25 | 32:32 | 45:12 | 09:09 | 06:46 |
 | Phantom Lancer | 4 | 57.14% | 52.9 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 22:44 | 20:09 | 20:09 | 20:58 | 22:57 | 26:53 | 02:48 | 02:04 |
 | Lich | 7 | 70.00% | 51.8 | 42.86% | -23.81% | -42.86% | +7.14% | 0.00% | 30:18 | 22:11 | 24:10 | 28:12 | 32:14 | 46:10 | 08:04 | 05:58 |
 | Techies | 3 | 100.00% | 50.6 | 33.33% | +33.33% | -33.33% | 0.00% | 7.22% | 17:50 | 15:13 | 15:13 | 18:28 | 19:50 | 19:50 | 04:37 | 03:25 |
 | Templar Assassin | 6 | 35.29% | 49.4 | 50.00% | -13.64% | 0.00% | -50.00% | 0.00% | 26:35 | 18:45 | 19:02 | 24:53 | 33:57 | 36:39 | 14:55 | 11:02 |
 | Morphling | 3 | 17.65% | 48.2 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 27:42 | 15:25 | 15:25 | 22:47 | 44:54 | 44:54 | 29:29 | 21:50 |
 | Ursa | 9 | 34.62% | 47.1 | 44.44% | -20.27% | +5.56% | -44.44% | 0.00% | 32:23 | 22:16 | 29:28 | 33:06 | 34:39 | 39:44 | 05:11 | 03:50 |
 | Shadow Fiend | 3 | 13.64% | 45.9 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 41:56 | 36:25 | 36:25 | 38:12 | 51:11 | 51:11 | 14:46 | 10:56 |
 | Bloodseeker | 6 | 75.00% | 44.7 | 33.33% | +33.33% | +16.67% | -33.33% | -4.80% | 31:16 | 26:22 | 26:42 | 27:57 | 37:07 | 39:13 | 10:25 | 07:42 |
 | Leshrac | 10 | 35.71% | 43.5 | 40.00% | -4.44% | -6.67% | +10.00% | 1.25% | 34:22 | 22:05 | 28:19 | 29:40 | 41:38 | 49:07 | 13:19 | 09:51 |
 | Dazzle | 3 | 75.00% | 42.4 | 33.33% | -66.67% | -33.33% | 0.00% | 2.18% | 22:36 | 16:31 | 16:31 | 19:26 | 31:50 | 31:50 | 15:19 | 11:20 |
 | Huskar | 2 | 40.00% | 41.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:32 | 24:44 | 24:44 | 28:20 | 28:20 | 28:20 | 03:36 | 02:40 |
 | Broodmother | 1 | 7.69% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Batrider | 4 | 22.22% | 38.8 | 50.00% | 0.00% | -50.00% | +50.00% | 9.90% | 32:27 | 24:01 | 24:01 | 25:03 | 34:07 | 46:37 | 10:06 | 07:28 |
 | Skywrath Mage | 1 | 7.14% | 37.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Primal Beast | 3 | 7.69% | 36.5 | 66.67% | +36.11% | +33.33% | 0.00% | 0.00% | 29:56 | 20:32 | 20:32 | 26:07 | 43:09 | 43:09 | 22:37 | 16:45 |
 | Spectre | 1 | 6.67% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:35 | 52:35 | 52:35 | 52:35 | 52:35 | 52:35 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 6.25% | 34.1 | 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 |
 | Slark | 13 | 81.25% | 32.9 | 23.08% | -43.59% | +43.59% | -23.08% | -22.73% | 21:27 | 15:25 | 20:02 | 22:14 | 22:58 | 24:46 | 02:56 | 02:10 |
 | Phantom Assassin | 2 | 28.57% | 31.8 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 26:58 | 21:12 | 21:12 | 32:43 | 32:43 | 32:43 | 11:31 | 08:31 |
 | Monkey King | 1 | 4.35% | 30.6 | 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 |
 | Dawnbreaker | 7 | 53.85% | 29.4 | 28.57% | -21.43% | -28.57% | +21.43% | 16.13% | 26:17 | 15:11 | 22:34 | 24:13 | 25:40 | 45:13 | 03:06 | 02:17 |
 | Lycan | 7 | 46.67% | 28.2 | 28.57% | +3.57% | +21.43% | +21.43% | 0.00% | 18:15 | 15:01 | 17:24 | 17:50 | 18:49 | 20:45 | 01:25 | 01:02 |
 | Silencer | 1 | 3.23% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Enchantress | 2 | 18.18% | 25.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 21:34 | 21:11 | 21:11 | 21:56 | 21:56 | 21:56 | 00:45 | 00:33 |
 | Dragon Knight | 7 | 33.33% | 24.7 | 28.57% | -14.29% | +71.43% | -28.57% | -13.51% | 21:48 | 15:01 | 16:36 | 22:52 | 24:00 | 30:14 | 07:24 | 05:28 |
 | Mirana | 1 | 1.89% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Tiny | 4 | 5.41% | 22.4 | 50.00% | -5.71% | -50.00% | +50.00% | 0.00% | 39:38 | 34:25 | 34:25 | 36:20 | 43:08 | 44:39 | 08:43 | 06:27 |
 | Chaos Knight | 4 | 50.00% | 21.2 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 28:53 | 23:45 | 23:45 | 28:26 | 30:55 | 32:25 | 07:10 | 05:18 |
 | Invoker | 3 | 30.00% | 20.0 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 36:11 | 27:51 | 27:51 | 37:09 | 43:34 | 43:34 | 15:43 | 11:38 |
 | Enigma | 4 | 44.44% | 18.8 | 25.00% | -35.00% | -25.00% | +75.00% | 0.00% | 20:23 | 15:56 | 15:56 | 17:15 | 17:31 | 30:50 | 01:35 | 01:10 |
 | Naga Siren | 3 | 21.43% | 17.6 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 29:24 | 25:26 | 25:26 | 26:10 | 36:36 | 36:36 | 11:10 | 08:16 |
 | Mars | 5 | 41.67% | 16.5 | 20.00% | -8.57% | -20.00% | -20.00% | 0.00% | 20:38 | 16:25 | 16:25 | 19:16 | 21:18 | 27:44 | 04:53 | 03:37 |
 | Sniper | 5 | 35.71% | 15.3 | 20.00% | -24.44% | +80.00% | -20.00% | 0.00% | 31:36 | 17:16 | 17:16 | 34:53 | 36:46 | 42:30 | 19:30 | 14:26 |
 | Arc Warden | 1 | 100.00% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |
 | Sand King | 1 | 50.00% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |
 | Luna | 3 | 33.33% | 11.8 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 32:45 | 24:17 | 24:17 | 34:50 | 39:09 | 39:09 | 14:52 | 11:00 |
 | Terrorblade | 2 | 9.52% | 10.6 | 0.00% | -63.16% | 0.00% | 0.00% | 0.00% | 50:33 | 44:55 | 44:55 | 56:11 | 56:11 | 56:11 | 11:16 | 08:20 |
 | Juggernaut | 1 | 50.00% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Razor | 1 | 100.00% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Sven | 2 | 100.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 19:00 | 19:00 | 53:22 | 53:22 | 53:22 | 34:22 | 25:27 |
 | Wraith King | 1 | 100.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 00:00 | 00:00 |
 | Io | 1 | 10.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Dark Seer | 1 | 14.29% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Queen of Pain | 4 | 44.44% | 2.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 36:41 | 22:04 | 22:04 | 32:26 | 41:59 | 50:13 | 19:55 | 14:45 |
 | Phoenix | 3 | 50.00% | 1.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 22:00 | 15:08 | 15:08 | 21:38 | 29:14 | 29:14 | 14:06 | 10:26 |