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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 | 257 | 35.21% | 63.1 | 47.86% | +11.25% | +2.14% | -2.55% | -0.29% | 29:01 | 15:00 | 19:01 | 26:24 | 35:08 | 1:10:53 | 11:56 |
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 | |
 | Templar Assassin | 7 | 77.78% | 100.0 | 85.71% | -14.29% | +14.29% | -35.71% | -9.12% | 24:49 | 15:01 | 15:03 | 20:17 | 20:32 | 59:29 | 05:29 | 04:03 |
 | Keeper of the Light | 4 | 33.33% | 98.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:59 | 18:09 | 18:09 | 22:45 | 33:23 | 45:39 | 15:14 | 11:17 |
 | Invoker | 1 | 50.00% | 96.6 | 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 |
 | Kunkka | 4 | 66.67% | 94.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 25:00 | 19:42 | 19:42 | 19:49 | 26:57 | 33:30 | 07:15 | 05:22 |
 | Pangolier | 20 | 95.24% | 93.2 | 65.00% | +65.00% | +15.00% | +15.00% | 0.00% | 19:39 | 15:04 | 16:24 | 17:17 | 21:59 | 30:37 | 05:35 | 04:08 |
 | Riki | 8 | 100.00% | 91.5 | 62.50% | +62.50% | +37.50% | -62.50% | -49.18% | 16:08 | 15:00 | 15:01 | 15:33 | 17:03 | 18:06 | 02:02 | 01:30 |
 | Visage | 7 | 100.00% | 89.8 | 57.14% | +57.14% | +42.86% | -57.14% | -21.05% | 27:35 | 21:25 | 25:05 | 25:39 | 29:50 | 34:41 | 04:45 | 03:31 |
 | Doom | 8 | 72.73% | 88.1 | 62.50% | +62.50% | -62.50% | -12.50% | 4.27% | 31:26 | 18:50 | 22:21 | 25:26 | 34:03 | 58:40 | 11:42 | 08:40 |
 | Marci | 3 | 12.50% | 86.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 33:18 | 26:13 | 26:13 | 32:32 | 41:08 | 41:08 | 14:55 | 11:02 |
 | Naga Siren | 3 | 60.00% | 84.7 | 66.67% | -33.33% | +33.33% | 0.00% | -2.22% | 48:59 | 41:53 | 41:53 | 48:11 | 56:52 | 56:52 | 14:59 | 11:05 |
 | Ember Spirit | 12 | 57.14% | 83.1 | 58.33% | +13.89% | +8.34% | +8.34% | 0.00% | 30:10 | 19:44 | 24:27 | 29:48 | 36:06 | 38:27 | 11:39 | 08:37 |
 | Gyrocopter | 2 | 100.00% | 81.4 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 21:09 | 17:28 | 17:28 | 24:49 | 24:49 | 24:49 | 07:21 | 05:26 |
 | Batrider | 4 | 23.53% | 79.7 | 75.00% | +13.46% | -75.00% | +25.00% | 0.00% | 41:34 | 26:11 | 26:11 | 27:56 | 46:32 | 1:05:37 | 20:21 | 15:04 |
 | Ursa | 5 | 50.00% | 78.0 | 60.00% | -40.00% | +40.00% | -60.00% | 0.00% | 32:47 | 30:30 | 30:30 | 32:12 | 34:38 | 35:17 | 04:08 | 03:03 |
 | Snapfire | 14 | 66.67% | 76.3 | 50.00% | -7.14% | 0.00% | -50.00% | -3.93% | 25:06 | 15:00 | 17:44 | 21:31 | 30:27 | 45:47 | 12:43 | 09:25 |
 | Drow Ranger | 11 | 91.67% | 74.6 | 45.45% | +45.45% | +21.22% | -12.12% | -18.70% | 18:52 | 15:01 | 16:02 | 16:47 | 17:49 | 39:41 | 01:47 | 01:19 |
 | Nature's Prophet | 6 | 23.08% | 72.9 | 66.67% | +16.67% | -16.67% | +33.33% | 3.15% | 43:21 | 29:57 | 32:06 | 42:39 | 47:57 | 1:04:11 | 15:51 | 11:44 |
 | Clockwerk | 10 | 55.56% | 71.2 | 50.00% | 0.00% | +16.67% | -50.00% | -4.15% | 29:01 | 18:18 | 22:29 | 24:08 | 38:33 | 46:44 | 16:04 | 11:54 |
 | Treant Protector | 9 | 34.62% | 69.5 | 55.56% | +14.38% | -5.56% | -55.56% | -2.74% | 42:24 | 27:37 | 29:47 | 42:38 | 48:02 | 59:43 | 18:15 | 13:31 |
 | Dark Willow | 7 | 87.50% | 67.8 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 23:28 | 19:01 | 20:52 | 23:28 | 23:30 | 31:33 | 02:38 | 01:57 |
 | Leshrac | 1 | 20.00% | 66.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Death Prophet | 5 | 29.41% | 64.4 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 33:21 | 31:16 | 31:16 | 32:28 | 33:18 | 38:02 | 02:02 | 01:30 |
 | Rubick | 23 | 65.71% | 62.7 | 39.13% | -19.20% | -22.46% | -5.80% | 1.43% | 27:44 | 15:11 | 20:43 | 26:24 | 32:24 | 51:15 | 11:41 | 08:39 |
 | Hoodwink | 6 | 42.86% | 61.0 | 50.00% | 0.00% | 0.00% | -50.00% | -2.79% | 26:58 | 17:19 | 18:32 | 19:12 | 36:26 | 49:13 | 17:54 | 13:15 |
 | Night Stalker | 3 | 100.00% | 59.3 | 33.33% | +33.33% | +66.67% | 0.00% | -9.78% | 17:31 | 15:00 | 15:00 | 15:45 | 21:49 | 21:49 | 06:49 | 05:02 |
 | Phoenix | 8 | 80.00% | 57.6 | 37.50% | +37.50% | -37.50% | +62.50% | 16.95% | 20:29 | 15:02 | 15:41 | 19:06 | 21:35 | 31:01 | 05:54 | 04:22 |
 | Viper | 2 | 50.00% | 55.9 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 1:01:45 | 52:37 | 52:37 | 1:10:53 | 1:10:53 | 1:10:53 | 18:16 | 13:31 |
 | Spectre | 1 | 11.11% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 10.00% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Primal Beast | 1 | 9.09% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 9.09% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Sniper | 3 | 75.00% | 47.5 | 33.33% | -66.67% | +66.67% | 0.00% | -33.90% | 37:57 | 36:45 | 36:45 | 38:24 | 38:43 | 38:43 | 01:58 | 01:27 |
 | Tiny | 7 | 21.88% | 45.8 | 42.86% | -17.14% | +57.14% | +7.14% | -5.02% | 41:57 | 33:28 | 33:52 | 38:11 | 43:50 | 1:02:27 | 09:58 | 07:22 |
 | Void Spirit | 3 | 60.00% | 44.1 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 38:23 | 29:09 | 29:09 | 30:02 | 55:57 | 55:57 | 26:48 | 19:51 |
 | Dragon Knight | 3 | 60.00% | 42.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:24 | 16:03 | 16:03 | 19:30 | 28:38 | 28:38 | 12:35 | 09:19 |
 | Beastmaster | 3 | 33.33% | 40.7 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 34:21 | 27:22 | 27:22 | 36:02 | 39:38 | 39:38 | 12:16 | 09:05 |
 | Slark | 6 | 75.00% | 39.0 | 16.67% | -83.33% | +33.33% | -16.67% | -7.11% | 26:12 | 20:52 | 22:38 | 25:53 | 29:40 | 30:32 | 07:02 | 05:12 |
 | Morphling | 4 | 30.77% | 37.3 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 38:11 | 20:39 | 20:39 | 41:02 | 41:39 | 49:23 | 21:00 | 15:33 |
 | Vengeful Spirit | 1 | 100.00% | 35.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 00:00 | 00:00 |
 | Phantom Lancer | 2 | 100.00% | 33.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 24:23 | 24:23 | 29:04 | 29:04 | 29:04 | 04:41 | 03:28 |
 | Chen | 1 | 50.00% | 32.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 50.00% | 30.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 100.00% | 28.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 25.00% | 27.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 00:00 | 00:00 |
 | Lifestealer | 1 | 50.00% | 25.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 50.00% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 50.00% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Mars | 4 | 80.00% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 17:08 | 17:08 | 24:27 | 30:34 | 33:12 | 13:26 | 09:57 |
 | Grimstroke | 2 | 100.00% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:01 | 15:01 | 15:07 | 15:07 | 15:07 | 00:06 | 00:04 |
 | Timbersaw | 3 | 50.00% | 16.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 39:39 | 33:59 | 33:59 | 39:41 | 45:16 | 45:16 | 11:17 | 08:21 |
 | Magnus | 1 | 25.00% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Shadow Demon | 2 | 100.00% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 20:16 | 20:16 | 24:34 | 24:34 | 24:34 | 04:18 | 03:11 |
 | Lina | 1 | 4.35% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Zeus | 2 | 100.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:01 | 15:01 | 15:35 | 15:35 | 15:35 | 00:34 | 00:25 |
 | Puck | 1 | 7.14% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:58 | 1:02:58 | 1:02:58 | 1:02:58 | 1:02:58 | 1:02:58 | 00:00 | 00:00 |
 | Shadow Fiend | 2 | 25.00% | 6.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 37:54 | 35:08 | 35:08 | 40:39 | 40:39 | 40:39 | 05:31 | 04:05 |
 | Juggernaut | 1 | 100.00% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 |
 | Earthshaker | 1 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Dazzle | 1 | 100.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |