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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 | 537 | 36.53% | 64.3 | 50.28% | +15.26% | +1.21% | +5.69% | 0.39% | 25:52 | 15:00 | 18:51 | 24:11 | 30:17 | 1:16:42 | 08:28 |
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 | |
 | Lich | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 26:43 | 21:10 | 21:10 | 32:16 | 32:16 | 32:16 | 11:06 | 08:13 |
 | Clockwerk | 40 | 75.47% | 98.7 | 77.50% | +39.04% | -7.50% | +2.50% | 1.18% | 25:48 | 15:03 | 21:46 | 24:49 | 30:13 | 45:16 | 08:27 | 06:15 |
 | Riki | 8 | 88.89% | 97.5 | 75.00% | -25.00% | +25.00% | -25.00% | -50.00% | 16:30 | 15:00 | 15:00 | 15:01 | 15:52 | 21:06 | 00:52 | 00:38 |
 | Faceless Void | 4 | 80.00% | 96.2 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 30:34 | 25:11 | 25:11 | 30:28 | 31:32 | 35:05 | 06:21 | 04:42 |
 | Io | 1 | 50.00% | 94.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Bloodseeker | 2 | 33.33% | 93.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 26:35 | 26:35 | 27:25 | 27:25 | 27:25 | 00:50 | 00:37 |
 | Lone Druid | 3 | 100.00% | 92.4 | 66.67% | +66.67% | +33.33% | 0.00% | -13.24% | 17:58 | 16:49 | 16:49 | 17:44 | 19:20 | 19:20 | 02:31 | 01:51 |
 | Slark | 7 | 77.78% | 91.1 | 71.43% | +21.43% | -21.43% | +28.57% | 10.34% | 25:22 | 19:25 | 20:01 | 24:27 | 24:51 | 38:03 | 04:50 | 03:34 |
 | Templar Assassin | 13 | 68.42% | 89.9 | 69.23% | +19.23% | +30.77% | -35.90% | -20.83% | 18:18 | 15:11 | 15:52 | 17:51 | 19:04 | 25:23 | 03:12 | 02:22 |
 | Ember Spirit | 23 | 60.53% | 88.6 | 65.22% | -1.45% | +18.11% | +1.45% | -2.13% | 28:19 | 18:38 | 23:41 | 27:12 | 31:31 | 43:41 | 07:50 | 05:48 |
 | Dark Willow | 3 | 75.00% | 87.3 | 66.67% | +66.67% | +33.33% | 0.00% | -33.33% | 16:55 | 16:31 | 16:31 | 16:58 | 17:16 | 17:16 | 00:45 | 00:33 |
 | Kunkka | 14 | 87.50% | 86.1 | 57.14% | +57.14% | +17.86% | +9.53% | -1.60% | 19:04 | 15:00 | 15:17 | 17:41 | 20:30 | 31:34 | 05:13 | 03:51 |
 | Phoenix | 7 | 87.50% | 84.8 | 57.14% | -42.86% | -7.14% | +42.86% | 24.19% | 26:41 | 24:35 | 24:41 | 26:27 | 26:45 | 30:20 | 02:04 | 01:31 |
 | Snapfire | 52 | 72.22% | 83.5 | 55.77% | +0.77% | +21.15% | -1.92% | -3.41% | 20:10 | 15:03 | 16:18 | 18:13 | 23:04 | 38:22 | 06:46 | 05:00 |
 | Chaos Knight | 9 | 81.82% | 82.3 | 55.56% | +55.56% | -55.56% | +44.44% | 12.27% | 30:26 | 17:00 | 24:58 | 29:38 | 33:07 | 41:18 | 08:09 | 06:02 |
 | Magnus | 1 | 33.33% | 81.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Juggernaut | 2 | 100.00% | 79.7 | 50.00% | +50.00% | +50.00% | 0.00% | -5.73% | 20:49 | 16:27 | 16:27 | 25:11 | 25:11 | 25:11 | 08:44 | 06:28 |
 | Dazzle | 2 | 100.00% | 78.5 | 50.00% | +50.00% | -50.00% | 0.00% | 9.87% | 29:53 | 27:21 | 27:21 | 32:25 | 32:25 | 32:25 | 05:04 | 03:45 |
 | Death Prophet | 11 | 32.35% | 77.2 | 63.64% | +15.81% | +3.03% | +3.03% | 0.00% | 25:54 | 18:50 | 20:25 | 26:53 | 28:03 | 34:38 | 07:38 | 05:39 |
 | Dragon Knight | 13 | 68.42% | 75.9 | 53.85% | +20.52% | +12.82% | +12.82% | 0.00% | 17:41 | 15:02 | 15:19 | 16:52 | 17:51 | 25:18 | 02:32 | 01:52 |
 | Alchemist | 4 | 26.67% | 74.7 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 33:46 | 27:50 | 27:50 | 32:22 | 33:57 | 40:53 | 06:07 | 04:31 |
 | Centaur Warrunner | 4 | 23.53% | 73.4 | 75.00% | +5.77% | -75.00% | +25.00% | 0.00% | 39:20 | 24:33 | 24:33 | 40:11 | 42:23 | 50:12 | 17:50 | 13:12 |
 | Pangolier | 43 | 86.00% | 72.2 | 46.51% | -53.49% | +8.04% | -19.24% | -4.04% | 23:55 | 16:10 | 19:20 | 22:40 | 26:05 | 44:35 | 06:45 | 05:00 |
 | Doom | 11 | 50.00% | 70.9 | 54.55% | +27.28% | -21.22% | +45.45% | 16.13% | 25:44 | 21:48 | 23:40 | 26:03 | 27:48 | 29:30 | 04:08 | 03:03 |
 | Storm Spirit | 4 | 21.05% | 69.6 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 36:12 | 27:03 | 27:03 | 35:54 | 39:33 | 42:19 | 12:30 | 09:15 |
 | Tusk | 5 | 10.20% | 68.4 | 80.00% | +39.09% | +20.00% | +20.00% | 0.00% | 35:44 | 20:32 | 20:32 | 28:48 | 30:41 | 1:12:52 | 10:09 | 07:31 |
 | Timbersaw | 7 | 36.84% | 67.1 | 57.14% | -9.53% | +42.86% | -7.14% | -6.30% | 31:22 | 23:26 | 26:18 | 33:50 | 34:14 | 39:21 | 07:56 | 05:52 |
 | Shadow Demon | 5 | 100.00% | 65.8 | 40.00% | +40.00% | +60.00% | -40.00% | -8.11% | 21:50 | 15:04 | 15:04 | 19:19 | 27:24 | 29:19 | 12:20 | 09:08 |
 | Mars | 4 | 66.67% | 64.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 24:48 | 22:41 | 22:41 | 23:36 | 24:49 | 28:06 | 02:08 | 01:34 |
 | Beastmaster | 9 | 31.03% | 63.3 | 55.56% | +10.56% | +44.44% | +44.44% | 0.00% | 35:22 | 22:06 | 27:28 | 35:45 | 38:30 | 51:46 | 11:02 | 08:10 |
 | Monkey King | 4 | 13.79% | 62.0 | 75.00% | +19.00% | +25.00% | +25.00% | 0.00% | 39:45 | 22:09 | 22:09 | 41:14 | 46:59 | 48:39 | 24:50 | 18:23 |
 | Medusa | 1 | 20.00% | 60.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 |
 | Clinkz | 1 | 20.00% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Invoker | 8 | 100.00% | 58.2 | 37.50% | +37.50% | +62.50% | -37.50% | -14.96% | 34:35 | 28:15 | 30:32 | 32:52 | 37:13 | 41:40 | 06:41 | 04:57 |
 | Rubick | 33 | 52.38% | 57.0 | 42.42% | -17.58% | +7.58% | +20.08% | 1.31% | 27:59 | 16:21 | 23:26 | 26:52 | 32:58 | 48:09 | 09:32 | 07:03 |
 | Lion | 4 | 57.14% | 55.7 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 30:43 | 24:09 | 24:09 | 25:22 | 26:33 | 46:46 | 02:24 | 01:46 |
 | Dawnbreaker | 8 | 38.10% | 54.4 | 50.00% | -19.23% | 0.00% | +50.00% | 9.01% | 25:53 | 17:46 | 19:03 | 20:14 | 24:36 | 45:43 | 05:33 | 04:06 |
 | Treant Protector | 28 | 82.35% | 53.2 | 35.71% | +19.04% | -35.71% | +35.72% | 8.71% | 21:49 | 15:03 | 16:38 | 19:58 | 24:50 | 39:39 | 08:12 | 06:04 |
 | Zeus | 3 | 100.00% | 51.9 | 33.33% | +33.33% | -33.33% | 0.00% | 3.36% | 22:45 | 16:47 | 16:47 | 24:45 | 26:43 | 26:43 | 09:56 | 07:21 |
 | Enigma | 6 | 35.29% | 50.6 | 50.00% | +13.64% | 0.00% | -50.00% | -6.67% | 20:18 | 15:43 | 16:38 | 17:29 | 24:08 | 28:20 | 07:30 | 05:33 |
 | Sniper | 1 | 14.29% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Shadow Fiend | 3 | 17.65% | 48.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 38:49 | 35:31 | 35:31 | 39:07 | 41:49 | 41:49 | 06:18 | 04:40 |
 | Tidehunter | 8 | 66.67% | 46.8 | 37.50% | +12.50% | +12.50% | +12.50% | 0.00% | 26:27 | 17:24 | 20:36 | 24:22 | 28:33 | 38:45 | 07:57 | 05:53 |
 | Techies | 10 | 90.91% | 45.6 | 30.00% | -70.00% | +3.33% | +20.00% | 6.33% | 17:12 | 15:00 | 15:32 | 16:51 | 18:10 | 20:19 | 02:38 | 01:57 |
 | Primal Beast | 6 | 21.43% | 44.3 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 29:02 | 18:13 | 19:36 | 23:48 | 36:07 | 52:19 | 16:31 | 12:14 |
 | Batrider | 3 | 12.00% | 43.0 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 31:45 | 27:34 | 27:34 | 33:31 | 34:11 | 34:11 | 06:37 | 04:54 |
 | Naga Siren | 5 | 45.45% | 41.8 | 40.00% | +23.33% | -40.00% | +60.00% | 8.17% | 30:11 | 22:18 | 22:18 | 28:42 | 34:32 | 41:25 | 12:14 | 09:03 |
 | Gyrocopter | 3 | 75.00% | 40.5 | 33.33% | +33.33% | -33.33% | 0.00% | 23.81% | 15:28 | 15:00 | 15:00 | 15:01 | 16:24 | 16:24 | 01:24 | 01:02 |
 | Night Stalker | 4 | 100.00% | 39.2 | 25.00% | +25.00% | +75.00% | -25.00% | -55.56% | 16:55 | 15:02 | 15:02 | 16:39 | 16:50 | 19:10 | 01:48 | 01:20 |
 | Leshrac | 8 | 29.63% | 38.0 | 37.50% | -30.92% | -37.50% | +12.50% | 3.58% | 38:53 | 23:24 | 31:59 | 34:49 | 45:57 | 56:33 | 13:58 | 10:20 |
 | Phantom Lancer | 2 | 33.33% | 36.7 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 28:50 | 28:09 | 28:09 | 29:30 | 29:30 | 29:30 | 01:21 | 01:00 |
 | Puck | 1 | 5.56% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:45 | 54:45 | 54:45 | 54:45 | 54:45 | 54:45 | 00:00 | 00:00 |
 | Terrorblade | 1 | 4.17% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 00:00 | 00:00 |
 | Mirana | 1 | 3.45% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:42 | 1:16:42 | 1:16:42 | 1:16:42 | 1:16:42 | 1:16:42 | 00:00 | 00:00 |
 | Drow Ranger | 10 | 83.33% | 31.6 | 20.00% | -30.00% | +13.33% | -20.00% | -9.57% | 20:01 | 15:00 | 17:11 | 19:18 | 20:40 | 28:23 | 03:29 | 02:34 |
 | Troll Warlord | 2 | 14.29% | 30.4 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 43:47 | 41:28 | 41:28 | 46:06 | 46:06 | 46:06 | 04:38 | 03:25 |
 | Visage | 4 | 50.00% | 29.1 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 24:01 | 20:26 | 20:26 | 23:06 | 23:13 | 29:19 | 02:47 | 02:03 |
 | Sven | 3 | 30.00% | 27.8 | 33.33% | -38.10% | -33.33% | 0.00% | 0.00% | 44:52 | 42:25 | 42:25 | 44:11 | 47:59 | 47:59 | 05:34 | 04:07 |
 | Hoodwink | 12 | 70.59% | 26.6 | 16.67% | -3.33% | +16.66% | +16.66% | 0.00% | 22:54 | 15:02 | 16:52 | 19:23 | 27:31 | 35:48 | 10:39 | 07:53 |
 | Abaddon | 2 | 11.76% | 25.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 52:27 | 50:08 | 50:08 | 54:45 | 54:45 | 54:45 | 04:37 | 03:25 |
 | Enchantress | 2 | 8.33% | 24.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:20 | 18:44 | 18:44 | 21:56 | 21:56 | 21:56 | 03:12 | 02:22 |
 | Luna | 3 | 14.29% | 22.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:41 | 25:30 | 25:30 | 33:30 | 48:03 | 48:03 | 22:33 | 16:42 |
 | Ogre Magi | 2 | 50.00% | 21.5 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 31:19 | 26:44 | 26:44 | 35:54 | 35:54 | 35:54 | 09:10 | 06:47 |
 | Jakiro | 1 | 9.09% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 50.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Earthshaker | 4 | 100.00% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:23 | 16:39 | 16:39 | 16:56 | 21:56 | 26:02 | 05:17 | 03:54 |
 | Morphling | 1 | 10.00% | 16.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 28.57% | 15.2 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 33:13 | 24:41 | 24:41 | 41:44 | 41:44 | 41:44 | 17:03 | 12:37 |
 | Witch Doctor | 2 | 66.67% | 13.9 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 22:39 | 19:55 | 19:55 | 25:22 | 25:22 | 25:22 | 05:27 | 04:02 |
 | Huskar | 1 | 50.00% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Lifestealer | 1 | 33.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 4.76% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Tiny | 1 | 2.86% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |
 | Void Spirit | 2 | 33.33% | 7.6 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 53:29 | 45:21 | 45:21 | 1:01:37 | 1:01:37 | 1:01:37 | 16:16 | 12:02 |
 | Grimstroke | 2 | 100.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 17:22 | 17:22 | 25:30 | 25:30 | 25:30 | 08:08 | 06:01 |
 | Underlord | 5 | 41.67% | 5.1 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 29:37 | 22:47 | 22:47 | 31:43 | 33:42 | 33:52 | 10:55 | 08:05 |
 | Dark Seer | 1 | 16.67% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Ursa | 6 | 30.00% | 2.5 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 28:25 | 23:17 | 23:50 | 24:18 | 30:32 | 39:39 | 06:42 | 04:57 |
 | Windranger | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 |