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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 | 651 | 37.85% | 67.2 | 51.46% | +17.72% | -6.06% | +0.69% | 0.67% | 24:00 | 15:00 | 17:44 | 21:54 | 27:49 | 60:51 | 07:28 |
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 | |
 | Witch Doctor | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:49 | 19:00 | 19:00 | 30:38 | 30:38 | 30:38 | 11:38 | 08:37 |
 | Axe | 1 | 100.00% | 98.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 00:00 | 00:00 |
 | Dark Seer | 1 | 100.00% | 97.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 00:00 | 00:00 |
 | Shadow Fiend | 2 | 66.67% | 96.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 16:27 | 16:27 | 17:35 | 17:35 | 17:35 | 01:08 | 00:50 |
 | Sniper | 3 | 50.00% | 94.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 26:44 | 23:56 | 23:56 | 24:49 | 31:27 | 31:27 | 07:31 | 05:34 |
 | Chen | 9 | 47.37% | 93.7 | 88.89% | +28.89% | +11.11% | +11.11% | 0.00% | 22:45 | 17:44 | 18:26 | 20:40 | 23:32 | 36:28 | 05:06 | 03:46 |
 | Storm Spirit | 5 | 83.33% | 92.4 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 26:59 | 15:09 | 15:09 | 23:56 | 37:23 | 38:07 | 22:14 | 16:28 |
 | Vengeful Spirit | 1 | 50.00% | 91.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 50.00% | 89.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Pangolier | 11 | 64.71% | 88.6 | 72.73% | +39.40% | +27.27% | -39.40% | -17.09% | 19:01 | 15:00 | 16:28 | 19:21 | 20:22 | 24:09 | 03:54 | 02:53 |
 | Visage | 15 | 93.75% | 87.3 | 66.67% | -33.33% | -16.67% | +8.33% | 6.22% | 21:57 | 16:14 | 18:34 | 20:51 | 22:35 | 40:42 | 04:01 | 02:58 |
 | Timbersaw | 7 | 24.14% | 86.1 | 85.71% | +22.07% | -35.71% | +14.29% | 0.00% | 23:05 | 17:05 | 18:01 | 24:19 | 26:35 | 28:31 | 08:34 | 06:20 |
 | Clockwerk | 19 | 54.29% | 84.8 | 68.42% | +18.42% | +11.58% | -28.42% | -6.35% | 28:33 | 19:24 | 23:22 | 27:43 | 29:40 | 44:38 | 06:18 | 04:40 |
 | Winter Wyvern | 18 | 30.51% | 83.5 | 72.22% | +11.24% | +7.78% | -22.22% | -3.56% | 30:40 | 21:04 | 25:34 | 26:57 | 33:59 | 46:46 | 08:25 | 06:14 |
 | Crystal Maiden | 2 | 25.00% | 82.3 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 29:35 | 21:00 | 21:00 | 38:09 | 38:09 | 38:09 | 17:09 | 12:42 |
 | Alchemist | 13 | 48.15% | 81.0 | 69.23% | +12.09% | +30.77% | -35.90% | -7.31% | 32:07 | 25:29 | 26:14 | 30:15 | 35:21 | 46:44 | 09:07 | 06:45 |
 | Ogre Magi | 4 | 50.00% | 79.7 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 25:08 | 19:00 | 19:00 | 21:03 | 25:16 | 35:12 | 06:16 | 04:38 |
 | Beastmaster | 18 | 66.67% | 78.5 | 61.11% | +5.55% | +18.89% | -36.11% | -17.65% | 23:51 | 15:38 | 20:20 | 22:18 | 23:27 | 40:37 | 03:07 | 02:18 |
 | Luna | 13 | 65.00% | 77.2 | 61.54% | +18.68% | +5.13% | +5.13% | 0.00% | 23:52 | 19:46 | 20:10 | 22:05 | 25:02 | 36:21 | 04:52 | 03:36 |
 | Warlock | 28 | 82.35% | 75.9 | 57.14% | +7.14% | 0.00% | 0.00% | 0.00% | 20:50 | 15:03 | 18:34 | 19:56 | 22:16 | 27:38 | 03:42 | 02:44 |
 | Ember Spirit | 10 | 30.30% | 74.7 | 70.00% | +13.48% | -36.67% | +30.00% | 10.03% | 28:01 | 19:06 | 24:17 | 27:38 | 30:56 | 39:16 | 06:39 | 04:55 |
 | Razor | 6 | 13.04% | 73.4 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 33:56 | 26:41 | 26:53 | 28:41 | 30:54 | 60:51 | 04:01 | 02:58 |
 | Dazzle | 27 | 72.97% | 72.2 | 55.56% | +25.56% | +15.87% | -26.99% | -11.43% | 19:45 | 15:01 | 17:27 | 18:48 | 21:12 | 32:12 | 03:45 | 02:46 |
 | Rubick | 7 | 30.43% | 70.9 | 71.43% | +33.93% | -21.43% | -21.43% | 0.00% | 31:11 | 23:30 | 25:34 | 32:39 | 33:12 | 41:02 | 07:38 | 05:39 |
 | Phoenix | 11 | 78.57% | 69.6 | 54.55% | +21.22% | -54.55% | +12.12% | 13.16% | 19:45 | 15:05 | 15:43 | 18:48 | 20:47 | 31:19 | 05:04 | 03:45 |
 | Ancient Apparition | 4 | 100.00% | 68.4 | 50.00% | +50.00% | +50.00% | -50.00% | -75.00% | 22:25 | 19:42 | 19:42 | 20:28 | 21:02 | 28:27 | 01:20 | 00:59 |
 | Death Prophet | 19 | 44.19% | 67.1 | 57.89% | +12.06% | +22.11% | -17.89% | -5.61% | 29:23 | 15:04 | 25:01 | 28:47 | 32:09 | 49:02 | 07:08 | 05:17 |
 | Faceless Void | 14 | 87.50% | 65.8 | 50.00% | 0.00% | -25.00% | -50.00% | -4.19% | 20:54 | 15:01 | 18:08 | 20:08 | 24:06 | 27:18 | 05:58 | 04:25 |
 | Nature's Prophet | 23 | 88.46% | 64.6 | 47.83% | +14.50% | +2.17% | -14.50% | -5.75% | 17:09 | 15:00 | 15:01 | 16:25 | 17:55 | 22:15 | 02:54 | 02:08 |
 | Mars | 10 | 37.04% | 63.3 | 60.00% | +12.94% | +40.00% | -10.00% | -4.40% | 28:19 | 15:54 | 21:12 | 26:31 | 32:34 | 46:57 | 11:22 | 08:25 |
 | Bloodseeker | 18 | 62.07% | 62.0 | 50.00% | +13.64% | -30.00% | -25.00% | 0.46% | 27:29 | 20:11 | 22:18 | 24:56 | 33:05 | 36:29 | 10:47 | 07:59 |
 | Snapfire | 21 | 75.00% | 60.8 | 47.62% | -23.81% | +12.38% | -7.62% | -3.54% | 20:15 | 15:24 | 16:48 | 20:33 | 22:27 | 24:48 | 05:39 | 04:11 |
 | Juggernaut | 17 | 70.83% | 59.5 | 47.06% | -10.08% | +2.94% | +27.94% | 4.35% | 22:15 | 16:30 | 18:40 | 21:46 | 24:25 | 28:03 | 05:45 | 04:15 |
 | Zeus | 67 | 90.54% | 58.2 | 41.79% | +13.22% | +11.15% | -18.26% | -8.69% | 17:38 | 15:00 | 15:29 | 16:53 | 18:52 | 30:40 | 03:23 | 02:30 |
 | Night Stalker | 15 | 100.00% | 57.0 | 40.00% | +40.00% | +35.00% | -40.00% | -28.30% | 19:56 | 15:02 | 15:23 | 17:50 | 18:02 | 45:58 | 02:39 | 01:57 |
 | Void Spirit | 18 | 60.00% | 55.7 | 44.44% | +2.77% | -24.44% | +5.56% | 2.04% | 29:59 | 19:03 | 22:41 | 31:30 | 37:25 | 42:58 | 14:44 | 10:54 |
 | Dawnbreaker | 40 | 65.57% | 54.4 | 40.00% | +6.67% | +10.00% | 0.00% | -1.56% | 20:27 | 15:12 | 16:35 | 17:50 | 23:00 | 35:28 | 06:25 | 04:45 |
 | Necrophos | 11 | 100.00% | 53.2 | 36.36% | +36.36% | -3.03% | +30.31% | 5.62% | 20:37 | 15:00 | 15:53 | 17:07 | 21:49 | 34:35 | 05:56 | 04:23 |
 | Shadow Shaman | 3 | 25.00% | 51.9 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 26:24 | 20:30 | 20:30 | 22:15 | 36:27 | 36:27 | 15:57 | 11:48 |
 | Batrider | 5 | 20.83% | 50.6 | 60.00% | +2.11% | +40.00% | -60.00% | 0.00% | 25:12 | 20:41 | 20:41 | 25:19 | 28:31 | 29:17 | 07:50 | 05:48 |
 | Templar Assassin | 9 | 45.00% | 49.4 | 44.44% | -10.11% | +5.56% | +5.56% | 0.00% | 22:39 | 16:41 | 17:37 | 19:39 | 25:05 | 34:02 | 07:28 | 05:31 |
 | Io | 4 | 44.44% | 48.1 | 50.00% | -30.00% | +50.00% | +50.00% | 0.00% | 29:25 | 24:36 | 24:36 | 26:28 | 31:37 | 34:59 | 07:01 | 05:11 |
 | Enchantress | 5 | 16.13% | 46.8 | 60.00% | +25.38% | +40.00% | +40.00% | 0.00% | 38:49 | 29:18 | 29:18 | 38:39 | 39:06 | 55:18 | 09:48 | 07:15 |
 | Invoker | 1 | 12.50% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Grimstroke | 11 | 91.67% | 44.3 | 27.27% | +27.27% | +6.06% | -27.27% | -20.20% | 18:04 | 15:51 | 16:37 | 17:56 | 18:16 | 22:11 | 01:39 | 01:13 |
 | Tusk | 1 | 6.67% | 43.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Dragon Knight | 12 | 80.00% | 41.8 | 25.00% | +25.00% | -25.00% | +41.67% | 19.80% | 18:41 | 15:01 | 15:04 | 16:35 | 18:26 | 31:21 | 03:22 | 02:29 |
 | Doom | 5 | 31.25% | 40.5 | 40.00% | -14.55% | -40.00% | +60.00% | 0.00% | 32:04 | 24:24 | 24:24 | 32:36 | 37:48 | 38:22 | 13:24 | 09:55 |
 | Bounty Hunter | 3 | 60.00% | 39.2 | 33.33% | +33.33% | -33.33% | 0.00% | 2.23% | 23:11 | 16:00 | 16:00 | 22:39 | 30:55 | 30:55 | 14:55 | 11:02 |
 | Enigma | 4 | 13.79% | 38.0 | 50.00% | -6.00% | +50.00% | -50.00% | 0.00% | 32:43 | 24:33 | 24:33 | 24:50 | 35:44 | 45:45 | 11:11 | 08:17 |
 | Treant Protector | 5 | 100.00% | 36.7 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 29:04 | 17:10 | 17:10 | 33:42 | 35:07 | 35:21 | 17:57 | 13:17 |
 | Marci | 7 | 11.67% | 35.4 | 42.86% | +10.78% | +57.14% | +7.14% | 0.00% | 35:25 | 23:54 | 26:01 | 33:37 | 34:21 | 51:23 | 08:20 | 06:10 |
 | Slardar | 2 | 25.00% | 34.2 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 27:10 | 25:59 | 25:59 | 28:21 | 28:21 | 28:21 | 02:22 | 01:45 |
 | Viper | 5 | 17.24% | 32.9 | 40.00% | -14.17% | -40.00% | -40.00% | 0.00% | 28:24 | 16:17 | 16:17 | 25:26 | 33:19 | 43:31 | 17:02 | 12:37 |
 | Tiny | 7 | 6.86% | 31.6 | 42.86% | -13.98% | +7.14% | -42.86% | -4.73% | 27:06 | 15:15 | 17:08 | 24:19 | 27:42 | 43:19 | 10:34 | 07:49 |
 | Lone Druid | 4 | 66.67% | 30.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 18:23 | 15:15 | 15:15 | 17:34 | 19:46 | 20:56 | 04:31 | 03:20 |
 | Weaver | 6 | 27.27% | 29.1 | 33.33% | -22.92% | -33.33% | +66.67% | 13.61% | 31:58 | 16:24 | 28:36 | 29:08 | 35:57 | 48:31 | 07:21 | 05:26 |
 | Windranger | 3 | 37.50% | 27.8 | 33.33% | +13.33% | -33.33% | 0.00% | 2.14% | 23:25 | 17:52 | 17:52 | 18:56 | 33:27 | 33:27 | 15:35 | 11:32 |
 | Pudge | 3 | 33.33% | 26.6 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 28:12 | 20:15 | 20:15 | 23:15 | 41:06 | 41:06 | 20:51 | 15:26 |
 | Keeper of the Light | 2 | 11.76% | 25.3 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 24:52 | 20:16 | 20:16 | 29:27 | 29:27 | 29:27 | 09:11 | 06:48 |
 | Brewmaster | 2 | 11.11% | 24.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 42:10 | 31:01 | 31:01 | 53:19 | 53:19 | 53:19 | 22:18 | 16:31 |
 | Lifestealer | 3 | 25.00% | 22.8 | 33.33% | -33.34% | -33.33% | 0.00% | 1.96% | 31:06 | 23:30 | 23:30 | 29:17 | 40:32 | 40:32 | 17:02 | 12:37 |
 | Queen of Pain | 5 | 55.56% | 21.5 | 20.00% | -30.00% | -20.00% | +80.00% | 11.61% | 21:00 | 15:14 | 15:14 | 21:22 | 23:51 | 26:56 | 08:37 | 06:22 |
 | Bristleback | 2 | 7.69% | 20.3 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 27:25 | 21:09 | 21:09 | 33:40 | 33:40 | 33:40 | 12:31 | 09:16 |
 | Kunkka | 3 | 15.79% | 19.0 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 33:31 | 22:04 | 22:04 | 36:06 | 42:23 | 42:23 | 20:19 | 15:02 |
 | Chaos Knight | 5 | 33.33% | 17.7 | 20.00% | -40.00% | -20.00% | +80.00% | 11.54% | 40:47 | 33:14 | 33:14 | 37:50 | 41:54 | 54:23 | 08:40 | 06:25 |
 | Venomancer | 1 | 25.00% | 16.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 00:00 | 00:00 |
 | Jakiro | 1 | 33.33% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Earthshaker | 1 | 50.00% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Hoodwink | 1 | 12.50% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Underlord | 1 | 33.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 00:00 | 00:00 |
 | Lion | 1 | 33.33% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Medusa | 1 | 12.50% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Lycan | 1 | 20.00% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |
 | Terrorblade | 1 | 7.14% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 00:00 | 00:00 |
 | Ursa | 1 | 25.00% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Undying | 1 | 25.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 5.88% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Techies | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |