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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 | |
 | Blink Dagger | 684 | 27.92% | 61.3 | 51.90% | +12.71% | +5.41% | -3.36% | -0.72% | 23:02 | 09:09 | 15:41 | 20:23 | 27:47 | 1:13:02 | 08:57 |
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 | |
 | Ursa | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 00:00 | 00:00 |
 | Meepo | 2 | 100.00% | 98.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 14:41 | 11:38 | 11:38 | 17:44 | 17:44 | 17:44 | 06:06 | 04:31 |
 | Shadow Shaman | 4 | 80.00% | 97.5 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:18 | 18:49 | 18:49 | 21:00 | 30:29 | 30:54 | 11:40 | 08:38 |
 | Enigma | 6 | 85.71% | 96.2 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 18:46 | 12:22 | 13:13 | 14:32 | 26:11 | 27:47 | 12:58 | 09:36 |
 | Lion | 6 | 54.55% | 94.9 | 83.33% | +63.33% | -33.33% | +16.67% | 12.88% | 23:09 | 15:27 | 21:47 | 22:26 | 25:40 | 30:54 | 03:53 | 02:52 |
 | Tusk | 22 | 68.75% | 93.7 | 72.73% | +22.73% | +10.60% | -12.73% | -4.32% | 25:01 | 16:01 | 22:40 | 23:15 | 28:04 | 33:57 | 05:24 | 04:00 |
 | Alchemist | 1 | 50.00% | 92.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Earth Spirit | 3 | 100.00% | 91.1 | 66.67% | +66.67% | -66.67% | 0.00% | 0.00% | 23:46 | 22:29 | 22:29 | 22:59 | 25:51 | 25:51 | 03:22 | 02:29 |
 | Templar Assassin | 29 | 100.00% | 89.9 | 65.52% | +65.52% | +20.19% | -8.38% | -5.75% | 14:08 | 09:09 | 11:52 | 12:59 | 16:50 | 21:04 | 04:58 | 03:40 |
 | Magnus | 28 | 100.00% | 88.6 | 64.29% | +64.29% | -7.15% | +7.14% | 4.71% | 15:46 | 11:17 | 14:02 | 15:37 | 17:04 | 20:43 | 03:02 | 02:14 |
 | Centaur Warrunner | 5 | 100.00% | 87.3 | 60.00% | +60.00% | +40.00% | -60.00% | -7.27% | 17:02 | 09:09 | 09:09 | 17:34 | 22:54 | 23:18 | 13:45 | 10:11 |
 | Winter Wyvern | 9 | 60.00% | 86.1 | 66.67% | +16.67% | +33.33% | -16.67% | -6.67% | 19:54 | 13:06 | 13:39 | 19:58 | 21:09 | 29:44 | 07:30 | 05:33 |
 | Pugna | 3 | 13.04% | 84.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 21:05 | 15:43 | 15:43 | 21:17 | 26:14 | 26:14 | 10:31 | 07:47 |
 | Doom | 26 | 66.67% | 83.5 | 57.69% | +34.61% | -0.55% | -41.02% | -5.66% | 25:09 | 16:22 | 19:34 | 21:42 | 26:43 | 47:49 | 07:09 | 05:17 |
 | Slardar | 9 | 90.00% | 82.3 | 55.56% | +55.56% | -5.56% | +44.44% | 8.04% | 16:57 | 12:24 | 13:36 | 16:51 | 19:49 | 20:40 | 06:13 | 04:36 |
 | Batrider | 17 | 94.44% | 81.0 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | 15:37 | 10:33 | 13:02 | 15:23 | 16:42 | 21:45 | 03:40 | 02:42 |
 | Dragon Knight | 37 | 77.08% | 79.7 | 54.05% | -0.50% | +12.62% | -9.61% | -2.96% | 17:53 | 11:05 | 13:26 | 15:59 | 20:57 | 38:54 | 07:31 | 05:34 |
 | Ember Spirit | 23 | 37.10% | 78.5 | 60.87% | +17.28% | -10.87% | +5.80% | 1.78% | 24:27 | 13:54 | 18:46 | 23:16 | 28:09 | 43:14 | 09:23 | 06:57 |
 | Brewmaster | 25 | 92.59% | 77.2 | 52.00% | -48.00% | -2.00% | -18.67% | -4.76% | 13:54 | 09:24 | 11:24 | 14:09 | 14:54 | 25:33 | 03:30 | 02:35 |
 | Earthshaker | 4 | 100.00% | 75.9 | 50.00% | +50.00% | +50.00% | -50.00% | -25.86% | 15:19 | 11:54 | 11:54 | 15:11 | 15:46 | 18:25 | 03:52 | 02:51 |
 | Nyx Assassin | 7 | 63.64% | 74.7 | 57.14% | -17.86% | -7.14% | -7.14% | 0.00% | 36:14 | 26:21 | 27:30 | 36:57 | 40:09 | 51:50 | 12:39 | 09:22 |
 | Beastmaster | 42 | 56.00% | 73.4 | 52.38% | +0.86% | +2.17% | +27.62% | 3.21% | 26:20 | 13:47 | 21:50 | 24:22 | 29:46 | 47:54 | 07:56 | 05:52 |
 | Venomancer | 11 | 57.89% | 72.2 | 54.55% | +29.55% | +12.12% | -21.22% | -11.30% | 21:16 | 15:07 | 19:39 | 20:25 | 22:36 | 27:26 | 02:57 | 02:11 |
 | Naga Siren | 21 | 30.88% | 70.9 | 57.14% | +14.59% | +22.86% | +2.86% | -1.06% | 35:09 | 17:41 | 23:24 | 34:42 | 42:14 | 52:31 | 18:50 | 13:57 |
 | Windranger | 54 | 52.94% | 69.6 | 50.00% | +4.17% | +7.14% | -3.85% | -1.14% | 26:21 | 14:37 | 20:35 | 24:22 | 30:12 | 49:23 | 09:37 | 07:07 |
 | Axe | 36 | 100.00% | 68.4 | 44.44% | +44.44% | 0.00% | -33.33% | -8.44% | 14:44 | 10:31 | 12:18 | 14:41 | 16:15 | 21:13 | 03:57 | 02:55 |
 | Chaos Knight | 3 | 42.86% | 67.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 25:43 | 20:45 | 20:45 | 26:26 | 29:58 | 29:58 | 09:13 | 06:49 |
 | Mirana | 3 | 4.92% | 65.8 | 100.00% | +34.48% | 0.00% | 0.00% | 0.00% | 33:50 | 32:31 | 32:31 | 32:47 | 36:13 | 36:13 | 03:42 | 02:44 |
 | Pudge | 1 | 25.00% | 64.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Dark Seer | 8 | 66.67% | 63.3 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 20:22 | 21:10 | 23:46 | 27:47 | 34:43 | 06:37 | 04:54 |
 | Pangolier | 23 | 92.00% | 62.0 | 43.48% | -6.52% | -10.15% | -10.15% | 0.00% | 18:58 | 12:41 | 14:53 | 16:12 | 20:46 | 31:43 | 05:53 | 04:21 |
 | Sand King | 53 | 92.98% | 60.8 | 39.62% | -10.38% | +6.53% | -16.54% | -6.41% | 16:52 | 09:52 | 15:04 | 16:59 | 18:40 | 24:18 | 03:36 | 02:40 |
 | Death Prophet | 14 | 37.84% | 59.5 | 50.00% | -10.87% | 0.00% | -16.67% | -1.59% | 27:23 | 15:13 | 22:33 | 24:06 | 33:03 | 51:22 | 10:30 | 07:46 |
 | Tinker | 11 | 100.00% | 58.2 | 36.36% | +36.36% | +63.64% | -36.36% | -45.45% | 17:14 | 13:47 | 15:43 | 16:51 | 17:55 | 20:27 | 02:12 | 01:37 |
 | Kunkka | 14 | 51.85% | 57.0 | 42.86% | -10.99% | +7.14% | +23.81% | 0.00% | 37:03 | 16:14 | 30:13 | 33:50 | 47:02 | 57:33 | 16:49 | 12:27 |
 | Juggernaut | 1 | 16.67% | 55.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 00:00 | 00:00 |
 | Dazzle | 1 | 16.67% | 54.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:56 | 51:56 | 51:56 | 51:56 | 51:56 | 51:56 | 00:00 | 00:00 |
 | Bane | 2 | 5.00% | 53.2 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 36:13 | 35:21 | 35:21 | 37:04 | 37:04 | 37:04 | 01:43 | 01:16 |
 | Tiny | 3 | 100.00% | 51.9 | 33.33% | +33.33% | -33.33% | 0.00% | 18.18% | 12:03 | 11:16 | 11:16 | 11:48 | 13:06 | 13:06 | 01:50 | 01:21 |
 | Dark Willow | 7 | 58.33% | 50.6 | 42.86% | +22.86% | +7.14% | +57.14% | 9.90% | 36:00 | 27:30 | 29:07 | 33:17 | 34:10 | 60:03 | 05:03 | 03:44 |
 | Crystal Maiden | 1 | 14.29% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:41 | 53:41 | 53:41 | 53:41 | 53:41 | 53:41 | 00:00 | 00:00 |
 | Puck | 6 | 85.71% | 48.1 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 14:02 | 11:25 | 12:11 | 12:35 | 16:25 | 17:09 | 04:14 | 03:08 |
 | Legion Commander | 10 | 90.91% | 46.8 | 30.00% | +30.00% | +36.67% | -30.00% | -19.23% | 13:27 | 10:19 | 11:30 | 12:25 | 14:58 | 17:07 | 03:28 | 02:34 |
 | Zeus | 3 | 12.50% | 45.6 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 37:51 | 33:21 | 33:21 | 39:00 | 41:12 | 41:12 | 07:51 | 05:48 |
 | Huskar | 1 | 9.09% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 40.00% | 43.0 | 50.00% | +50.00% | -50.00% | 0.00% | 13.39% | 27:56 | 26:04 | 26:04 | 29:48 | 29:48 | 29:48 | 03:44 | 02:45 |
 | Tidehunter | 6 | 60.00% | 41.8 | 33.33% | -41.67% | +16.67% | -33.33% | -5.99% | 23:22 | 16:39 | 19:24 | 19:36 | 27:45 | 34:46 | 08:21 | 06:11 |
 | Morphling | 3 | 8.11% | 40.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 28:49 | 26:11 | 26:11 | 28:39 | 31:38 | 31:38 | 05:27 | 04:02 |
 | Shadow Demon | 5 | 38.46% | 39.2 | 40.00% | -10.00% | +60.00% | -40.00% | -3.75% | 34:26 | 20:36 | 20:36 | 23:57 | 47:15 | 57:07 | 26:39 | 19:44 |
 | Drow Ranger | 1 | 6.25% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Rubick | 6 | 40.00% | 36.7 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 22:55 | 15:25 | 19:21 | 19:43 | 27:59 | 29:02 | 08:38 | 06:23 |
 | Skywrath Mage | 3 | 3.95% | 35.4 | 66.67% | +20.09% | +33.33% | 0.00% | 0.00% | 32:55 | 20:43 | 20:43 | 26:31 | 51:31 | 51:31 | 30:48 | 22:48 |
 | Faceless Void | 1 | 3.33% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Outworld Destroyer | 4 | 66.67% | 32.9 | 25.00% | +25.00% | +75.00% | -25.00% | -10.24% | 25:37 | 19:31 | 19:31 | 20:06 | 29:17 | 33:33 | 09:46 | 07:14 |
 | Phantom Lancer | 4 | 6.78% | 31.6 | 50.00% | -13.64% | -50.00% | +50.00% | 0.00% | 33:57 | 26:45 | 26:45 | 31:40 | 35:20 | 42:01 | 08:35 | 06:21 |
 | Undying | 1 | 2.27% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 00:00 | 00:00 |
 | Lina | 1 | 2.17% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Lycan | 1 | 2.04% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Broodmother | 2 | 18.18% | 26.6 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 37:09 | 22:40 | 22:40 | 51:38 | 51:38 | 51:38 | 28:58 | 21:27 |
 | Clockwerk | 1 | 1.61% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Invoker | 3 | 33.33% | 24.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:34 | 25:34 | 25:34 | 27:58 | 32:10 | 32:10 | 06:36 | 04:53 |
 | Leshrac | 11 | 17.46% | 22.8 | 27.27% | -20.81% | +6.06% | -27.27% | -6.10% | 33:40 | 21:26 | 30:28 | 33:50 | 35:56 | 42:17 | 05:28 | 04:02 |
 | Queen of Pain | 2 | 12.50% | 21.5 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 17:38 | 15:38 | 15:38 | 19:38 | 19:38 | 19:38 | 04:00 | 02:57 |
 | Oracle | 2 | 11.11% | 20.3 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 41:53 | 41:15 | 41:15 | 42:30 | 42:30 | 42:30 | 01:15 | 00:55 |
 | Troll Warlord | 5 | 33.33% | 19.0 | 20.00% | -10.00% | +80.00% | -20.00% | 0.00% | 27:43 | 25:27 | 25:27 | 26:37 | 29:41 | 30:14 | 04:14 | 03:08 |
 | Disruptor | 4 | 11.76% | 17.7 | 25.00% | -15.00% | +75.00% | -25.00% | 0.00% | 49:31 | 31:22 | 31:22 | 47:45 | 52:41 | 1:06:17 | 21:19 | 15:47 |
 | Jakiro | 5 | 10.42% | 16.5 | 20.00% | -28.84% | -20.00% | -20.00% | 0.00% | 33:27 | 23:05 | 23:05 | 25:26 | 36:08 | 59:05 | 13:03 | 09:40 |
 | Warlock | 1 | 1.11% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:02 | 1:13:02 | 1:13:02 | 1:13:02 | 1:13:02 | 1:13:02 | 00:00 | 00:00 |
 | Underlord | 1 | 5.56% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 00:00 | 00:00 |
 | Phoenix | 1 | 6.67% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 9.09% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 7.69% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 6.67% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Treant Protector | 4 | 40.00% | 7.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 34:34 | 25:36 | 25:36 | 35:23 | 35:46 | 41:30 | 10:10 | 07:31 |
 | Sven | 1 | 33.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Omniknight | 1 | 7.14% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Night Stalker | 1 | 1.96% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 |
 | Chen | 1 | 3.70% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 00:00 | 00:00 |
 | Wraith King | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |