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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 | |
 | Guardian Greaves | 2790 | 7.96% | 79.4 | 58.67% | +10.29% | +4.22% | -0.28% | -0.48% | 21:32 | 10:22 | 16:02 | 20:07 | 25:23 | 60:51 | 06:55 |
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 | |
 | Oracle | 7 | 4.64% | 100.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 34:46 | 22:53 | 29:16 | 30:26 | 38:38 | 50:21 | 09:22 | 06:56 |
 | Witch Doctor | 16 | 25.81% | 98.6 | 75.00% | +27.17% | +25.00% | -50.00% | -8.43% | 23:19 | 12:46 | 17:14 | 21:42 | 26:08 | 43:51 | 08:54 | 06:35 |
 | Mirana | 246 | 34.94% | 97.1 | 62.60% | +12.16% | +13.21% | -6.86% | -2.85% | 26:31 | 15:22 | 22:47 | 25:34 | 29:49 | 47:28 | 07:02 | 05:12 |
 | Techies | 164 | 25.67% | 95.7 | 63.41% | +16.46% | 0.00% | -4.87% | -0.68% | 26:41 | 17:47 | 22:28 | 25:30 | 29:35 | 46:42 | 07:07 | 05:16 |
 | Beastmaster | 57 | 7.81% | 94.3 | 70.18% | +15.95% | +15.53% | +1.25% | -1.49% | 22:12 | 12:43 | 16:45 | 21:38 | 26:21 | 39:24 | 09:36 | 07:06 |
 | Underlord | 134 | 43.09% | 92.9 | 61.94% | +13.35% | +8.65% | -4.36% | -1.41% | 22:48 | 12:39 | 17:41 | 21:18 | 26:56 | 50:12 | 09:15 | 06:51 |
 | Chen | 42 | 41.18% | 91.4 | 64.29% | +12.62% | -18.84% | +15.71% | 4.26% | 25:34 | 14:21 | 20:38 | 23:45 | 28:45 | 46:40 | 08:07 | 06:00 |
 | Visage | 69 | 35.38% | 90.0 | 62.32% | +16.29% | +2.39% | +14.15% | 1.64% | 20:41 | 13:49 | 16:51 | 20:32 | 24:00 | 32:48 | 07:09 | 05:17 |
 | Broodmother | 227 | 63.59% | 88.6 | 56.83% | +10.68% | +4.57% | -0.69% | -1.00% | 18:36 | 11:55 | 15:44 | 17:26 | 21:01 | 39:38 | 05:17 | 03:54 |
 | Enigma | 167 | 61.62% | 87.1 | 56.29% | +11.10% | +0.85% | +0.85% | 0.00% | 15:53 | 11:31 | 13:51 | 15:00 | 16:33 | 34:21 | 02:42 | 02:00 |
 | Undying | 76 | 11.34% | 85.7 | 63.16% | +18.55% | 0.00% | +15.79% | 2.35% | 28:25 | 12:33 | 24:44 | 27:50 | 31:27 | 51:43 | 06:43 | 04:58 |
 | Dark Seer | 227 | 74.18% | 84.3 | 55.07% | +13.30% | +8.09% | -0.68% | -1.36% | 19:18 | 11:14 | 15:33 | 17:38 | 21:59 | 47:44 | 06:26 | 04:45 |
 | Tidehunter | 104 | 34.78% | 82.9 | 57.69% | +12.05% | 0.00% | 0.00% | 0.00% | 20:30 | 11:01 | 16:39 | 18:17 | 24:08 | 40:58 | 07:29 | 05:32 |
 | Io | 8 | 5.03% | 81.4 | 87.50% | +33.86% | +12.50% | -37.50% | 0.00% | 30:47 | 25:57 | 26:34 | 31:04 | 31:33 | 35:14 | 04:59 | 03:41 |
 | Doom | 118 | 17.10% | 80.0 | 58.47% | +10.74% | +11.53% | -13.64% | -5.08% | 18:18 | 10:22 | 15:22 | 17:54 | 20:19 | 34:18 | 04:57 | 03:40 |
 | Snapfire | 243 | 37.56% | 78.6 | 54.73% | +16.36% | +2.65% | -5.55% | -0.75% | 22:00 | 11:27 | 15:43 | 19:23 | 26:39 | 53:18 | 10:56 | 08:05 |
 | Death Prophet | 323 | 57.89% | 77.1 | 52.63% | +8.37% | +18.97% | -16.83% | -10.74% | 16:53 | 11:56 | 14:38 | 16:00 | 17:58 | 34:39 | 03:20 | 02:28 |
 | Centaur Warrunner | 8 | 3.88% | 75.7 | 87.50% | +41.54% | +12.50% | +12.50% | 0.00% | 27:32 | 21:43 | 23:26 | 26:17 | 28:53 | 38:12 | 05:27 | 04:02 |
 | Dawnbreaker | 47 | 20.89% | 74.3 | 59.57% | +16.31% | +7.10% | -1.24% | -1.57% | 18:44 | 13:44 | 15:53 | 17:30 | 21:12 | 30:51 | 05:19 | 03:56 |
 | Treant Protector | 17 | 2.80% | 72.9 | 76.47% | +23.68% | -26.47% | -1.47% | 2.73% | 34:02 | 21:31 | 27:34 | 33:20 | 36:44 | 54:15 | 09:10 | 06:47 |
 | Pugna | 11 | 2.89% | 71.4 | 81.82% | +27.50% | -15.15% | +18.18% | 0.00% | 27:49 | 21:34 | 22:13 | 23:58 | 30:30 | 47:19 | 08:17 | 06:08 |
 | Rubick | 83 | 6.03% | 70.0 | 57.83% | +11.77% | +4.07% | +13.60% | 1.35% | 26:19 | 14:51 | 22:26 | 24:44 | 29:28 | 52:34 | 07:02 | 05:12 |
 | Keeper of the Light | 64 | 14.38% | 68.6 | 56.25% | +7.43% | +6.25% | +6.25% | 0.00% | 20:11 | 11:20 | 14:33 | 18:25 | 23:12 | 39:48 | 08:39 | 06:24 |
 | Phoenix | 10 | 2.75% | 67.1 | 80.00% | +34.39% | -46.67% | +20.00% | 0.00% | 24:11 | 13:58 | 21:14 | 23:32 | 29:14 | 34:07 | 08:00 | 05:55 |
 | Ancient Apparition | 8 | 8.42% | 65.7 | 75.00% | +22.13% | +25.00% | +25.00% | 0.00% | 31:06 | 15:30 | 23:13 | 26:47 | 35:05 | 46:27 | 11:52 | 08:47 |
 | Necrophos | 7 | 15.22% | 64.3 | 71.43% | +20.15% | -21.43% | -21.43% | 0.00% | 16:57 | 12:42 | 12:52 | 14:21 | 17:40 | 29:36 | 04:48 | 03:33 |
 | Venomancer | 24 | 14.55% | 62.9 | 58.33% | +7.98% | -8.33% | -8.33% | 0.00% | 23:06 | 14:36 | 16:38 | 20:50 | 24:02 | 60:51 | 07:24 | 05:28 |
 | Silencer | 10 | 1.80% | 61.4 | 80.00% | +30.09% | -13.33% | +20.00% | 0.00% | 26:29 | 18:45 | 22:38 | 24:29 | 28:34 | 40:17 | 05:56 | 04:23 |
 | Magnus | 45 | 12.16% | 60.0 | 51.11% | +4.34% | +12.53% | -5.66% | -2.68% | 23:10 | 13:55 | 19:46 | 22:08 | 26:34 | 44:38 | 06:48 | 05:02 |
 | Primal Beast | 25 | 5.31% | 58.6 | 56.00% | +5.78% | +44.00% | -6.00% | -19.61% | 17:12 | 12:46 | 15:27 | 16:47 | 18:00 | 30:07 | 02:33 | 01:53 |
 | Pangolier | 50 | 6.05% | 57.1 | 50.00% | -1.16% | +3.85% | -16.67% | -3.17% | 21:15 | 13:30 | 16:58 | 18:48 | 23:26 | 48:52 | 06:28 | 04:47 |
 | Windranger | 3 | 1.17% | 55.7 | 100.00% | +52.36% | 0.00% | 0.00% | 0.00% | 31:48 | 21:39 | 21:39 | 30:15 | 43:30 | 43:30 | 21:51 | 16:11 |
 | Jakiro | 8 | 5.88% | 54.3 | 62.50% | +20.31% | -62.50% | -12.50% | 0.00% | 25:24 | 12:51 | 16:01 | 28:51 | 29:28 | 32:14 | 13:27 | 09:57 |
 | Timbersaw | 25 | 5.49% | 52.9 | 48.00% | -2.93% | +18.67% | +2.00% | -4.17% | 19:12 | 13:12 | 16:54 | 19:18 | 20:54 | 26:39 | 04:00 | 02:57 |
 | Brewmaster | 11 | 6.92% | 51.4 | 54.55% | +3.20% | +12.12% | +12.12% | 0.00% | 24:49 | 14:42 | 17:46 | 21:38 | 24:11 | 52:05 | 06:25 | 04:45 |
 | Dazzle | 5 | 10.87% | 50.0 | 60.00% | +11.22% | +40.00% | -60.00% | 0.00% | 22:27 | 15:31 | 15:31 | 19:04 | 28:11 | 33:53 | 12:40 | 09:22 |
 | Viper | 10 | 11.11% | 48.6 | 50.00% | -2.50% | +50.00% | -50.00% | -25.10% | 17:27 | 14:07 | 15:33 | 15:51 | 19:32 | 23:23 | 03:59 | 02:57 |
 | Warlock | 5 | 8.06% | 47.1 | 60.00% | +0.35% | +40.00% | -60.00% | 0.00% | 35:00 | 26:31 | 26:31 | 35:27 | 37:50 | 40:36 | 11:19 | 08:22 |
 | Muerta | 2 | 1.42% | 45.7 | 100.00% | +53.96% | 0.00% | 0.00% | 0.00% | 25:29 | 21:10 | 21:10 | 29:47 | 29:47 | 29:47 | 08:37 | 06:22 |
 | Earth Spirit | 4 | 2.01% | 44.3 | 75.00% | +29.36% | +25.00% | -75.00% | 0.00% | 20:34 | 13:53 | 13:53 | 14:32 | 24:27 | 29:23 | 10:34 | 07:49 |
 | Leshrac | 9 | 2.28% | 42.9 | 55.56% | +0.90% | +44.44% | -55.56% | 0.00% | 16:30 | 12:54 | 13:50 | 15:37 | 16:20 | 28:20 | 02:30 | 01:51 |
 | Riki | 2 | 0.90% | 41.4 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 28:04 | 27:23 | 27:23 | 28:44 | 28:44 | 28:44 | 01:21 | 01:00 |
 | Ogre Magi | 3 | 6.38% | 40.0 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 22:42 | 18:50 | 18:50 | 22:37 | 26:40 | 26:40 | 07:50 | 05:48 |
 | Lich | 2 | 0.81% | 38.6 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 34:31 | 28:08 | 28:08 | 40:54 | 40:54 | 40:54 | 12:46 | 09:27 |
 | Skywrath Mage | 2 | 0.49% | 37.1 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 28:26 | 24:49 | 24:49 | 32:02 | 32:02 | 32:02 | 07:13 | 05:20 |
 | Crystal Maiden | 2 | 0.47% | 35.7 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 28:41 | 28:36 | 28:36 | 28:46 | 28:46 | 28:46 | 00:10 | 00:07 |
 | Dark Willow | 5 | 2.19% | 34.3 | 60.00% | +11.12% | -60.00% | +40.00% | 0.00% | 28:31 | 24:44 | 24:44 | 26:56 | 28:00 | 38:09 | 03:16 | 02:25 |
 | Tusk | 7 | 1.07% | 32.9 | 57.14% | +11.94% | +42.86% | -7.14% | 0.00% | 21:39 | 14:08 | 15:28 | 17:10 | 25:37 | 31:20 | 10:09 | 07:31 |
 | Nature's Prophet | 2 | 0.35% | 31.4 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 29:38 | 20:14 | 20:14 | 39:02 | 39:02 | 39:02 | 18:48 | 13:55 |
 | Hoodwink | 5 | 1.78% | 30.0 | 60.00% | +21.23% | -60.00% | -60.00% | 0.00% | 30:32 | 22:04 | 22:04 | 29:51 | 32:37 | 40:13 | 10:33 | 07:48 |
 | Shadow Demon | 3 | 1.01% | 28.6 | 66.67% | +17.01% | +33.33% | 0.00% | 0.00% | 25:00 | 18:37 | 18:37 | 21:19 | 35:04 | 35:04 | 16:27 | 12:11 |
 | Naga Siren | 3 | 0.79% | 27.1 | 66.67% | +11.08% | +33.33% | 0.00% | 0.00% | 24:34 | 21:24 | 21:24 | 23:16 | 29:02 | 29:02 | 07:38 | 05:39 |
 | Bounty Hunter | 1 | 0.63% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.58% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Alchemist | 4 | 1.52% | 22.9 | 50.00% | -3.08% | -50.00% | +50.00% | 0.00% | 23:56 | 12:51 | 12:51 | 25:13 | 28:42 | 28:58 | 15:51 | 11:44 |
 | Sven | 1 | 0.42% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Sand King | 2 | 6.90% | 20.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 18:36 | 16:13 | 16:13 | 20:59 | 20:59 | 20:59 | 04:46 | 03:31 |
 | Batrider | 9 | 1.36% | 18.6 | 33.33% | -17.89% | +16.67% | -33.33% | 0.00% | 20:33 | 13:32 | 17:02 | 19:03 | 21:26 | 28:24 | 04:24 | 03:15 |
 | Storm Spirit | 1 | 0.18% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.15% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Tiny | 1 | 0.14% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Razor | 2 | 2.27% | 12.9 | 50.00% | +8.14% | +50.00% | 0.00% | 0.00% | 23:59 | 15:51 | 15:51 | 32:06 | 32:06 | 32:06 | 16:15 | 12:02 |
 | Disruptor | 2 | 0.28% | 11.4 | 50.00% | -3.53% | +50.00% | 0.00% | 0.00% | 26:47 | 24:21 | 24:21 | 29:12 | 29:12 | 29:12 | 04:51 | 03:35 |
 | Enchantress | 4 | 0.71% | 10.0 | 25.00% | -21.33% | -25.00% | -25.00% | 0.00% | 25:36 | 20:12 | 20:12 | 26:38 | 27:21 | 28:14 | 07:09 | 05:17 |
 | Legion Commander | 1 | 0.49% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Abaddon | 1 | 0.81% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.85% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Omniknight | 1 | 1.92% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Mars | 1 | 0.36% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 0.30% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 00:00 | 00:00 |