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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 | |
 | Aether Lens | 857 | 14.03% | 86.3 | 59.28% | +14.10% | -1.34% | +2.87% | 0.31% | 28:41 | 09:56 | 21:35 | 27:03 | 35:00 | 1:15:06 | 09:56 |
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 | |
 | Shadow Shaman | 3 | 60.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 15:20 | 15:20 | 30:22 | 38:51 | 38:51 | 23:31 | 17:25 |
 | Skywrath Mage | 5 | 26.32% | 98.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 27:50 | 20:36 | 20:36 | 24:40 | 33:05 | 37:52 | 12:29 | 09:14 |
 | Dark Willow | 9 | 42.86% | 96.6 | 88.89% | +55.56% | +11.11% | -38.89% | -4.14% | 32:07 | 24:44 | 25:12 | 30:58 | 37:16 | 43:28 | 12:04 | 08:56 |
 | Omniknight | 4 | 28.57% | 94.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 21:20 | 15:56 | 15:56 | 18:10 | 23:28 | 27:44 | 07:32 | 05:34 |
 | Puck | 32 | 48.48% | 93.2 | 81.25% | +40.07% | +18.75% | -6.25% | -3.36% | 31:50 | 24:14 | 28:00 | 30:24 | 35:27 | 43:57 | 07:27 | 05:31 |
 | Tiny | 15 | 6.38% | 91.5 | 93.33% | +41.97% | -18.33% | +6.67% | 2.92% | 40:50 | 27:44 | 35:06 | 39:23 | 43:40 | 56:34 | 08:34 | 06:20 |
 | Lion | 3 | 25.00% | 89.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:21 | 37:42 | 37:42 | 37:56 | 42:26 | 42:26 | 04:44 | 03:30 |
 | Arc Warden | 6 | 85.71% | 88.1 | 66.67% | +66.67% | +33.33% | -66.67% | -27.52% | 24:32 | 16:24 | 23:50 | 24:31 | 27:28 | 29:44 | 03:38 | 02:41 |
 | Batrider | 87 | 72.50% | 86.4 | 64.37% | +40.13% | +21.99% | -9.82% | -4.07% | 27:03 | 13:28 | 22:25 | 26:13 | 30:14 | 52:59 | 07:49 | 05:47 |
 | Tusk | 29 | 12.55% | 84.7 | 75.86% | +36.26% | +24.14% | -18.72% | -3.14% | 42:50 | 25:24 | 35:29 | 42:49 | 49:07 | 1:13:19 | 13:38 | 10:05 |
 | Enigma | 37 | 52.11% | 83.1 | 62.16% | +9.22% | +15.62% | -17.72% | -2.53% | 29:32 | 11:47 | 21:04 | 29:28 | 34:15 | 52:15 | 13:11 | 09:45 |
 | Riki | 38 | 41.30% | 81.4 | 63.16% | +7.60% | +26.84% | -7.60% | -3.72% | 31:20 | 21:58 | 25:45 | 28:28 | 35:00 | 1:15:06 | 09:15 | 06:51 |
 | Invoker | 6 | 17.65% | 79.7 | 83.33% | +44.04% | +16.67% | +16.67% | 0.00% | 38:04 | 32:22 | 34:13 | 38:38 | 41:08 | 41:46 | 06:55 | 05:07 |
 | Rubick | 189 | 60.00% | 78.0 | 56.08% | +17.19% | +5.62% | +1.37% | -0.39% | 23:07 | 11:05 | 16:26 | 20:38 | 27:13 | 50:27 | 10:47 | 07:59 |
 | Keeper of the Light | 18 | 46.15% | 76.3 | 61.11% | -0.79% | +18.89% | +13.89% | -0.51% | 29:52 | 16:54 | 23:37 | 26:26 | 33:27 | 56:22 | 09:50 | 07:17 |
 | Death Prophet | 13 | 7.60% | 74.6 | 76.92% | +29.45% | +23.08% | -10.25% | 0.00% | 28:28 | 16:55 | 17:31 | 29:22 | 33:06 | 47:15 | 15:35 | 11:32 |
 | Crystal Maiden | 7 | 6.93% | 72.9 | 85.71% | +43.16% | +14.29% | +14.29% | 0.00% | 35:05 | 22:57 | 33:08 | 35:24 | 35:50 | 45:46 | 02:42 | 02:00 |
 | Tidehunter | 3 | 7.32% | 71.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 38:39 | 27:14 | 27:14 | 34:04 | 54:40 | 54:40 | 27:26 | 20:19 |
 | Pugna | 12 | 85.71% | 69.5 | 50.00% | -50.00% | +16.67% | -16.67% | -4.27% | 16:11 | 09:56 | 10:33 | 15:01 | 18:22 | 32:13 | 07:49 | 05:47 |
 | Vengeful Spirit | 3 | 50.00% | 67.8 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 26:06 | 24:26 | 24:26 | 24:58 | 28:55 | 28:55 | 04:29 | 03:19 |
 | Dragon Knight | 3 | 6.25% | 66.1 | 100.00% | +71.11% | 0.00% | 0.00% | 0.00% | 43:43 | 37:29 | 37:29 | 40:56 | 52:44 | 52:44 | 15:15 | 11:17 |
 | Earthshaker | 13 | 56.52% | 64.4 | 53.85% | -6.15% | +12.82% | -53.85% | -7.27% | 30:20 | 21:36 | 25:35 | 27:41 | 34:45 | 41:04 | 09:10 | 06:47 |
 | Beastmaster | 27 | 30.34% | 62.7 | 55.56% | +15.24% | +15.87% | -12.70% | -3.37% | 27:50 | 19:22 | 23:16 | 25:49 | 31:44 | 42:35 | 08:28 | 06:16 |
 | Zeus | 41 | 83.67% | 61.0 | 46.34% | +8.84% | -16.34% | -6.34% | 0.92% | 23:33 | 10:12 | 17:29 | 21:34 | 28:20 | 44:26 | 10:51 | 08:02 |
 | Warlock | 1 | 25.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Hoodwink | 32 | 34.78% | 57.6 | 50.00% | +16.67% | -12.50% | 0.00% | 1.17% | 29:31 | 14:26 | 24:01 | 27:26 | 34:42 | 44:44 | 10:41 | 07:54 |
 | Broodmother | 13 | 13.40% | 55.9 | 61.54% | +3.21% | -61.54% | +38.46% | 9.17% | 32:25 | 21:35 | 26:18 | 31:33 | 37:12 | 41:52 | 10:54 | 08:04 |
 | Doom | 48 | 68.57% | 54.2 | 41.67% | +9.85% | +16.66% | -16.67% | -7.14% | 25:25 | 13:29 | 21:53 | 23:55 | 26:33 | 50:12 | 04:40 | 03:27 |
 | Oracle | 1 | 20.00% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Pangolier | 14 | 9.59% | 50.8 | 57.14% | +1.08% | +17.86% | +42.86% | 2.47% | 42:33 | 32:42 | 36:07 | 40:22 | 46:15 | 1:02:12 | 10:08 | 07:30 |
 | Mars | 8 | 10.67% | 49.2 | 62.50% | +29.66% | -12.50% | -62.50% | -7.39% | 38:34 | 26:14 | 28:42 | 34:06 | 35:28 | 1:03:02 | 06:46 | 05:00 |
 | Ember Spirit | 7 | 4.46% | 47.5 | 71.43% | +20.10% | +28.57% | -21.43% | 0.00% | 43:24 | 28:42 | 29:07 | 37:24 | 51:47 | 1:01:50 | 22:40 | 16:47 |
 | Magnus | 27 | 51.92% | 45.8 | 40.74% | +4.74% | -12.17% | +2.12% | 2.27% | 25:52 | 15:25 | 21:39 | 24:48 | 27:57 | 38:45 | 06:18 | 04:40 |
 | Bane | 6 | 42.86% | 44.1 | 50.00% | +25.00% | 0.00% | -50.00% | -13.04% | 22:08 | 15:17 | 19:52 | 22:35 | 23:42 | 28:48 | 03:50 | 02:50 |
 | Snapfire | 17 | 10.49% | 42.4 | 52.94% | -2.23% | +22.06% | +22.06% | 0.00% | 38:40 | 21:16 | 34:50 | 39:41 | 41:09 | 1:04:22 | 06:19 | 04:40 |
 | Shadow Demon | 17 | 53.13% | 40.7 | 41.18% | +1.18% | +33.82% | -41.18% | -6.48% | 22:56 | 12:45 | 16:03 | 20:01 | 27:37 | 44:02 | 11:34 | 08:34 |
 | Dark Seer | 2 | 4.65% | 39.0 | 100.00% | +58.54% | 0.00% | 0.00% | 0.00% | 39:02 | 35:01 | 35:01 | 43:02 | 43:02 | 43:02 | 08:01 | 05:56 |
 | Timbersaw | 4 | 7.14% | 37.3 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Techies | 18 | 51.43% | 35.6 | 38.89% | -2.29% | +41.11% | -38.89% | -12.18% | 26:22 | 16:32 | 21:58 | 25:20 | 28:32 | 41:45 | 06:34 | 04:51 |
 | Primal Beast | 4 | 4.55% | 33.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 37:06 | 29:17 | 29:17 | 29:24 | 33:26 | 56:18 | 04:09 | 03:04 |
 | Void Spirit | 6 | 26.09% | 32.2 | 50.00% | +8.82% | -50.00% | +50.00% | 11.01% | 39:22 | 31:42 | 32:04 | 32:15 | 41:09 | 1:02:11 | 09:05 | 06:43 |
 | Venomancer | 1 | 11.11% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Outworld Destroyer | 5 | 41.67% | 28.8 | 40.00% | -31.43% | -40.00% | -40.00% | 0.00% | 26:42 | 19:33 | 19:33 | 26:19 | 28:56 | 37:23 | 09:23 | 06:57 |
 | Jakiro | 5 | 33.33% | 27.1 | 40.00% | +10.00% | -40.00% | -40.00% | 0.00% | 31:56 | 21:39 | 21:39 | 33:13 | 35:42 | 41:31 | 14:03 | 10:24 |
 | Underlord | 1 | 4.35% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Phantom Lancer | 2 | 18.18% | 23.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 36:57 | 31:28 | 31:28 | 42:25 | 42:25 | 42:25 | 10:57 | 08:06 |
 | Marci | 1 | 1.23% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Lina | 1 | 0.63% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.41% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Leshrac | 2 | 2.06% | 16.9 | 50.00% | -6.84% | -50.00% | 0.00% | 0.00% | 41:29 | 15:13 | 15:13 | 1:07:45 | 1:07:45 | 1:07:45 | 52:32 | 38:54 |
 | Centaur Warrunner | 1 | 1.82% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Lich | 2 | 22.22% | 13.6 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 38:21 | 37:39 | 37:39 | 39:02 | 39:02 | 39:02 | 01:23 | 01:01 |
 | Winter Wyvern | 1 | 50.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Legion Commander | 1 | 4.17% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Dazzle | 1 | 20.00% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 00:00 | 00:00 |
 | Mirana | 1 | 0.64% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Grimstroke | 1 | 16.67% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |
 | Silencer | 1 | 1.12% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Naga Siren | 1 | 1.35% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |