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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 | 3000 | 10.52% | 79.3 | 59.23% | +12.35% | -6.30% | +1.84% | 0.68% | 26:44 | 08:10 | 20:03 | 25:08 | 31:56 | 1:24:59 | 08:48 |
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 | |
 | Puck | 137 | 25.14% | 100.0 | 71.53% | +25.45% | +16.71% | -3.88% | -2.78% | 35:09 | 23:41 | 30:49 | 34:50 | 38:13 | 1:04:57 | 07:24 | 05:28 |
 | Bane | 409 | 60.86% | 98.7 | 67.97% | +27.67% | +6.54% | -7.19% | -2.41% | 24:54 | 13:07 | 21:11 | 23:46 | 26:53 | 58:05 | 05:42 | 04:13 |
 | Silencer | 7 | 5.88% | 97.4 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 32:45 | 24:25 | 29:46 | 33:24 | 33:49 | 39:53 | 04:03 | 03:00 |
 | Doom | 20 | 7.07% | 96.2 | 85.00% | +38.61% | +15.00% | +15.00% | 0.00% | 29:09 | 19:57 | 22:58 | 25:41 | 28:54 | 55:09 | 05:56 | 04:23 |
 | Lion | 21 | 11.73% | 94.9 | 80.95% | +36.65% | -0.95% | +19.05% | 0.00% | 31:12 | 20:56 | 25:16 | 31:30 | 35:09 | 45:44 | 09:53 | 07:19 |
 | Disruptor | 25 | 9.06% | 93.6 | 80.00% | +33.78% | +3.33% | +20.00% | 1.32% | 27:22 | 15:49 | 19:43 | 25:25 | 32:20 | 53:19 | 12:37 | 09:20 |
 | Witch Doctor | 8 | 13.79% | 92.3 | 87.50% | +39.50% | +12.50% | +12.50% | 0.00% | 33:58 | 27:20 | 29:52 | 31:46 | 37:31 | 40:17 | 07:39 | 05:40 |
 | Ancient Apparition | 5 | 7.46% | 91.0 | 100.00% | +58.06% | 0.00% | 0.00% | 0.00% | 41:24 | 21:29 | 21:29 | 45:08 | 47:59 | 50:23 | 26:30 | 19:37 |
 | Enigma | 81 | 29.45% | 89.7 | 66.67% | +9.97% | +8.33% | -21.67% | -2.30% | 26:40 | 08:10 | 19:21 | 24:14 | 32:23 | 60:16 | 13:02 | 09:39 |
 | Dark Seer | 9 | 7.83% | 88.5 | 88.89% | +41.72% | +11.11% | -38.89% | 0.00% | 32:19 | 11:50 | 26:34 | 32:35 | 37:44 | 42:44 | 11:10 | 08:16 |
 | Arc Warden | 14 | 73.68% | 87.2 | 64.29% | +44.29% | -14.29% | +2.38% | 2.90% | 26:44 | 19:19 | 23:49 | 25:49 | 29:34 | 34:32 | 05:45 | 04:15 |
 | Dazzle | 33 | 20.37% | 85.9 | 69.70% | +20.09% | +5.30% | -19.70% | -2.04% | 33:22 | 13:11 | 26:29 | 33:06 | 38:44 | 53:37 | 12:15 | 09:04 |
 | Vengeful Spirit | 28 | 30.11% | 84.6 | 67.86% | +21.71% | +3.57% | -10.72% | -1.44% | 29:59 | 19:33 | 24:44 | 28:03 | 34:41 | 52:27 | 09:57 | 07:22 |
 | Outworld Destroyer | 47 | 36.72% | 83.3 | 63.83% | +11.98% | +11.17% | -13.83% | -1.86% | 25:27 | 11:23 | 16:12 | 25:28 | 29:37 | 56:26 | 13:25 | 09:56 |
 | Earthshaker | 76 | 38.19% | 82.1 | 61.84% | +18.75% | +22.37% | -14.47% | -4.73% | 33:17 | 19:54 | 28:58 | 31:55 | 36:45 | 53:06 | 07:47 | 05:45 |
 | Tinker | 14 | 53.85% | 80.8 | 64.29% | +22.62% | +10.71% | -30.96% | -15.53% | 25:20 | 19:31 | 22:59 | 23:42 | 25:40 | 43:11 | 02:41 | 01:59 |
 | Grimstroke | 194 | 50.52% | 79.5 | 58.25% | +27.72% | +2.97% | -2.00% | -0.50% | 24:06 | 10:08 | 18:21 | 22:11 | 28:21 | 52:42 | 10:00 | 07:24 |
 | Shadow Demon | 167 | 63.98% | 78.2 | 55.69% | +3.56% | +13.36% | +1.45% | -1.63% | 21:27 | 11:34 | 17:05 | 20:18 | 24:23 | 43:29 | 07:18 | 05:24 |
 | Shadow Shaman | 85 | 40.87% | 76.9 | 57.65% | +19.44% | -5.27% | +23.30% | 2.64% | 21:50 | 12:16 | 15:53 | 19:45 | 26:43 | 46:53 | 10:50 | 08:01 |
 | Winter Wyvern | 57 | 21.03% | 75.6 | 61.40% | +17.94% | -25.69% | +17.17% | 2.67% | 28:52 | 11:36 | 20:27 | 28:06 | 36:29 | 51:47 | 16:02 | 11:52 |
 | Batrider | 178 | 63.57% | 74.4 | 54.49% | +16.25% | +7.73% | -9.04% | -2.23% | 28:15 | 12:45 | 24:20 | 27:26 | 31:52 | 49:04 | 07:32 | 05:34 |
 | Zeus | 121 | 59.90% | 73.1 | 54.55% | +17.51% | +8.78% | +8.78% | 0.00% | 24:50 | 11:48 | 17:59 | 23:53 | 29:40 | 53:56 | 11:41 | 08:39 |
 | Marci | 106 | 23.56% | 71.8 | 57.55% | +6.97% | +1.71% | +0.14% | -0.16% | 26:35 | 13:51 | 21:07 | 25:01 | 30:38 | 49:43 | 09:31 | 07:02 |
 | Oracle | 25 | 38.46% | 70.5 | 60.00% | +17.50% | -10.00% | +6.67% | 3.80% | 22:18 | 14:16 | 19:42 | 21:32 | 24:05 | 33:30 | 04:23 | 03:14 |
 | Ogre Magi | 62 | 21.09% | 69.2 | 58.06% | +11.08% | -8.06% | +8.61% | 2.67% | 26:03 | 16:42 | 22:59 | 25:22 | 29:13 | 40:34 | 06:14 | 04:37 |
 | Pangolier | 19 | 3.57% | 67.9 | 73.68% | +22.61% | -13.68% | -13.68% | 0.00% | 39:44 | 29:37 | 36:00 | 39:28 | 43:25 | 49:21 | 07:25 | 05:29 |
 | Pugna | 56 | 37.33% | 66.7 | 55.36% | +9.62% | -5.36% | +23.21% | 1.86% | 21:46 | 08:46 | 12:49 | 20:24 | 28:13 | 50:44 | 15:24 | 11:24 |
 | Keeper of the Light | 46 | 17.69% | 65.4 | 58.70% | +11.97% | -8.70% | +4.94% | 1.16% | 30:23 | 16:00 | 24:10 | 29:07 | 35:54 | 1:13:00 | 11:44 | 08:41 |
 | Hoodwink | 169 | 55.23% | 64.1 | 50.30% | +12.34% | +11.60% | -2.68% | -2.43% | 22:17 | 13:17 | 18:25 | 21:12 | 24:18 | 48:22 | 05:53 | 04:21 |
 | Void Spirit | 32 | 9.73% | 62.8 | 62.50% | +22.77% | +12.50% | +12.50% | 0.00% | 38:17 | 26:49 | 32:38 | 35:42 | 43:59 | 59:28 | 11:21 | 08:24 |
 | Jakiro | 51 | 28.65% | 61.5 | 52.94% | +18.29% | -14.48% | +0.91% | 1.29% | 27:17 | 12:09 | 20:27 | 23:47 | 32:21 | 52:07 | 11:54 | 08:48 |
 | Death Prophet | 35 | 6.10% | 60.3 | 60.00% | +11.21% | -15.56% | +17.78% | 2.10% | 26:49 | 10:15 | 18:38 | 25:25 | 34:30 | 56:59 | 15:52 | 11:45 |
 | Dark Willow | 26 | 16.67% | 59.0 | 57.69% | +15.38% | +28.02% | +8.98% | -2.07% | 30:49 | 18:07 | 25:47 | 29:43 | 35:00 | 49:23 | 09:13 | 06:49 |
 | Beastmaster | 31 | 8.73% | 57.7 | 58.06% | +2.20% | -20.56% | +16.94% | 3.39% | 32:41 | 15:09 | 26:36 | 32:19 | 37:39 | 56:10 | 11:03 | 08:11 |
 | Rubick | 235 | 71.65% | 56.4 | 43.83% | +7.27% | +1.93% | +5.32% | 0.50% | 20:14 | 11:38 | 15:52 | 17:52 | 22:41 | 57:13 | 06:49 | 05:02 |
 | Omniknight | 13 | 15.66% | 55.1 | 61.54% | +25.83% | +5.13% | +5.13% | 0.00% | 30:06 | 19:47 | 23:12 | 28:07 | 36:21 | 41:53 | 13:09 | 09:44 |
 | Undying | 4 | 1.30% | 53.8 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 37:38 | 29:17 | 29:17 | 31:00 | 41:33 | 48:43 | 12:16 | 09:05 |
 | Magnus | 27 | 33.33% | 52.6 | 48.15% | +1.85% | +8.99% | -5.29% | -1.05% | 28:32 | 15:41 | 20:20 | 27:55 | 33:53 | 48:03 | 13:33 | 10:02 |
 | Sand King | 12 | 4.74% | 51.3 | 66.67% | +17.29% | 0.00% | +33.33% | 0.00% | 29:40 | 13:59 | 24:13 | 27:39 | 31:39 | 54:35 | 07:26 | 05:30 |
 | Dragon Knight | 10 | 3.50% | 50.0 | 70.00% | +23.26% | -3.33% | -20.00% | -1.19% | 40:55 | 11:01 | 35:57 | 41:04 | 49:56 | 54:26 | 13:59 | 10:21 |
 | Timbersaw | 6 | 2.08% | 48.7 | 83.33% | +34.57% | +16.67% | -83.33% | 0.00% | 37:15 | 23:19 | 26:15 | 29:29 | 48:10 | 50:17 | 21:55 | 16:14 |
 | Nyx Assassin | 6 | 2.05% | 47.4 | 83.33% | +29.32% | -33.33% | +16.67% | 1.95% | 40:06 | 18:49 | 25:53 | 33:48 | 51:31 | 1:01:50 | 25:38 | 18:59 |
 | Techies | 23 | 50.00% | 46.2 | 43.48% | +21.74% | -10.15% | +6.52% | 2.42% | 25:53 | 16:54 | 21:51 | 24:15 | 28:45 | 44:09 | 06:54 | 05:06 |
 | Phantom Lancer | 17 | 15.45% | 44.9 | 52.94% | +5.63% | -27.94% | -2.94% | 2.20% | 32:16 | 19:48 | 25:13 | 32:19 | 36:35 | 48:52 | 11:22 | 08:25 |
 | Legion Commander | 3 | 2.16% | 43.6 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 33:25 | 23:11 | 23:11 | 31:49 | 45:16 | 45:16 | 22:05 | 16:21 |
 | Skywrath Mage | 43 | 25.90% | 42.3 | 44.19% | +6.79% | +1.26% | -16.92% | -2.04% | 24:16 | 15:11 | 19:15 | 22:44 | 28:11 | 44:18 | 08:56 | 06:37 |
 | Chaos Knight | 16 | 6.25% | 41.0 | 56.25% | +5.00% | -56.25% | +43.75% | 0.00% | 30:02 | 21:06 | 23:47 | 29:04 | 35:28 | 41:43 | 11:41 | 08:39 |
 | Invoker | 16 | 5.90% | 39.7 | 56.25% | +11.15% | -6.25% | -31.25% | -3.25% | 37:00 | 22:05 | 30:08 | 35:14 | 37:49 | 1:03:14 | 07:41 | 05:41 |
 | Crystal Maiden | 15 | 10.64% | 38.5 | 53.33% | +7.30% | -3.33% | -3.33% | 0.00% | 26:16 | 14:43 | 20:54 | 25:10 | 31:10 | 43:52 | 10:16 | 07:36 |
 | Abaddon | 10 | 5.62% | 37.2 | 60.00% | +7.02% | +40.00% | -10.00% | -17.24% | 28:46 | 23:09 | 26:57 | 29:04 | 29:51 | 36:35 | 02:54 | 02:08 |
 | Weaver | 14 | 2.89% | 35.9 | 57.14% | +9.27% | +42.86% | -23.81% | 0.00% | 42:44 | 31:21 | 33:29 | 39:19 | 49:41 | 1:06:04 | 16:12 | 12:00 |
 | Lina | 21 | 6.82% | 34.6 | 47.62% | -1.51% | +32.38% | -27.62% | -12.37% | 13:41 | 09:35 | 10:28 | 11:16 | 15:19 | 30:57 | 04:51 | 03:35 |
 | Bounty Hunter | 3 | 14.29% | 33.3 | 66.67% | +27.78% | +33.33% | 0.00% | -1.27% | 31:38 | 20:50 | 20:50 | 26:57 | 47:07 | 47:07 | 26:17 | 19:28 |
 | Windranger | 4 | 3.88% | 32.1 | 75.00% | +24.49% | +25.00% | -75.00% | 0.00% | 38:34 | 27:09 | 27:09 | 30:04 | 43:01 | 54:00 | 15:52 | 11:45 |
 | Mars | 7 | 0.92% | 30.8 | 71.43% | +23.56% | +28.57% | -21.43% | 0.00% | 35:37 | 28:37 | 30:48 | 34:15 | 38:02 | 43:24 | 07:14 | 05:21 |
 | Venomancer | 7 | 7.22% | 29.5 | 57.14% | +4.92% | +42.86% | +42.86% | 0.00% | 34:02 | 22:59 | 29:19 | 33:23 | 36:22 | 48:07 | 07:03 | 05:13 |
 | Ursa | 2 | 1.19% | 28.2 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 50:19 | 45:08 | 45:08 | 55:30 | 55:30 | 55:30 | 10:22 | 07:40 |
 | Tusk | 13 | 3.60% | 26.9 | 46.15% | -2.70% | +53.85% | -12.82% | -7.14% | 38:29 | 27:06 | 32:25 | 39:32 | 41:45 | 51:17 | 09:20 | 06:54 |
 | Tidehunter | 2 | 0.61% | 25.6 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 31:38 | 28:35 | 28:35 | 34:40 | 34:40 | 34:40 | 06:05 | 04:30 |
 | Ember Spirit | 4 | 0.70% | 24.4 | 75.00% | +25.61% | +25.00% | -75.00% | 0.00% | 45:12 | 34:28 | 34:28 | 43:49 | 45:49 | 56:41 | 11:21 | 08:24 |
 | Queen of Pain | 7 | 1.42% | 23.1 | 57.14% | +7.66% | -7.14% | -7.14% | 0.00% | 38:15 | 30:14 | 30:56 | 37:24 | 39:03 | 52:48 | 08:07 | 06:00 |
 | Tiny | 7 | 0.91% | 21.8 | 57.14% | +6.94% | -7.14% | -7.14% | 0.00% | 40:20 | 30:55 | 34:59 | 40:26 | 41:36 | 51:51 | 06:37 | 04:54 |
 | Broodmother | 10 | 7.69% | 20.5 | 40.00% | -8.33% | -6.67% | +60.00% | 0.00% | 28:42 | 15:55 | 22:28 | 24:47 | 31:13 | 48:42 | 08:45 | 06:28 |
 | Lich | 12 | 11.32% | 19.2 | 33.33% | -7.10% | 0.00% | -33.33% | -3.27% | 34:36 | 20:52 | 25:26 | 29:38 | 35:38 | 1:24:59 | 10:12 | 07:33 |
 | Axe | 1 | 2.00% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Luna | 3 | 1.17% | 16.7 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 35:09 | 29:36 | 29:36 | 32:04 | 43:46 | 43:46 | 14:10 | 10:29 |
 | Leshrac | 7 | 2.37% | 15.4 | 42.86% | -7.49% | +7.14% | -42.86% | 0.00% | 31:35 | 24:26 | 25:38 | 33:11 | 33:37 | 41:11 | 07:59 | 05:54 |
 | Centaur Warrunner | 1 | 1.05% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:58 | 52:58 | 52:58 | 52:58 | 52:58 | 52:58 | 00:00 | 00:00 |
 | Pudge | 4 | 2.76% | 12.8 | 50.00% | -5.32% | -50.00% | +50.00% | 0.00% | 32:46 | 20:56 | 20:56 | 28:50 | 35:56 | 45:21 | 15:00 | 11:06 |
 | Warlock | 1 | 0.93% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Primal Beast | 1 | 0.65% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.54% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:15 | 53:15 | 53:15 | 53:15 | 53:15 | 53:15 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.43% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Mirana | 1 | 0.31% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.22% | 5.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Snapfire | 11 | 1.57% | 3.8 | 27.27% | -21.93% | +6.06% | -27.27% | 0.00% | 39:20 | 28:53 | 32:59 | 41:17 | 43:30 | 49:20 | 10:31 | 07:47 |
 | Earth Spirit | 3 | 1.71% | 2.6 | 33.33% | -19.58% | +66.67% | 0.00% | 0.00% | 45:47 | 29:40 | 29:40 | 50:42 | 56:59 | 56:59 | 27:19 | 20:14 |
 | Kunkka | 1 | 0.23% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |