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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 | |
 | Aeon Disk | 1089 | 5.07% | 86.0 | 62.35% | +14.09% | -0.95% | -5.36% | -0.35% | 38:30 | 17:47 | 31:24 | 37:00 | 44:04 | 1:41:04 | 09:22 |
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 | |
 | Lion | 98 | 18.01% | 100.0 | 67.35% | +25.20% | -7.35% | -4.85% | 0.27% | 37:38 | 23:41 | 32:16 | 36:19 | 41:22 | 1:19:29 | 09:06 | 06:44 |
 | Oracle | 26 | 8.39% | 98.9 | 76.92% | +25.86% | +8.79% | -10.25% | -1.18% | 40:33 | 22:39 | 32:50 | 37:24 | 49:01 | 1:09:24 | 16:11 | 11:59 |
 | Pangolier | 42 | 14.00% | 97.8 | 71.43% | +24.53% | +10.39% | -21.43% | -3.90% | 35:52 | 23:11 | 31:09 | 34:34 | 39:19 | 1:06:53 | 08:10 | 06:02 |
 | Nyx Assassin | 53 | 11.80% | 96.7 | 69.81% | +17.28% | +14.81% | -15.96% | -2.30% | 41:02 | 25:47 | 32:39 | 40:32 | 46:02 | 1:18:16 | 13:23 | 09:54 |
 | Earthshaker | 6 | 3.61% | 95.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 45:06 | 37:35 | 39:21 | 41:32 | 51:16 | 52:44 | 11:55 | 08:49 |
 | Keeper of the Light | 12 | 5.77% | 94.4 | 83.33% | +31.80% | +16.67% | -16.66% | -2.02% | 40:26 | 29:03 | 29:58 | 36:11 | 46:26 | 1:03:20 | 16:28 | 12:11 |
 | Ancient Apparition | 28 | 9.62% | 93.3 | 71.43% | +17.44% | +14.28% | -28.57% | -3.09% | 41:57 | 26:42 | 33:41 | 40:18 | 47:34 | 1:07:19 | 13:53 | 10:17 |
 | Shadow Demon | 18 | 13.64% | 92.2 | 72.22% | +27.48% | +7.78% | +27.78% | 1.66% | 41:13 | 21:37 | 35:45 | 41:12 | 47:50 | 55:30 | 12:05 | 08:57 |
 | Venomancer | 7 | 7.22% | 91.1 | 85.71% | +43.49% | +14.29% | -35.71% | 0.00% | 33:48 | 24:28 | 26:05 | 31:42 | 40:33 | 45:20 | 14:28 | 10:42 |
 | Phoenix | 72 | 15.62% | 90.0 | 58.33% | +5.12% | +8.34% | -13.89% | -1.72% | 38:07 | 20:36 | 30:51 | 37:09 | 43:47 | 1:03:32 | 12:56 | 09:34 |
 | Puck | 119 | 18.71% | 88.9 | 55.46% | +1.49% | -8.79% | -5.46% | 0.30% | 31:42 | 18:49 | 25:21 | 30:08 | 36:24 | 55:43 | 11:03 | 08:11 |
 | Dark Seer | 25 | 14.20% | 87.8 | 64.00% | +16.98% | +2.67% | +19.33% | 1.36% | 36:58 | 23:40 | 29:50 | 35:01 | 42:07 | 1:08:07 | 12:17 | 09:05 |
 | Doom | 12 | 7.45% | 86.7 | 75.00% | +24.66% | -8.33% | +25.00% | 1.84% | 36:42 | 21:06 | 25:08 | 35:53 | 43:15 | 1:01:37 | 18:07 | 13:25 |
 | Leshrac | 26 | 9.12% | 85.6 | 65.38% | +19.43% | +6.05% | -32.05% | -3.48% | 36:12 | 19:00 | 31:16 | 37:07 | 42:12 | 50:52 | 10:56 | 08:05 |
 | Hoodwink | 18 | 10.91% | 84.4 | 66.67% | +16.33% | +13.33% | -16.67% | -2.69% | 34:51 | 17:47 | 28:34 | 34:15 | 39:44 | 59:14 | 11:10 | 08:16 |
 | Invoker | 14 | 6.06% | 83.3 | 71.43% | +17.97% | +28.57% | +28.57% | 0.00% | 43:23 | 32:32 | 39:42 | 43:01 | 46:51 | 56:03 | 07:09 | 05:17 |
 | Sand King | 29 | 16.11% | 82.2 | 58.62% | +12.26% | +27.09% | -15.76% | -4.02% | 34:48 | 19:24 | 29:06 | 34:59 | 39:46 | 48:31 | 10:40 | 07:54 |
 | Rubick | 26 | 8.61% | 81.1 | 61.54% | +19.51% | +9.89% | +5.13% | -0.38% | 40:07 | 23:52 | 34:46 | 39:20 | 47:20 | 55:03 | 12:34 | 09:18 |
 | Snapfire | 12 | 3.42% | 80.0 | 75.00% | +23.97% | -8.33% | -8.33% | 0.00% | 49:23 | 23:15 | 38:33 | 47:32 | 55:19 | 1:26:17 | 16:46 | 12:25 |
 | Brewmaster | 17 | 20.24% | 78.9 | 58.82% | +15.54% | +41.18% | -8.82% | -5.45% | 34:29 | 23:20 | 29:14 | 34:14 | 38:24 | 46:00 | 09:10 | 06:47 |
 | Shadow Shaman | 9 | 3.75% | 77.8 | 77.78% | +31.89% | +22.22% | -27.78% | 0.00% | 40:34 | 30:47 | 33:35 | 42:22 | 44:35 | 53:00 | 11:00 | 08:08 |
 | Death Prophet | 46 | 12.07% | 76.7 | 52.17% | +1.13% | -10.50% | +2.38% | 1.27% | 35:18 | 20:43 | 30:34 | 34:40 | 40:44 | 51:33 | 10:10 | 07:31 |
 | Tusk | 9 | 2.45% | 75.6 | 77.78% | +28.06% | -27.78% | -27.78% | 0.00% | 40:03 | 25:54 | 32:44 | 40:36 | 43:46 | 49:25 | 11:02 | 08:10 |
 | Grimstroke | 19 | 4.16% | 74.4 | 63.16% | +20.69% | -23.16% | +36.84% | 4.39% | 44:01 | 29:56 | 36:01 | 45:07 | 49:41 | 59:23 | 13:40 | 10:07 |
 | Dark Willow | 10 | 5.32% | 73.3 | 70.00% | +21.12% | +30.00% | -20.00% | -3.95% | 39:38 | 24:07 | 33:43 | 36:35 | 46:22 | 51:11 | 12:39 | 09:22 |
 | Bane | 2 | 8.33% | 72.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:17 | 35:00 | 35:00 | 35:33 | 35:33 | 35:33 | 00:33 | 00:24 |
 | Nature's Prophet | 6 | 2.97% | 71.1 | 83.33% | +32.82% | +16.67% | +16.67% | 0.00% | 44:16 | 26:38 | 30:01 | 30:15 | 55:53 | 1:11:35 | 25:52 | 19:09 |
 | Void Spirit | 40 | 8.10% | 70.0 | 52.50% | +6.91% | +17.50% | -22.50% | -3.61% | 36:53 | 25:09 | 30:22 | 34:47 | 41:26 | 56:37 | 11:04 | 08:11 |
 | Ember Spirit | 16 | 5.42% | 68.9 | 62.50% | +14.11% | -62.50% | +12.50% | 0.00% | 39:12 | 28:21 | 31:10 | 39:19 | 46:31 | 55:04 | 15:21 | 11:22 |
 | Winter Wyvern | 15 | 8.52% | 67.8 | 60.00% | +11.55% | -10.00% | +15.00% | 2.24% | 39:05 | 24:41 | 33:05 | 39:23 | 44:14 | 52:20 | 11:09 | 08:15 |
 | Queen of Pain | 3 | 2.65% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:01 | 34:10 | 34:10 | 43:09 | 45:44 | 45:44 | 11:34 | 08:34 |
 | Pugna | 11 | 23.40% | 65.6 | 54.55% | +23.99% | +45.45% | -21.22% | -9.62% | 34:12 | 26:52 | 29:02 | 33:32 | 35:58 | 50:57 | 06:56 | 05:08 |
 | Mirana | 12 | 3.40% | 64.4 | 66.67% | +15.35% | -33.34% | 0.00% | 2.57% | 40:34 | 28:02 | 32:31 | 38:39 | 45:28 | 55:45 | 12:57 | 09:35 |
 | Enigma | 5 | 4.27% | 63.3 | 80.00% | +30.89% | +20.00% | +20.00% | 0.00% | 40:46 | 30:57 | 30:57 | 32:12 | 39:51 | 1:09:18 | 08:54 | 06:35 |
 | Mars | 10 | 1.70% | 62.2 | 70.00% | +22.86% | +30.00% | -20.00% | 0.00% | 40:12 | 33:12 | 35:03 | 39:11 | 43:37 | 53:20 | 08:34 | 06:20 |
 | Earth Spirit | 13 | 3.16% | 61.1 | 61.54% | +17.68% | +38.46% | -28.21% | -3.51% | 44:20 | 24:04 | 34:14 | 40:58 | 53:14 | 1:08:49 | 19:00 | 14:04 |
 | Shadow Fiend | 2 | 4.35% | 60.0 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 43:40 | 36:02 | 36:02 | 51:18 | 51:18 | 51:18 | 15:16 | 11:18 |
 | Enchantress | 3 | 1.02% | 58.9 | 100.00% | +46.90% | 0.00% | 0.00% | 0.00% | 45:13 | 39:21 | 39:21 | 42:29 | 53:49 | 53:49 | 14:28 | 10:42 |
 | Elder Titan | 5 | 1.86% | 57.8 | 80.00% | +22.80% | +20.00% | +20.00% | 0.00% | 48:25 | 34:07 | 34:07 | 44:37 | 55:01 | 1:06:37 | 20:54 | 15:28 |
 | Batrider | 13 | 6.02% | 56.7 | 53.85% | +6.07% | +12.82% | +46.15% | 3.09% | 42:48 | 25:49 | 36:22 | 41:44 | 47:10 | 1:02:17 | 10:48 | 08:00 |
 | Windranger | 9 | 9.00% | 55.6 | 55.56% | +5.01% | -5.56% | -55.56% | -9.68% | 41:05 | 31:15 | 36:39 | 39:58 | 41:49 | 53:48 | 05:10 | 03:49 |
 | Razor | 6 | 4.69% | 54.4 | 66.67% | +8.47% | -16.67% | +33.33% | 7.77% | 33:30 | 28:54 | 28:58 | 30:15 | 35:24 | 46:03 | 06:26 | 04:45 |
 | Outworld Destroyer | 4 | 3.48% | 53.3 | 75.00% | +34.46% | +25.00% | +25.00% | 0.00% | 47:48 | 37:54 | 37:54 | 46:26 | 51:38 | 55:13 | 13:44 | 10:10 |
 | Underlord | 4 | 3.20% | 52.2 | 75.00% | +28.72% | +25.00% | -75.00% | 0.00% | 51:35 | 44:48 | 44:48 | 45:30 | 56:29 | 59:32 | 11:41 | 08:39 |
 | Axe | 6 | 2.93% | 51.1 | 66.67% | +24.96% | -16.67% | +33.33% | 0.00% | 44:35 | 34:56 | 35:04 | 37:38 | 46:57 | 1:07:38 | 11:53 | 08:48 |
 | Disruptor | 2 | 1.77% | 50.0 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 50:47 | 40:42 | 40:42 | 60:52 | 60:52 | 60:52 | 20:10 | 14:56 |
 | Kunkka | 2 | 1.75% | 48.9 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 43:17 | 42:38 | 42:38 | 43:55 | 43:55 | 43:55 | 01:17 | 00:57 |
 | Slardar | 2 | 1.64% | 47.8 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 1:04:28 | 37:44 | 37:44 | 1:31:12 | 1:31:12 | 1:31:12 | 53:28 | 39:36 |
 | Magnus | 2 | 1.63% | 46.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 27:50 | 25:29 | 25:29 | 30:10 | 30:10 | 30:10 | 04:41 | 03:28 |
 | Luna | 4 | 2.07% | 45.6 | 75.00% | +27.91% | +25.00% | -75.00% | 0.00% | 36:43 | 31:13 | 31:13 | 33:34 | 39:37 | 42:28 | 08:24 | 06:13 |
 | Io | 2 | 1.40% | 44.4 | 100.00% | +44.68% | 0.00% | 0.00% | 0.00% | 45:12 | 37:35 | 37:35 | 52:49 | 52:49 | 52:49 | 15:14 | 11:17 |
 | Necrophos | 6 | 13.95% | 43.3 | 50.00% | -9.46% | 0.00% | -50.00% | 0.00% | 35:16 | 21:58 | 33:22 | 33:51 | 38:03 | 47:40 | 04:41 | 03:28 |
 | Timbersaw | 13 | 4.21% | 42.2 | 46.15% | -5.54% | +20.52% | -12.82% | 0.00% | 40:32 | 29:38 | 34:32 | 39:40 | 45:14 | 1:01:11 | 10:42 | 07:55 |
 | Lina | 14 | 5.41% | 41.1 | 42.86% | -5.30% | -17.86% | +23.81% | 4.83% | 34:41 | 27:04 | 28:53 | 32:36 | 37:31 | 53:29 | 08:38 | 06:23 |
 | Tidehunter | 8 | 2.68% | 40.0 | 50.00% | -2.23% | -50.00% | 0.00% | 0.00% | 35:06 | 21:29 | 26:31 | 32:08 | 38:29 | 60:40 | 11:58 | 08:51 |
 | Clockwerk | 5 | 1.93% | 38.9 | 60.00% | +6.46% | +40.00% | -60.00% | 0.00% | 44:37 | 34:12 | 34:12 | 41:06 | 46:23 | 1:03:06 | 12:11 | 09:01 |
 | Beastmaster | 5 | 1.84% | 37.8 | 60.00% | +1.95% | +40.00% | -60.00% | 0.00% | 39:56 | 22:57 | 22:57 | 31:03 | 36:58 | 1:22:07 | 14:01 | 10:22 |
 | Riki | 3 | 3.06% | 36.7 | 66.67% | +25.62% | +33.33% | 0.00% | 0.00% | 44:25 | 30:34 | 30:34 | 40:35 | 1:02:05 | 1:02:05 | 31:31 | 23:20 |
 | Undying | 3 | 2.22% | 35.6 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 33:28 | 27:22 | 27:22 | 32:48 | 40:15 | 40:15 | 12:53 | 09:32 |
 | Jakiro | 1 | 2.70% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 2.63% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 2.27% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Crystal Maiden | 7 | 4.79% | 31.1 | 42.86% | -2.46% | +7.14% | -42.86% | -6.68% | 40:48 | 29:42 | 35:03 | 41:14 | 42:32 | 51:08 | 07:29 | 05:32 |
 | Centaur Warrunner | 3 | 0.96% | 30.0 | 66.67% | +15.54% | +33.33% | 0.00% | 0.00% | 42:13 | 34:23 | 34:23 | 43:54 | 48:23 | 48:23 | 14:00 | 10:22 |
 | Drow Ranger | 1 | 1.12% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 00:00 | 00:00 |
 | Weaver | 1 | 0.93% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.89% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Legion Commander | 1 | 0.67% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Monkey King | 4 | 1.64% | 24.4 | 50.00% | -2.08% | -50.00% | +50.00% | 0.00% | 47:50 | 39:43 | 39:43 | 48:15 | 50:52 | 52:31 | 11:09 | 08:15 |
 | Dragon Knight | 4 | 1.49% | 23.3 | 50.00% | +0.19% | +50.00% | -50.00% | 0.00% | 44:16 | 31:34 | 31:34 | 36:41 | 54:22 | 54:28 | 22:48 | 16:53 |
 | Terrorblade | 1 | 0.44% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Abaddon | 1 | 0.34% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 |
 | Broodmother | 6 | 6.45% | 20.0 | 33.33% | -20.69% | -33.33% | -33.33% | 0.00% | 40:14 | 28:28 | 32:31 | 38:40 | 46:26 | 54:14 | 13:55 | 10:18 |
 | Bloodseeker | 5 | 2.75% | 18.9 | 40.00% | -7.46% | -40.00% | +60.00% | 0.00% | 38:27 | 29:04 | 29:04 | 39:45 | 41:52 | 49:50 | 12:48 | 09:28 |
 | Storm Spirit | 5 | 1.86% | 17.8 | 40.00% | -10.38% | -40.00% | +60.00% | 0.00% | 43:37 | 30:01 | 30:01 | 38:09 | 57:10 | 60:19 | 27:09 | 20:06 |
 | Viper | 12 | 6.12% | 16.7 | 25.00% | -27.72% | +8.33% | -25.00% | -2.80% | 39:33 | 29:20 | 32:45 | 34:02 | 44:38 | 56:43 | 11:53 | 08:48 |
 | Gyrocopter | 2 | 1.12% | 15.6 | 50.00% | +5.93% | +50.00% | 0.00% | 0.00% | 36:57 | 32:10 | 32:10 | 41:43 | 41:43 | 41:43 | 09:33 | 07:04 |
 | Templar Assassin | 2 | 1.00% | 14.4 | 50.00% | -2.76% | +50.00% | 0.00% | 0.00% | 1:10:10 | 39:16 | 39:16 | 1:41:04 | 1:41:04 | 1:41:04 | 1:01:48 | 45:46 |
 | Tiny | 5 | 1.47% | 13.3 | 20.00% | -27.60% | -20.00% | +80.00% | 0.00% | 52:20 | 33:16 | 33:16 | 42:48 | 49:43 | 1:33:30 | 16:27 | 12:11 |
 | Skywrath Mage | 6 | 10.71% | 12.2 | 0.00% | -36.00% | 0.00% | 0.00% | 0.00% | 40:58 | 26:26 | 37:09 | 41:19 | 45:00 | 54:07 | 07:51 | 05:48 |
 | Ursa | 1 | 0.40% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Silencer | 1 | 10.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 0.53% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 0.68% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Warlock | 1 | 0.89% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 00:00 | 00:00 |
 | Sven | 1 | 1.25% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Zeus | 1 | 4.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 |
 | Omniknight | 1 | 4.35% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 0.55% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Medusa | 1 | 0.41% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 00:00 | 00:00 |