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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 | |
 | Force Staff | 967 | 12.01% | 59.8 | 53.57% | +6.97% | +3.45% | -1.92% | -0.59% | 27:45 | 11:19 | 22:26 | 27:01 | 31:33 | 60:00 | 06:45 |
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 | |
 | Elder Titan | 44 | 35.20% | 100.0 | 75.00% | +23.15% | +15.91% | +6.82% | -0.94% | 27:58 | 15:40 | 21:54 | 27:00 | 31:33 | 47:25 | 09:39 | 07:08 |
 | Ogre Magi | 10 | 27.78% | 98.7 | 80.00% | +33.85% | -13.33% | +20.00% | 2.92% | 28:45 | 20:10 | 22:16 | 27:04 | 33:41 | 44:58 | 11:25 | 08:27 |
 | Templar Assassin | 13 | 21.31% | 97.4 | 76.92% | +26.92% | +23.08% | -10.25% | -2.48% | 30:03 | 19:31 | 22:54 | 30:06 | 36:22 | 41:44 | 13:28 | 09:58 |
 | Sniper | 3 | 75.00% | 96.1 | 66.67% | -33.33% | +33.33% | 0.00% | -5.02% | 25:29 | 21:11 | 21:11 | 27:27 | 27:49 | 27:49 | 06:38 | 04:54 |
 | Crystal Maiden | 9 | 56.25% | 94.8 | 66.67% | +52.38% | -16.67% | -16.67% | 0.00% | 27:43 | 18:48 | 21:45 | 28:25 | 31:46 | 37:11 | 10:01 | 07:25 |
 | Medusa | 8 | 7.92% | 93.5 | 87.50% | +36.96% | +12.50% | -37.50% | 0.00% | 30:01 | 18:44 | 20:19 | 31:26 | 35:07 | 39:26 | 14:48 | 10:57 |
 | Lina | 26 | 24.30% | 92.2 | 65.38% | +17.23% | +6.05% | +34.62% | 5.18% | 26:39 | 15:46 | 22:19 | 25:19 | 27:50 | 45:19 | 05:31 | 04:05 |
 | Nyx Assassin | 33 | 25.78% | 90.9 | 63.64% | +11.01% | -1.14% | -26.14% | -2.02% | 26:58 | 18:21 | 20:20 | 24:54 | 32:41 | 47:17 | 12:21 | 09:08 |
 | Snapfire | 72 | 26.47% | 89.6 | 59.72% | +9.72% | +18.06% | -4.16% | -2.09% | 28:33 | 16:05 | 21:21 | 26:13 | 32:00 | 58:55 | 10:39 | 07:53 |
 | Ancient Apparition | 53 | 40.46% | 88.3 | 58.49% | -4.33% | -4.64% | -12.34% | -0.71% | 30:18 | 18:11 | 23:47 | 29:25 | 34:38 | 49:55 | 10:51 | 08:02 |
 | Witch Doctor | 19 | 33.93% | 87.0 | 63.16% | +30.73% | -23.16% | +16.84% | 3.37% | 30:19 | 20:34 | 21:59 | 29:46 | 33:51 | 47:10 | 11:52 | 08:47 |
 | Lion | 84 | 32.94% | 85.7 | 57.14% | +20.30% | +4.76% | -14.28% | -3.00% | 28:38 | 16:11 | 25:00 | 28:02 | 31:21 | 44:39 | 06:21 | 04:42 |
 | Centaur Warrunner | 23 | 8.78% | 84.4 | 69.57% | +19.36% | -2.90% | +13.76% | 0.00% | 28:04 | 18:14 | 23:19 | 26:21 | 32:03 | 42:19 | 08:44 | 06:28 |
 | Silencer | 1 | 33.33% | 83.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Grimstroke | 39 | 16.53% | 81.8 | 61.54% | +13.32% | -11.54% | +8.46% | 2.10% | 27:39 | 14:36 | 22:30 | 27:22 | 32:02 | 44:41 | 09:32 | 07:03 |
 | Tusk | 12 | 8.05% | 80.5 | 75.00% | +21.72% | -8.33% | -8.33% | 0.00% | 31:47 | 26:56 | 28:04 | 30:17 | 33:30 | 40:17 | 05:26 | 04:01 |
 | Drow Ranger | 23 | 71.88% | 79.2 | 52.17% | +18.84% | -2.17% | -18.84% | -4.29% | 23:22 | 15:38 | 20:34 | 22:36 | 24:27 | 37:27 | 03:53 | 02:52 |
 | Enchantress | 55 | 43.31% | 77.9 | 52.73% | -6.99% | -2.73% | -2.73% | 0.00% | 29:14 | 15:40 | 25:04 | 28:08 | 32:21 | 48:21 | 07:17 | 05:23 |
 | Abaddon | 17 | 12.50% | 76.6 | 64.71% | +19.33% | +10.29% | -39.71% | -7.87% | 26:10 | 16:56 | 21:51 | 24:14 | 28:12 | 41:34 | 06:21 | 04:42 |
 | Keeper of the Light | 13 | 56.52% | 75.3 | 53.85% | +13.85% | +12.82% | -20.52% | -5.42% | 23:07 | 15:38 | 18:45 | 21:31 | 24:54 | 34:57 | 06:09 | 04:33 |
 | Clockwerk | 35 | 39.33% | 74.0 | 51.43% | -0.42% | +4.13% | -18.10% | -3.12% | 28:05 | 18:25 | 24:16 | 27:28 | 31:23 | 45:54 | 07:07 | 05:16 |
 | Viper | 33 | 54.10% | 72.7 | 48.48% | -5.09% | +26.52% | -48.48% | -7.00% | 24:37 | 13:25 | 18:31 | 23:40 | 29:14 | 46:08 | 10:43 | 07:56 |
 | Shadow Demon | 12 | 21.82% | 71.4 | 58.33% | +14.14% | +8.34% | +8.34% | 0.00% | 32:16 | 22:46 | 24:23 | 27:15 | 36:51 | 50:37 | 12:28 | 09:14 |
 | Jakiro | 3 | 33.33% | 70.1 | 66.67% | 0.00% | +33.33% | 0.00% | -3.84% | 32:13 | 27:36 | 27:36 | 32:46 | 36:17 | 36:17 | 08:41 | 06:25 |
 | Venomancer | 15 | 50.00% | 68.8 | 46.67% | -6.66% | +3.33% | +3.33% | 0.00% | 23:39 | 11:34 | 17:16 | 18:48 | 27:16 | 47:25 | 10:00 | 07:24 |
 | Pudge | 3 | 30.00% | 67.5 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:37 | 27:44 | 27:44 | 29:14 | 31:52 | 31:52 | 04:08 | 03:03 |
 | Oracle | 7 | 6.48% | 66.2 | 71.43% | +20.93% | +28.57% | +28.57% | 0.00% | 25:52 | 21:12 | 21:24 | 22:38 | 28:13 | 34:56 | 06:49 | 05:02 |
 | Mirana | 29 | 24.58% | 64.9 | 44.83% | -6.86% | -16.26% | -16.26% | 0.00% | 28:26 | 16:22 | 21:45 | 27:54 | 33:22 | 47:11 | 11:37 | 08:36 |
 | Hoodwink | 5 | 13.89% | 63.6 | 60.00% | +24.52% | -60.00% | +40.00% | 27.15% | 33:33 | 25:36 | 25:36 | 26:53 | 29:17 | 60:00 | 03:41 | 02:43 |
 | Winter Wyvern | 5 | 13.51% | 62.3 | 60.00% | +16.25% | -60.00% | -60.00% | 0.00% | 28:47 | 23:11 | 23:11 | 28:11 | 31:52 | 33:45 | 08:41 | 06:25 |
 | Undying | 9 | 31.03% | 61.0 | 44.44% | +9.44% | +5.56% | +5.56% | 0.00% | 28:52 | 19:35 | 26:39 | 29:48 | 30:43 | 34:05 | 04:04 | 03:00 |
 | Legion Commander | 2 | 2.56% | 59.7 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 33:29 | 22:14 | 22:14 | 44:43 | 44:43 | 44:43 | 22:29 | 16:39 |
 | Warlock | 16 | 17.98% | 58.4 | 43.75% | -8.30% | -18.75% | +6.25% | 2.04% | 27:55 | 18:54 | 20:50 | 24:10 | 33:04 | 47:53 | 12:14 | 09:03 |
 | Axe | 2 | 2.50% | 57.1 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 22:45 | 20:17 | 20:17 | 25:12 | 25:12 | 25:12 | 04:55 | 03:38 |
 | Lich | 1 | 11.11% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Invoker | 10 | 11.90% | 54.5 | 50.00% | -2.70% | +16.67% | -50.00% | -18.35% | 21:38 | 17:17 | 18:35 | 19:41 | 22:13 | 33:31 | 03:38 | 02:41 |
 | Sand King | 11 | 15.49% | 53.2 | 45.45% | +3.78% | +21.22% | -45.45% | -18.96% | 22:45 | 18:49 | 19:49 | 23:00 | 23:20 | 32:35 | 03:31 | 02:36 |
 | Death Prophet | 7 | 6.54% | 51.9 | 57.14% | +11.14% | -57.14% | -7.14% | 0.00% | 26:30 | 20:40 | 22:10 | 23:21 | 28:16 | 36:06 | 06:06 | 04:31 |
 | Tidehunter | 18 | 19.15% | 50.6 | 38.89% | -13.74% | -18.89% | +11.11% | 4.52% | 24:25 | 17:23 | 20:55 | 22:55 | 27:33 | 33:03 | 06:38 | 04:54 |
 | Omniknight | 4 | 25.00% | 49.4 | 50.00% | -8.33% | -50.00% | -50.00% | 0.00% | 32:15 | 20:23 | 20:23 | 27:37 | 32:05 | 48:55 | 11:42 | 08:40 |
 | Alchemist | 1 | 6.25% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Treant Protector | 10 | 16.39% | 46.8 | 40.00% | -9.02% | -6.67% | +10.00% | 0.00% | 26:18 | 15:32 | 22:40 | 24:01 | 28:13 | 37:37 | 05:33 | 04:06 |
 | Dazzle | 6 | 42.86% | 45.5 | 33.33% | -16.67% | +16.67% | -33.33% | -8.52% | 23:04 | 17:59 | 18:32 | 22:39 | 24:24 | 30:43 | 05:52 | 04:20 |
 | Magnus | 7 | 12.28% | 44.2 | 42.86% | -15.14% | -42.86% | +57.14% | 0.00% | 25:49 | 18:05 | 20:49 | 26:20 | 27:05 | 32:30 | 06:16 | 04:38 |
 | Disruptor | 4 | 10.81% | 42.9 | 50.00% | -10.61% | -50.00% | +50.00% | 0.00% | 27:53 | 25:18 | 25:18 | 25:18 | 29:38 | 31:18 | 04:20 | 03:12 |
 | Techies | 2 | 25.00% | 41.6 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 29:43 | 29:41 | 29:41 | 29:44 | 29:44 | 29:44 | 00:03 | 00:02 |
 | Tiny | 42 | 17.65% | 40.3 | 26.19% | -26.36% | +19.26% | +3.81% | -3.51% | 27:31 | 19:02 | 25:31 | 27:19 | 29:55 | 36:51 | 04:24 | 03:15 |
 | Luna | 13 | 17.11% | 39.0 | 30.77% | -13.67% | +35.90% | -30.77% | -6.40% | 35:41 | 20:10 | 27:00 | 35:03 | 37:25 | 54:54 | 10:25 | 07:42 |
 | Gyrocopter | 12 | 12.00% | 37.7 | 33.33% | -15.53% | 0.00% | +33.34% | 5.17% | 26:05 | 16:21 | 22:26 | 26:06 | 28:53 | 37:51 | 06:27 | 04:46 |
 | Skywrath Mage | 5 | 15.63% | 36.4 | 40.00% | +2.96% | +60.00% | -40.00% | 0.00% | 25:24 | 20:34 | 20:34 | 24:13 | 27:38 | 30:36 | 07:04 | 05:14 |
 | Nature's Prophet | 1 | 2.04% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Puck | 3 | 1.47% | 33.8 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 19:04 | 14:47 | 14:47 | 20:02 | 22:24 | 22:24 | 07:37 | 05:38 |
 | Slardar | 1 | 1.37% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 1.23% | 31.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Rubick | 16 | 19.05% | 29.9 | 25.00% | -14.71% | 0.00% | 0.00% | 0.00% | 29:20 | 17:04 | 26:58 | 29:09 | 31:09 | 43:46 | 04:11 | 03:05 |
 | Phoenix | 4 | 3.08% | 28.6 | 50.00% | +10.32% | +50.00% | -50.00% | 0.00% | 18:07 | 15:49 | 15:49 | 16:38 | 19:37 | 20:25 | 03:48 | 02:48 |
 | Pugna | 2 | 8.00% | 27.3 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 18:28 | 17:54 | 17:54 | 19:02 | 19:02 | 19:02 | 01:08 | 00:50 |
 | Bane | 3 | 18.75% | 26.0 | 33.33% | -20.52% | +66.67% | 0.00% | -2.50% | 41:05 | 27:09 | 27:09 | 42:19 | 53:47 | 53:47 | 26:38 | 19:43 |
 | Terrorblade | 2 | 6.06% | 24.7 | 50.00% | +8.06% | -50.00% | 0.00% | 0.00% | 32:27 | 31:53 | 31:53 | 33:01 | 33:01 | 33:01 | 01:08 | 00:50 |
 | Bounty Hunter | 4 | 30.77% | 23.4 | 25.00% | -30.56% | -25.00% | +75.00% | 18.13% | 21:43 | 18:50 | 18:50 | 18:50 | 24:21 | 24:52 | 05:31 | 04:05 |
 | Razor | 2 | 4.00% | 22.1 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 12:40 | 11:19 | 11:19 | 14:01 | 14:01 | 14:01 | 02:42 | 02:00 |
 | Leshrac | 2 | 1.54% | 20.8 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 16:31 | 16:12 | 16:12 | 16:50 | 16:50 | 16:50 | 00:38 | 00:28 |
 | Necrophos | 4 | 9.76% | 19.5 | 25.00% | -34.46% | +75.00% | -25.00% | 0.00% | 19:59 | 15:28 | 15:28 | 17:33 | 22:09 | 24:44 | 06:41 | 04:57 |
 | Shadow Shaman | 4 | 9.52% | 18.2 | 25.00% | -22.37% | -25.00% | -25.00% | 0.00% | 25:09 | 22:12 | 22:12 | 23:00 | 26:10 | 29:13 | 03:58 | 02:56 |
 | Earth Spirit | 3 | 2.38% | 16.9 | 33.33% | -11.39% | -33.33% | 0.00% | 0.00% | 35:32 | 25:47 | 25:47 | 33:19 | 47:31 | 47:31 | 21:44 | 16:05 |
 | Batrider | 6 | 16.67% | 15.6 | 16.67% | -33.33% | +33.33% | -16.67% | 0.00% | 28:50 | 19:22 | 24:10 | 27:24 | 32:15 | 40:02 | 08:05 | 05:59 |
 | Dark Willow | 4 | 4.35% | 14.3 | 25.00% | -23.86% | +75.00% | -25.00% | 0.00% | 29:15 | 20:50 | 20:50 | 21:50 | 30:12 | 44:06 | 09:22 | 06:56 |
 | Underlord | 3 | 7.89% | 13.0 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 25:44 | 19:18 | 19:18 | 27:28 | 30:25 | 30:25 | 11:07 | 08:14 |
 | Bloodseeker | 3 | 4.76% | 11.7 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 25:02 | 16:36 | 16:36 | 27:39 | 30:51 | 30:51 | 14:15 | 10:33 |
 | Outworld Destroyer | 2 | 33.33% | 10.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:56 | 11:51 | 11:51 | 20:01 | 20:01 | 20:01 | 08:10 | 06:02 |
 | Io | 1 | 2.13% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Arc Warden | 3 | 21.43% | 7.8 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 28:38 | 22:56 | 22:56 | 28:23 | 34:36 | 34:36 | 11:40 | 08:38 |
 | Earthshaker | 2 | 20.00% | 6.5 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 37:14 | 35:39 | 35:39 | 38:49 | 38:49 | 38:49 | 03:10 | 02:20 |
 | Shadow Fiend | 2 | 15.38% | 5.2 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 36:32 | 34:22 | 34:22 | 38:42 | 38:42 | 38:42 | 04:20 | 03:12 |
 | Void Spirit | 1 | 0.69% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Windranger | 1 | 2.78% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Beastmaster | 1 | 1.25% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |