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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 | |
 | Fluffy Hat | 1147 | 27.31% | 67.5 | 51.87% | +12.32% | -1.70% | +1.79% | 0.26% | 16:33 | -01:29 | 09:00 | 15:03 | 22:33 | 52:31 | 10:02 |
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 | |
 | Drow Ranger | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:58 | 15:35 | 15:35 | 28:21 | 28:21 | 28:21 | 12:46 | 09:27 |
 | Ancient Apparition | 3 | 42.86% | 98.9 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 15:22 | 02:00 | 02:00 | 16:04 | 28:02 | 28:02 | 26:02 | 19:17 |
 | Ogre Magi | 17 | 70.83% | 97.8 | 82.35% | +25.21% | -7.35% | -7.35% | 0.00% | 15:12 | 08:55 | 11:46 | 14:57 | 16:49 | 25:26 | 05:03 | 03:44 |
 | Lone Druid | 3 | 25.00% | 96.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 08:34 | 07:00 | 07:00 | 07:02 | 11:39 | 11:39 | 04:39 | 03:26 |
 | Abaddon | 8 | 50.00% | 95.7 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 19:49 | 11:34 | 12:47 | 14:00 | 25:11 | 32:57 | 12:24 | 09:11 |
 | Disruptor | 9 | 69.23% | 94.6 | 66.67% | +16.67% | -16.67% | +33.33% | 5.49% | 19:10 | 07:37 | 13:45 | 17:09 | 22:51 | 32:36 | 09:06 | 06:44 |
 | Luna | 11 | 39.29% | 93.5 | 72.73% | +2.14% | -39.40% | -6.06% | 6.74% | 29:20 | 18:47 | 25:40 | 27:56 | 30:37 | 47:51 | 04:57 | 03:40 |
 | Templar Assassin | 12 | 23.08% | 92.4 | 75.00% | +25.00% | -41.67% | -8.33% | 5.92% | 27:51 | 21:13 | 23:16 | 26:32 | 28:54 | 41:01 | 05:38 | 04:10 |
 | Elder Titan | 3 | 75.00% | 91.3 | 66.67% | +66.67% | +33.33% | 0.00% | -3.02% | 13:39 | 08:35 | 08:35 | 12:45 | 19:38 | 19:38 | 11:03 | 08:11 |
 | Dazzle | 25 | 78.13% | 90.2 | 60.00% | +17.14% | +23.33% | -10.00% | -3.18% | 16:58 | 04:37 | 11:31 | 16:38 | 21:59 | 28:26 | 10:28 | 07:45 |
 | Warlock | 30 | 50.00% | 89.1 | 63.33% | +26.66% | +24.17% | -20.47% | -4.26% | 18:12 | -01:29 | 11:14 | 17:40 | 21:43 | 41:28 | 10:29 | 07:45 |
 | Bane | 20 | 47.62% | 88.0 | 65.00% | +1.36% | -5.00% | -5.00% | 0.00% | 17:14 | -01:29 | 11:21 | 13:50 | 19:16 | 36:03 | 07:55 | 05:51 |
 | Tusk | 6 | 18.75% | 87.0 | 83.33% | +29.48% | -33.33% | +16.67% | 3.99% | 30:13 | 13:35 | 24:44 | 27:13 | 37:16 | 44:43 | 12:32 | 09:17 |
 | Lina | 3 | 12.00% | 85.9 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 27:51 | 08:33 | 08:33 | 32:53 | 42:07 | 42:07 | 33:34 | 24:51 |
 | Tiny | 84 | 43.08% | 84.8 | 58.33% | +7.88% | -1.19% | -10.71% | -1.52% | 22:50 | 09:28 | 18:48 | 22:32 | 25:04 | 34:31 | 06:16 | 04:38 |
 | Monkey King | 48 | 57.14% | 83.7 | 56.25% | +17.36% | -6.25% | -22.92% | -3.89% | 08:15 | 01:38 | 05:58 | 07:20 | 10:15 | 15:56 | 04:17 | 03:10 |
 | Snapfire | 47 | 45.19% | 82.6 | 57.45% | +6.57% | +9.22% | +0.88% | -0.87% | 16:19 | 04:40 | 10:55 | 14:57 | 20:28 | 37:25 | 09:33 | 07:04 |
 | Io | 15 | 42.86% | 81.5 | 60.00% | +15.00% | -35.00% | +40.00% | 7.65% | 18:40 | 07:41 | 12:03 | 20:42 | 21:51 | 29:35 | 09:48 | 07:15 |
 | Clockwerk | 54 | 53.47% | 80.4 | 53.70% | +2.64% | -3.70% | +15.53% | 1.89% | 17:30 | 08:24 | 11:55 | 15:32 | 22:07 | 39:38 | 10:12 | 07:33 |
 | Chen | 4 | 28.57% | 79.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 22:37 | 13:19 | 13:19 | 17:08 | 29:22 | 30:37 | 16:03 | 11:53 |
 | Doom | 12 | 20.00% | 78.3 | 66.67% | +18.75% | 0.00% | 0.00% | 0.00% | 24:25 | 07:13 | 18:38 | 25:05 | 28:03 | 37:39 | 09:25 | 06:58 |
 | Pugna | 11 | 64.71% | 77.2 | 54.55% | +21.22% | -21.22% | -21.22% | 0.00% | 13:34 | 08:40 | 11:31 | 12:01 | 13:36 | 28:23 | 02:05 | 01:32 |
 | Batrider | 9 | 23.68% | 76.1 | 66.67% | +14.95% | +33.33% | -16.67% | -6.76% | 28:50 | 20:42 | 24:12 | 29:01 | 31:36 | 40:13 | 07:24 | 05:28 |
 | Phoenix | 14 | 41.18% | 75.0 | 57.14% | -2.86% | -7.14% | +9.53% | 1.87% | 17:54 | 06:13 | 13:32 | 16:18 | 22:28 | 30:36 | 08:56 | 06:37 |
 | Viper | 31 | 52.54% | 73.9 | 51.61% | +15.90% | -1.61% | +10.89% | 0.81% | 19:50 | 04:12 | 09:22 | 18:33 | 24:53 | 51:05 | 15:31 | 11:29 |
 | Nyx Assassin | 20 | 71.43% | 72.8 | 50.00% | 0.00% | +10.00% | -10.00% | -2.45% | 12:32 | -01:29 | 08:59 | 10:35 | 17:09 | 23:21 | 08:10 | 06:02 |
 | Zeus | 12 | 14.81% | 71.7 | 66.67% | +23.19% | 0.00% | -33.34% | -2.60% | 20:54 | 07:31 | 12:09 | 18:12 | 24:58 | 37:10 | 12:49 | 09:29 |
 | Treant Protector | 20 | 40.00% | 70.7 | 55.00% | +1.67% | +5.00% | +5.00% | 0.00% | 15:26 | 02:32 | 07:58 | 13:43 | 16:19 | 38:15 | 08:21 | 06:11 |
 | Enchantress | 71 | 94.67% | 69.6 | 45.07% | +20.07% | -6.18% | -0.63% | 0.53% | 11:24 | -01:29 | 06:07 | 09:21 | 16:30 | 33:42 | 10:23 | 07:41 |
 | Marci | 22 | 16.06% | 68.5 | 59.09% | +11.26% | -9.09% | +0.91% | 0.91% | 21:03 | 07:45 | 15:00 | 18:32 | 25:58 | 43:10 | 10:58 | 08:07 |
 | Winter Wyvern | 21 | 21.65% | 67.4 | 57.14% | +3.19% | +2.86% | +2.86% | 0.00% | 18:39 | 07:22 | 11:34 | 15:42 | 22:22 | 39:18 | 10:48 | 08:00 |
 | Terrorblade | 9 | 16.07% | 66.3 | 66.67% | +17.73% | +33.33% | -16.67% | 0.00% | 21:17 | 02:35 | 07:34 | 23:33 | 28:32 | 29:52 | 20:58 | 15:31 |
 | Dawnbreaker | 37 | 25.00% | 65.2 | 51.35% | +9.01% | +4.21% | +4.21% | 0.00% | 13:26 | 03:13 | 08:39 | 13:35 | 16:09 | 29:21 | 07:30 | 05:33 |
 | Rubick | 17 | 35.42% | 64.1 | 52.94% | +7.78% | +22.06% | -52.94% | -6.69% | 18:58 | 06:21 | 10:18 | 16:34 | 21:31 | 47:51 | 11:13 | 08:18 |
 | Mirana | 13 | 36.11% | 63.0 | 53.85% | -2.67% | +46.15% | -53.85% | -12.45% | 20:57 | 14:00 | 14:35 | 19:28 | 22:37 | 34:00 | 08:02 | 05:57 |
 | Ember Spirit | 55 | 71.43% | 62.0 | 43.64% | -33.63% | -0.78% | -7.93% | -1.77% | 08:17 | 03:34 | 05:33 | 06:47 | 09:36 | 30:30 | 04:03 | 03:00 |
 | Windranger | 12 | 46.15% | 60.9 | 50.00% | +7.14% | +16.67% | -50.00% | -4.26% | 23:06 | 05:42 | 10:22 | 19:22 | 26:01 | 50:29 | 15:39 | 11:35 |
 | Pangolier | 33 | 60.00% | 59.8 | 42.42% | -12.13% | -17.42% | -4.92% | 3.04% | 06:51 | 03:22 | 04:35 | 07:00 | 08:42 | 13:49 | 04:07 | 03:02 |
 | Brewmaster | 2 | 6.67% | 58.7 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 22:09 | 13:55 | 13:55 | 30:22 | 30:22 | 30:22 | 16:27 | 12:11 |
 | Skywrath Mage | 14 | 31.82% | 57.6 | 50.00% | +30.00% | 0.00% | -16.67% | -2.35% | 19:49 | 12:19 | 15:33 | 16:40 | 22:38 | 37:28 | 07:05 | 05:14 |
 | Medusa | 4 | 11.43% | 56.5 | 75.00% | +33.06% | +25.00% | +25.00% | 0.00% | 31:52 | 26:41 | 26:41 | 27:54 | 28:35 | 44:17 | 01:54 | 01:24 |
 | Grimstroke | 15 | 39.47% | 55.4 | 46.67% | +16.24% | +3.33% | +3.33% | 0.00% | 19:17 | -01:29 | 11:25 | 17:06 | 21:05 | 48:01 | 09:40 | 07:09 |
 | Razor | 38 | 42.70% | 54.3 | 42.11% | -10.83% | -12.11% | -19.89% | -2.94% | 08:22 | 01:06 | 06:08 | 07:37 | 08:47 | 29:45 | 02:39 | 01:57 |
 | Witch Doctor | 5 | 83.33% | 53.3 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 11:32 | 04:58 | 04:58 | 13:38 | 15:06 | 17:36 | 10:08 | 07:30 |
 | Lifestealer | 7 | 21.88% | 52.2 | 57.14% | -10.86% | -7.14% | -7.14% | 0.00% | 10:18 | 03:29 | 07:16 | 12:08 | 12:56 | 14:15 | 05:40 | 04:11 |
 | Jakiro | 24 | 77.42% | 51.1 | 37.50% | -19.64% | -4.17% | +12.50% | 1.71% | 18:31 | 08:06 | 12:53 | 15:44 | 22:38 | 39:27 | 09:45 | 07:13 |
 | Keeper of the Light | 30 | 51.72% | 50.0 | 40.00% | -13.57% | +10.00% | -11.43% | -3.71% | 14:26 | 04:16 | 10:54 | 13:37 | 16:41 | 33:11 | 05:47 | 04:17 |
 | Hoodwink | 22 | 45.83% | 48.9 | 40.91% | -9.09% | +42.42% | -20.91% | -4.87% | 18:41 | -01:29 | 12:50 | 14:55 | 25:50 | 46:09 | 13:00 | 09:37 |
 | Chaos Knight | 4 | 7.55% | 47.8 | 75.00% | +32.14% | -75.00% | +25.00% | 0.00% | 03:59 | 03:38 | 03:38 | 03:58 | 04:01 | 04:19 | 00:23 | 00:17 |
 | Sniper | 7 | 58.33% | 46.7 | 42.86% | -17.14% | +7.14% | +7.14% | 0.00% | 30:44 | 22:25 | 26:50 | 28:31 | 30:20 | 46:32 | 03:30 | 02:35 |
 | Weaver | 11 | 25.00% | 45.7 | 45.45% | +9.09% | -45.45% | +21.22% | 12.16% | 14:56 | 04:14 | 07:31 | 11:02 | 13:00 | 42:23 | 05:29 | 04:03 |
 | Slark | 2 | 50.00% | 44.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 03:56 | 02:35 | 02:35 | 05:17 | 05:17 | 05:17 | 02:42 | 02:00 |
 | Necrophos | 3 | 12.00% | 43.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 10:13 | 02:56 | 02:56 | 10:57 | 16:46 | 16:46 | 13:50 | 10:14 |
 | Centaur Warrunner | 1 | 9.09% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Puck | 4 | 2.48% | 41.3 | 75.00% | +18.95% | +25.00% | +25.00% | 0.00% | 32:31 | 26:19 | 26:19 | 27:56 | 34:57 | 40:52 | 08:38 | 06:23 |
 | Death Prophet | 6 | 12.00% | 40.2 | 50.00% | -4.55% | 0.00% | -50.00% | -21.90% | 08:50 | 06:36 | 06:46 | 07:00 | 09:03 | 16:10 | 02:17 | 01:41 |
 | Undying | 6 | 54.55% | 39.1 | 33.33% | -46.67% | +66.67% | -33.33% | -17.86% | 14:24 | 08:36 | 11:12 | 13:09 | 16:48 | 21:12 | 05:36 | 04:08 |
 | Crystal Maiden | 24 | 75.00% | 38.0 | 25.00% | 0.00% | +8.33% | +8.33% | 0.00% | 11:27 | -01:29 | 08:32 | 12:19 | 13:44 | 18:33 | 05:12 | 03:51 |
 | Techies | 3 | 60.00% | 37.0 | 33.33% | -16.67% | +66.67% | 0.00% | -17.02% | 19:36 | 17:58 | 17:58 | 18:58 | 21:53 | 21:53 | 03:55 | 02:54 |
 | Timbersaw | 3 | 4.92% | 35.9 | 66.67% | +32.19% | +33.33% | 0.00% | 0.00% | 21:49 | 08:02 | 08:02 | 27:45 | 29:41 | 29:41 | 21:39 | 16:02 |
 | Lich | 9 | 90.00% | 34.8 | 22.22% | +22.22% | +77.78% | -22.22% | -8.50% | 11:28 | -00:43 | 04:45 | 09:17 | 16:31 | 23:46 | 11:46 | 08:42 |
 | Enigma | 3 | 3.95% | 33.7 | 66.67% | +9.14% | +33.33% | 0.00% | 0.00% | 27:48 | 18:46 | 18:46 | 29:42 | 34:55 | 34:55 | 16:09 | 11:57 |
 | Venomancer | 6 | 37.50% | 32.6 | 33.33% | -36.67% | -33.33% | -33.33% | 0.00% | 16:36 | 07:58 | 15:37 | 16:13 | 19:32 | 23:04 | 03:55 | 02:54 |
 | Underlord | 1 | 3.45% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Shadow Shaman | 10 | 32.26% | 30.4 | 30.00% | -17.62% | +3.33% | +70.00% | 0.00% | 12:03 | -01:29 | -01:29 | 07:09 | 20:00 | 46:04 | 21:29 | 15:54 |
 | Nature's Prophet | 4 | 7.69% | 29.3 | 50.00% | -4.17% | -50.00% | -50.00% | 0.00% | 23:36 | 14:38 | 14:38 | 19:30 | 29:42 | 30:33 | 15:04 | 11:09 |
 | Vengeful Spirit | 2 | 20.00% | 28.3 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 08:24 | 00:58 | 00:58 | 15:49 | 15:49 | 15:49 | 14:51 | 11:00 |
 | Oracle | 2 | 20.00% | 27.2 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 13:10 | 12:49 | 12:49 | 13:30 | 13:30 | 13:30 | 00:41 | 00:30 |
 | Mars | 1 | 1.41% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 14.29% | 25.0 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 27:48 | 27:20 | 27:20 | 28:16 | 28:16 | 28:16 | 00:56 | 00:41 |
 | Void Spirit | 1 | 1.30% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Dragon Knight | 6 | 12.00% | 22.8 | 33.33% | -16.67% | +66.67% | -33.33% | 0.00% | 29:12 | 18:26 | 19:04 | 22:36 | 40:15 | 42:51 | 21:11 | 15:41 |
 | Earth Spirit | 2 | 10.00% | 21.7 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 14:46 | 13:41 | 13:41 | 15:51 | 15:51 | 15:51 | 02:10 | 01:36 |
 | Ursa | 2 | 8.70% | 20.7 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 07:12 | 02:45 | 02:45 | 11:39 | 11:39 | 11:39 | 08:54 | 06:35 |
 | Lion | 8 | 80.00% | 19.6 | 12.50% | -37.50% | -12.50% | -12.50% | 0.00% | 18:28 | 03:05 | 10:17 | 20:15 | 21:37 | 39:11 | 11:20 | 08:23 |
 | Faceless Void | 2 | 5.00% | 18.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 12:42 | 07:34 | 07:34 | 17:50 | 17:50 | 17:50 | 10:16 | 07:36 |
 | Bloodseeker | 2 | 4.35% | 17.4 | 50.00% | -11.36% | +50.00% | 0.00% | 0.00% | 03:55 | 03:36 | 03:36 | 04:13 | 04:13 | 04:13 | 00:37 | 00:27 |
 | Beastmaster | 5 | 5.43% | 16.3 | 20.00% | -40.92% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Night Stalker | 1 | 3.57% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Magnus | 1 | 16.67% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Earthshaker | 1 | 25.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Morphling | 1 | 3.57% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Gyrocopter | 2 | 20.00% | 10.9 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 11:32 | -01:29 | -01:29 | 24:32 | 24:32 | 24:32 | 26:01 | 19:16 |
 | Visage | 3 | 4.84% | 9.8 | 0.00% | -64.41% | 0.00% | 0.00% | 0.00% | 27:39 | 03:33 | 03:33 | 32:01 | 47:23 | 47:23 | 43:50 | 32:28 |
 | Phantom Assassin | 3 | 21.43% | 8.7 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 03:30 | 01:53 | 01:53 | 03:16 | 05:21 | 05:21 | 03:28 | 02:34 |
 | Pudge | 1 | 3.13% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 14.29% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 |
 | Sand King | 1 | 6.67% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Sven | 2 | 13.33% | 4.3 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 23:19 | 11:50 | 11:50 | 34:47 | 34:47 | 34:47 | 22:57 | 17:00 |
 | Shadow Demon | 2 | 50.00% | 3.3 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 06:53 | -01:29 | -01:29 | 15:14 | 15:14 | 15:14 | 16:43 | 12:22 |
 | Invoker | 1 | 5.26% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Axe | 1 | 20.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |