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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 | |
 | Blink Dagger | 1388 | 34.44% | 84.7 | 55.40% | +21.16% | -0.93% | +2.81% | 0.33% | 22:23 | 06:32 | 15:50 | 20:00 | 27:07 | 1:09:56 | 08:21 |
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 | |
 | Crystal Maiden | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Meepo | 2 | 100.00% | 98.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 18:35 | 13:41 | 13:41 | 23:28 | 23:28 | 23:28 | 09:47 | 07:14 |
 | Pudge | 3 | 60.00% | 97.5 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 29:27 | 26:35 | 26:35 | 28:39 | 33:08 | 33:08 | 06:33 | 04:51 |
 | Shadow Shaman | 7 | 77.78% | 96.2 | 85.71% | +35.71% | -35.71% | +14.29% | 21.58% | 22:07 | 18:41 | 20:33 | 22:07 | 22:52 | 26:09 | 02:19 | 01:42 |
 | Winter Wyvern | 2 | 50.00% | 94.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 30:27 | 21:10 | 21:10 | 39:44 | 39:44 | 39:44 | 18:34 | 13:45 |
 | Medusa | 11 | 16.92% | 93.7 | 90.91% | +31.65% | +9.09% | +9.09% | 0.00% | 33:38 | 14:49 | 28:40 | 34:04 | 38:23 | 43:35 | 09:43 | 07:11 |
 | Skywrath Mage | 14 | 48.28% | 92.4 | 78.57% | +38.57% | -3.57% | -45.24% | -6.58% | 32:10 | 19:27 | 27:36 | 31:18 | 33:56 | 47:27 | 06:20 | 04:41 |
 | Magnus | 24 | 100.00% | 91.1 | 66.67% | +66.67% | -16.67% | +16.66% | 8.81% | 14:34 | 10:41 | 12:33 | 13:50 | 16:20 | 21:01 | 03:47 | 02:48 |
 | Enigma | 3 | 100.00% | 89.9 | 66.67% | +66.67% | -66.67% | 0.00% | 18.43% | 14:52 | 13:31 | 13:31 | 13:56 | 17:08 | 17:08 | 03:37 | 02:40 |
 | Leshrac | 13 | 40.63% | 88.6 | 76.92% | +29.55% | +23.08% | -10.25% | 0.00% | 31:04 | 15:24 | 25:26 | 30:18 | 35:00 | 46:31 | 09:34 | 07:05 |
 | Rubick | 38 | 70.37% | 87.3 | 68.42% | +62.17% | +1.58% | -1.75% | -0.43% | 26:40 | 15:45 | 22:29 | 25:51 | 30:09 | 42:29 | 07:40 | 05:40 |
 | Beastmaster | 42 | 76.36% | 86.1 | 66.67% | +28.21% | +6.06% | -16.67% | -3.42% | 25:17 | 16:00 | 21:15 | 24:06 | 27:54 | 40:59 | 06:39 | 04:55 |
 | Earthshaker | 14 | 93.33% | 84.8 | 64.29% | +64.29% | -14.29% | -30.96% | -5.65% | 12:56 | 08:54 | 11:08 | 13:26 | 14:05 | 15:56 | 02:57 | 02:11 |
 | Wraith King | 62 | 86.11% | 83.5 | 61.29% | +21.29% | -17.54% | +5.38% | 3.48% | 21:44 | 14:25 | 17:48 | 19:37 | 24:23 | 55:02 | 06:35 | 04:52 |
 | Oracle | 2 | 25.00% | 82.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 24:48 | 24:39 | 24:39 | 24:57 | 24:57 | 24:57 | 00:18 | 00:13 |
 | Tinker | 10 | 100.00% | 81.0 | 60.00% | +60.00% | +40.00% | -60.00% | -68.18% | 09:10 | 06:32 | 08:33 | 09:26 | 10:01 | 10:37 | 01:28 | 01:05 |
 | Lion | 63 | 94.03% | 79.7 | 58.73% | +58.73% | +16.27% | -8.73% | -6.36% | 20:33 | 15:13 | 18:15 | 19:31 | 22:11 | 32:35 | 03:56 | 02:54 |
 | Sven | 12 | 92.31% | 78.5 | 58.33% | +58.33% | +8.34% | -25.00% | -5.05% | 19:18 | 15:03 | 15:53 | 19:53 | 22:29 | 23:03 | 06:36 | 04:53 |
 | Centaur Warrunner | 23 | 100.00% | 77.2 | 56.52% | +56.52% | -6.52% | -23.19% | -7.69% | 15:33 | 11:36 | 13:15 | 14:46 | 15:25 | 39:36 | 02:10 | 01:36 |
 | Outworld Destroyer | 51 | 70.83% | 75.9 | 58.82% | +30.25% | +10.41% | +2.72% | -0.95% | 21:32 | 10:15 | 16:15 | 19:24 | 24:19 | 58:46 | 08:04 | 05:58 |
 | Tusk | 28 | 90.32% | 74.7 | 57.14% | -9.53% | 0.00% | 0.00% | 0.00% | 20:34 | 13:27 | 18:12 | 19:33 | 23:18 | 28:59 | 05:06 | 03:46 |
 | Templar Assassin | 44 | 88.00% | 73.4 | 56.82% | +6.82% | +6.82% | -11.37% | -1.57% | 19:24 | 09:09 | 13:42 | 18:44 | 25:15 | 34:51 | 11:33 | 08:33 |
 | Pangolier | 56 | 96.55% | 72.2 | 55.36% | +5.36% | +8.93% | -19.65% | -5.87% | 18:29 | 12:36 | 15:56 | 17:59 | 20:48 | 30:21 | 04:52 | 03:36 |
 | Mars | 147 | 98.00% | 70.9 | 55.10% | +21.77% | +7.06% | -17.26% | -8.84% | 15:24 | 10:47 | 13:24 | 14:40 | 16:09 | 41:49 | 02:45 | 02:02 |
 | Snapfire | 59 | 48.36% | 69.6 | 59.32% | +29.16% | -5.99% | +14.01% | 1.61% | 28:06 | 13:34 | 21:11 | 28:06 | 33:36 | 52:06 | 12:25 | 09:11 |
 | Doom | 29 | 100.00% | 68.4 | 51.72% | +51.72% | +19.71% | +5.42% | -2.10% | 18:58 | 12:05 | 14:31 | 19:32 | 21:19 | 29:27 | 06:48 | 05:02 |
 | Pugna | 1 | 33.33% | 67.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 |
 | Juggernaut | 6 | 46.15% | 65.8 | 66.67% | +9.53% | +33.33% | +33.33% | 0.00% | 31:22 | 21:24 | 24:41 | 32:19 | 35:05 | 40:07 | 10:24 | 07:42 |
 | Morphling | 3 | 9.09% | 64.6 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 30:38 | 22:42 | 22:42 | 33:59 | 35:13 | 35:13 | 12:31 | 09:16 |
 | Puck | 64 | 98.46% | 63.3 | 50.00% | +50.00% | +6.25% | +12.50% | 1.92% | 18:26 | 10:12 | 16:02 | 17:33 | 19:17 | 31:36 | 03:15 | 02:24 |
 | Tidehunter | 57 | 93.44% | 62.0 | 49.12% | +49.12% | -6.26% | +0.88% | 1.39% | 19:14 | 12:12 | 16:05 | 18:24 | 21:13 | 33:16 | 05:08 | 03:48 |
 | Ursa | 37 | 92.50% | 60.8 | 48.65% | +48.65% | +6.91% | +6.91% | 0.00% | 19:50 | 14:04 | 16:33 | 18:38 | 22:25 | 31:41 | 05:52 | 04:20 |
 | Grimstroke | 15 | 14.29% | 59.5 | 66.67% | +28.89% | +8.33% | +8.33% | 0.00% | 36:17 | 23:06 | 27:08 | 35:03 | 43:08 | 48:24 | 16:00 | 11:51 |
 | Kunkka | 17 | 15.60% | 58.2 | 64.71% | +14.71% | +10.29% | -39.71% | -4.59% | 35:58 | 22:47 | 28:34 | 33:05 | 39:28 | 58:30 | 10:54 | 08:04 |
 | Batrider | 22 | 81.48% | 57.0 | 50.00% | -10.00% | +16.67% | -30.00% | -6.70% | 25:35 | 14:06 | 23:03 | 25:10 | 30:01 | 37:05 | 06:58 | 05:09 |
 | Bane | 9 | 6.12% | 55.7 | 77.78% | +26.33% | +22.22% | -27.78% | -3.20% | 31:00 | 20:12 | 21:07 | 29:58 | 36:44 | 53:44 | 15:37 | 11:34 |
 | Mirana | 3 | 6.38% | 54.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 34:18 | 29:52 | 29:52 | 35:48 | 37:13 | 37:13 | 07:21 | 05:26 |
 | Invoker | 19 | 31.67% | 53.2 | 57.89% | +11.55% | +42.11% | -37.89% | -5.89% | 29:28 | 14:49 | 21:03 | 31:09 | 34:38 | 44:44 | 13:35 | 10:03 |
 | Earth Spirit | 2 | 12.50% | 51.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 29:41 | 24:33 | 24:33 | 34:48 | 34:48 | 34:48 | 10:15 | 07:35 |
 | Nyx Assassin | 22 | 40.74% | 50.6 | 54.55% | +7.67% | -4.55% | +25.45% | 2.76% | 27:25 | 18:00 | 20:08 | 23:57 | 30:59 | 57:30 | 10:51 | 08:02 |
 | Legion Commander | 42 | 100.00% | 49.4 | 45.24% | +45.24% | +9.31% | -5.24% | -5.02% | 15:23 | 09:12 | 13:18 | 14:37 | 16:12 | 26:42 | 02:54 | 02:08 |
 | Lina | 9 | 18.00% | 48.1 | 66.67% | +27.65% | -16.67% | +33.33% | 6.05% | 29:11 | 21:38 | 22:56 | 28:23 | 31:12 | 44:33 | 08:16 | 06:07 |
 | Windranger | 19 | 76.00% | 46.8 | 47.37% | +14.04% | +12.63% | -7.37% | -3.22% | 25:36 | 17:36 | 21:21 | 24:34 | 27:34 | 40:42 | 06:13 | 04:36 |
 | Weaver | 10 | 8.55% | 45.6 | 70.00% | +19.53% | +30.00% | -70.00% | -15.71% | 33:17 | 25:20 | 29:29 | 32:38 | 35:51 | 42:32 | 06:22 | 04:42 |
 | Zeus | 1 | 25.00% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 00:00 | 00:00 |
 | Shadow Demon | 16 | 57.14% | 43.0 | 50.00% | +16.67% | -25.00% | -25.00% | 0.00% | 28:11 | 15:49 | 20:56 | 25:13 | 29:33 | 1:09:39 | 08:37 | 06:22 |
 | Night Stalker | 19 | 63.33% | 41.8 | 47.37% | +38.28% | -27.37% | +12.63% | 4.55% | 23:28 | 15:31 | 18:07 | 25:58 | 26:54 | 34:29 | 08:47 | 06:30 |
 | Monkey King | 5 | 7.58% | 40.5 | 80.00% | +30.82% | +20.00% | -80.00% | 0.00% | 31:53 | 16:38 | 16:38 | 31:40 | 35:30 | 45:15 | 18:52 | 13:58 |
 | Axe | 10 | 100.00% | 39.2 | 40.00% | +40.00% | -6.67% | +10.00% | 5.16% | 12:22 | 10:31 | 10:43 | 10:55 | 13:57 | 16:02 | 03:14 | 02:23 |
 | Death Prophet | 15 | 25.00% | 38.0 | 53.33% | -2.23% | +21.67% | -28.33% | -6.20% | 28:50 | 21:33 | 22:45 | 25:50 | 30:49 | 47:28 | 08:04 | 05:58 |
 | Troll Warlord | 5 | 29.41% | 36.7 | 60.00% | +1.67% | -60.00% | +40.00% | 0.00% | 41:11 | 32:27 | 32:27 | 39:33 | 46:14 | 51:22 | 13:47 | 10:12 |
 | Treant Protector | 15 | 41.67% | 35.4 | 46.67% | +8.57% | -21.67% | +3.33% | 2.14% | 28:12 | 14:48 | 21:01 | 29:58 | 32:42 | 44:48 | 11:41 | 08:39 |
 | Dark Willow | 32 | 51.61% | 34.2 | 40.63% | +7.30% | -40.63% | -15.63% | 2.20% | 29:51 | 17:53 | 22:00 | 30:14 | 33:23 | 1:03:16 | 11:23 | 08:25 |
 | Dark Seer | 19 | 82.61% | 32.9 | 36.84% | -13.16% | +23.16% | +3.16% | -5.94% | 22:56 | 13:21 | 19:58 | 21:58 | 23:20 | 39:17 | 03:22 | 02:29 |
 | Timbersaw | 7 | 17.50% | 31.6 | 57.14% | +20.78% | -7.14% | -7.14% | 0.00% | 41:41 | 28:29 | 32:50 | 36:39 | 42:18 | 1:03:39 | 09:28 | 07:00 |
 | Dragon Knight | 20 | 100.00% | 30.4 | 30.00% | +30.00% | +10.00% | +30.00% | 6.09% | 14:04 | 10:39 | 12:11 | 13:22 | 15:28 | 17:39 | 03:17 | 02:25 |
 | Slardar | 7 | 100.00% | 29.1 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 15:17 | 10:20 | 11:32 | 14:38 | 15:07 | 26:13 | 03:35 | 02:39 |
 | Razor | 8 | 12.50% | 27.8 | 50.00% | +10.71% | 0.00% | 0.00% | 0.00% | 34:23 | 21:37 | 29:37 | 34:47 | 38:05 | 40:53 | 08:28 | 06:16 |
 | Sand King | 23 | 100.00% | 26.6 | 26.09% | +26.09% | -9.42% | +7.24% | 4.88% | 12:36 | 07:17 | 10:57 | 12:38 | 14:22 | 18:48 | 03:25 | 02:31 |
 | Disruptor | 11 | 14.10% | 25.3 | 45.45% | -5.30% | -12.12% | +21.22% | 2.80% | 35:05 | 18:45 | 25:08 | 33:05 | 37:03 | 1:09:56 | 11:55 | 08:49 |
 | Gyrocopter | 3 | 6.67% | 24.1 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 34:06 | 29:23 | 29:23 | 30:17 | 42:39 | 42:39 | 13:16 | 09:49 |
 | Terrorblade | 10 | 18.18% | 22.8 | 40.00% | -11.11% | -6.67% | +10.00% | 1.98% | 35:26 | 26:50 | 31:46 | 34:17 | 40:11 | 43:03 | 08:25 | 06:14 |
 | Viper | 1 | 6.25% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Lifestealer | 1 | 5.88% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Necrophos | 2 | 33.33% | 19.0 | 50.00% | 0.00% | -50.00% | 0.00% | 2.51% | 29:01 | 19:03 | 19:03 | 38:59 | 38:59 | 38:59 | 19:56 | 14:45 |
 | Jakiro | 4 | 11.43% | 17.7 | 50.00% | -1.61% | -50.00% | +50.00% | 0.00% | 23:03 | 17:26 | 17:26 | 23:04 | 24:06 | 27:34 | 06:40 | 04:56 |
 | Drow Ranger | 5 | 17.86% | 16.5 | 40.00% | +0.87% | -40.00% | -40.00% | 0.00% | 23:35 | 16:31 | 16:31 | 23:59 | 25:13 | 30:44 | 08:42 | 06:26 |
 | Void Spirit | 4 | 6.15% | 15.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 40:28 | 30:15 | 30:15 | 34:35 | 48:10 | 48:50 | 17:55 | 13:16 |
 | Chaos Knight | 10 | 55.56% | 13.9 | 20.00% | -5.00% | -20.00% | +30.00% | 7.92% | 23:16 | 11:23 | 20:14 | 24:49 | 26:33 | 34:31 | 06:19 | 04:40 |
 | Spirit Breaker | 1 | 0.92% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 00:00 | 00:00 |
 | Broodmother | 3 | 23.08% | 11.4 | 33.33% | -36.67% | +66.67% | 0.00% | -5.66% | 41:00 | 34:06 | 34:06 | 43:01 | 45:53 | 45:53 | 11:47 | 08:43 |
 | Shadow Fiend | 3 | 11.11% | 10.1 | 33.33% | -8.34% | -33.33% | 0.00% | 0.00% | 23:15 | 17:21 | 17:21 | 24:20 | 28:05 | 28:05 | 10:44 | 07:57 |
 | Ogre Magi | 2 | 2.22% | 8.9 | 50.00% | +5.68% | -50.00% | 0.00% | 0.00% | 45:47 | 45:42 | 45:42 | 45:51 | 45:51 | 45:51 | 00:09 | 00:06 |
 | Queen of Pain | 2 | 1.42% | 7.6 | 50.00% | -0.36% | +50.00% | 0.00% | 0.00% | 37:10 | 30:54 | 30:54 | 43:26 | 43:26 | 43:26 | 12:32 | 09:17 |
 | Tiny | 3 | 100.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:51 | 09:55 | 09:55 | 17:17 | 17:22 | 17:22 | 07:27 | 05:31 |
 | Ember Spirit | 1 | 1.25% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Hoodwink | 1 | 1.72% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Bristleback | 1 | 7.69% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Venomancer | 1 | 25.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |