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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 | 2519 | 42.12% | 70.8 | 53.79% | +23.43% | +0.81% | -0.93% | -0.18% | 21:57 | 07:33 | 16:14 | 19:59 | 25:50 | 1:13:18 | 07:06 |
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 | |
 | Tinker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Shadow Demon | 3 | 37.50% | 98.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:43 | 30:26 | 30:26 | 32:19 | 35:24 | 35:24 | 04:58 | 03:40 |
 | Medusa | 7 | 15.91% | 97.7 | 100.00% | +67.57% | 0.00% | 0.00% | 0.00% | 39:06 | 24:27 | 26:22 | 35:07 | 38:40 | 1:13:18 | 12:18 | 09:06 |
 | Bristleback | 12 | 19.67% | 96.6 | 91.67% | +38.61% | +8.33% | +8.33% | 0.00% | 33:31 | 24:20 | 25:04 | 33:44 | 36:36 | 53:14 | 11:32 | 08:32 |
 | Legion Commander | 8 | 100.00% | 95.5 | 75.00% | +75.00% | -25.00% | +25.00% | 19.23% | 15:54 | 14:16 | 14:29 | 14:35 | 17:05 | 18:06 | 02:36 | 01:55 |
 | Disruptor | 4 | 23.53% | 94.3 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:27 | 20:05 | 20:05 | 35:19 | 39:05 | 47:20 | 19:00 | 14:04 |
 | Oracle | 7 | 46.67% | 93.2 | 85.71% | +48.21% | +14.29% | +14.29% | 0.00% | 29:10 | 16:38 | 26:52 | 31:17 | 32:13 | 33:11 | 05:21 | 03:57 |
 | Arc Warden | 1 | 50.00% | 92.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Bloodseeker | 12 | 18.75% | 90.9 | 83.33% | +33.33% | +16.67% | -50.00% | -12.99% | 31:17 | 26:55 | 27:18 | 31:04 | 32:26 | 40:20 | 05:08 | 03:48 |
 | Enigma | 86 | 89.58% | 89.8 | 62.79% | +22.79% | -12.79% | +8.64% | 2.72% | 18:16 | 09:33 | 13:38 | 16:48 | 21:31 | 36:58 | 07:53 | 05:50 |
 | Puck | 238 | 99.17% | 88.6 | 57.56% | +7.56% | +0.77% | -5.02% | -2.02% | 17:53 | 11:29 | 16:04 | 17:24 | 18:56 | 27:15 | 02:52 | 02:07 |
 | Ursa | 36 | 90.00% | 87.5 | 58.33% | +58.33% | +19.45% | -25.00% | -6.91% | 21:22 | 14:42 | 16:56 | 18:16 | 23:22 | 41:24 | 06:26 | 04:45 |
 | Bane | 7 | 12.73% | 86.4 | 85.71% | +31.54% | +14.29% | -35.71% | 0.00% | 40:46 | 19:21 | 29:34 | 34:30 | 54:48 | 58:35 | 25:14 | 18:41 |
 | Treant Protector | 37 | 71.15% | 85.2 | 59.46% | +19.46% | +18.32% | +7.21% | -1.43% | 24:40 | 16:05 | 19:34 | 22:03 | 27:20 | 53:48 | 07:46 | 05:45 |
 | Sven | 11 | 61.11% | 84.1 | 63.64% | +6.50% | -30.31% | +3.03% | 3.29% | 18:11 | 12:21 | 13:31 | 15:56 | 23:39 | 25:04 | 10:08 | 07:30 |
 | Beastmaster | 64 | 57.66% | 83.0 | 59.38% | -0.19% | +9.37% | -3.13% | -2.16% | 28:57 | 17:45 | 25:26 | 27:55 | 31:13 | 51:36 | 05:47 | 04:17 |
 | Templar Assassin | 73 | 91.25% | 81.8 | 56.16% | +27.59% | +10.51% | -6.16% | -3.80% | 18:33 | 09:06 | 15:24 | 17:35 | 19:47 | 44:43 | 04:23 | 03:14 |
 | Snapfire | 82 | 54.67% | 80.7 | 58.54% | +10.01% | -10.92% | +26.46% | 3.09% | 24:15 | 10:12 | 17:01 | 23:18 | 29:08 | 58:47 | 12:07 | 08:58 |
 | Mars | 84 | 97.67% | 79.5 | 54.76% | +54.76% | +7.14% | -2.38% | -3.28% | 15:03 | 09:25 | 12:43 | 14:21 | 15:37 | 26:59 | 02:54 | 02:08 |
 | Tusk | 60 | 92.31% | 78.4 | 55.00% | +55.00% | +18.33% | -21.67% | -10.53% | 20:18 | 12:58 | 18:07 | 19:46 | 21:55 | 30:51 | 03:48 | 02:48 |
 | Tiny | 289 | 99.31% | 77.3 | 52.60% | -47.40% | -2.60% | -9.54% | -1.45% | 16:06 | 08:32 | 13:26 | 16:08 | 18:13 | 30:14 | 04:47 | 03:32 |
 | Dragon Knight | 59 | 98.33% | 76.1 | 52.54% | +52.54% | +14.13% | +7.46% | -3.08% | 13:13 | 10:11 | 11:30 | 12:34 | 13:40 | 21:22 | 02:10 | 01:36 |
 | Batrider | 64 | 88.89% | 75.0 | 53.13% | +28.13% | +15.62% | -40.63% | -12.98% | 22:04 | 11:19 | 20:33 | 22:05 | 24:53 | 31:20 | 04:20 | 03:12 |
 | Chaos Knight | 57 | 74.03% | 73.9 | 54.39% | +19.39% | -4.39% | +2.75% | 1.15% | 22:47 | 16:22 | 18:53 | 22:44 | 25:07 | 32:19 | 06:14 | 04:37 |
 | Winter Wyvern | 105 | 66.04% | 72.7 | 54.29% | +6.14% | +11.09% | -15.83% | -3.88% | 24:14 | 15:36 | 20:18 | 23:13 | 27:14 | 45:19 | 06:56 | 05:08 |
 | Pudge | 33 | 75.00% | 71.6 | 54.55% | +18.19% | +20.45% | -29.55% | -3.59% | 22:10 | 10:08 | 14:40 | 21:13 | 28:36 | 38:50 | 13:56 | 10:19 |
 | Nyx Assassin | 35 | 74.47% | 70.5 | 54.29% | +12.62% | +1.27% | -20.96% | -4.43% | 23:10 | 14:24 | 18:29 | 21:44 | 23:30 | 43:41 | 05:01 | 03:42 |
 | Death Prophet | 32 | 36.36% | 69.3 | 59.38% | +11.17% | +15.62% | -9.38% | -2.53% | 28:59 | 19:25 | 23:47 | 28:38 | 33:41 | 40:28 | 09:54 | 07:20 |
 | Hoodwink | 6 | 11.54% | 68.2 | 83.33% | +44.20% | +16.67% | +16.67% | 0.00% | 28:56 | 20:25 | 20:36 | 26:17 | 36:22 | 38:57 | 15:46 | 11:40 |
 | Terrorblade | 11 | 14.86% | 67.0 | 72.73% | +23.52% | -6.06% | -6.06% | 0.00% | 41:27 | 34:22 | 37:08 | 39:22 | 41:11 | 57:45 | 04:03 | 03:00 |
 | Juggernaut | 28 | 29.79% | 65.9 | 60.71% | +15.26% | +25.00% | +25.00% | 0.00% | 33:41 | 19:00 | 25:33 | 35:04 | 38:56 | 47:43 | 13:23 | 09:54 |
 | Marci | 146 | 75.26% | 64.8 | 52.05% | +8.30% | +18.22% | -4.83% | -2.70% | 22:50 | 12:40 | 18:09 | 21:31 | 26:41 | 57:53 | 08:32 | 06:19 |
 | Razor | 23 | 15.75% | 63.6 | 65.22% | +19.69% | +34.78% | -31.89% | -6.69% | 34:49 | 17:33 | 28:04 | 32:15 | 38:02 | 1:02:43 | 09:58 | 07:22 |
 | Dawnbreaker | 84 | 45.65% | 62.5 | 53.57% | +14.57% | +13.10% | -5.95% | -2.43% | 27:31 | 14:33 | 23:02 | 26:37 | 30:52 | 46:53 | 07:50 | 05:48 |
 | Dark Willow | 3 | 50.00% | 61.4 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 31:36 | 27:20 | 27:20 | 33:28 | 33:59 | 33:59 | 06:39 | 04:55 |
 | Alchemist | 58 | 82.86% | 60.2 | 48.28% | +23.28% | +5.05% | -12.57% | -4.39% | 20:45 | 12:02 | 18:11 | 20:08 | 22:12 | 36:42 | 04:01 | 02:58 |
 | Rubick | 41 | 55.41% | 59.1 | 51.22% | +11.83% | -1.22% | -1.22% | 0.00% | 25:28 | 13:15 | 19:51 | 25:27 | 29:09 | 47:46 | 09:18 | 06:53 |
 | Pangolier | 76 | 88.37% | 58.0 | 47.37% | +7.37% | 0.00% | +5.26% | 0.75% | 20:32 | 12:31 | 16:08 | 19:09 | 23:09 | 46:00 | 07:01 | 05:11 |
 | Doom | 84 | 96.55% | 56.8 | 46.43% | +46.43% | +15.47% | -13.10% | -6.21% | 17:54 | 10:46 | 15:05 | 17:04 | 19:41 | 38:40 | 04:36 | 03:24 |
 | Necrophos | 12 | 37.50% | 55.7 | 58.33% | -6.67% | +8.34% | +8.34% | 0.00% | 30:15 | 23:28 | 24:49 | 27:22 | 29:02 | 49:19 | 04:13 | 03:07 |
 | Centaur Warrunner | 11 | 100.00% | 54.5 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 14:52 | 11:19 | 12:57 | 15:04 | 15:41 | 20:25 | 02:44 | 02:01 |
 | Earthshaker | 31 | 88.57% | 53.4 | 45.16% | -4.84% | +17.34% | -7.66% | -4.50% | 19:20 | 09:48 | 15:03 | 18:24 | 20:36 | 31:41 | 05:33 | 04:06 |
 | Slark | 1 | 25.00% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 00:00 | 00:00 |
 | Axe | 7 | 100.00% | 51.1 | 42.86% | +42.86% | -42.86% | -42.86% | 0.00% | 13:33 | 11:13 | 12:33 | 13:55 | 14:22 | 14:51 | 01:49 | 01:20 |
 | Viper | 11 | 12.22% | 50.0 | 63.64% | +15.54% | +3.03% | +3.03% | 0.00% | 38:59 | 24:54 | 29:01 | 33:41 | 43:28 | 59:27 | 14:27 | 10:42 |
 | Windranger | 25 | 73.53% | 48.9 | 44.00% | +10.67% | +6.00% | +6.00% | 0.00% | 24:12 | 15:53 | 19:14 | 22:56 | 26:45 | 37:49 | 07:31 | 05:34 |
 | Shadow Shaman | 33 | 80.49% | 47.7 | 42.42% | +17.42% | +7.58% | -4.92% | -2.01% | 19:47 | 12:37 | 16:06 | 18:23 | 22:19 | 30:18 | 06:13 | 04:36 |
 | Sand King | 15 | 100.00% | 46.6 | 40.00% | +40.00% | +35.00% | +10.00% | -11.11% | 10:03 | 07:33 | 08:41 | 09:53 | 10:56 | 12:36 | 02:15 | 01:40 |
 | Keeper of the Light | 7 | 8.43% | 45.5 | 71.43% | +25.38% | +28.57% | -21.43% | 0.00% | 23:26 | 21:27 | 22:06 | 23:31 | 24:37 | 25:12 | 02:31 | 01:51 |
 | Wraith King | 22 | 81.48% | 44.3 | 40.91% | +20.91% | -7.58% | +19.09% | 7.44% | 21:24 | 14:51 | 18:52 | 21:04 | 22:27 | 29:29 | 03:35 | 02:39 |
 | Lina | 4 | 12.90% | 43.2 | 75.00% | +34.26% | -75.00% | +25.00% | 0.00% | 22:18 | 17:45 | 17:45 | 17:51 | 21:40 | 31:54 | 03:55 | 02:54 |
 | Magnus | 8 | 100.00% | 42.0 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 13:29 | 10:36 | 11:23 | 13:55 | 14:33 | 14:49 | 03:10 | 02:20 |
 | Underlord | 4 | 11.76% | 40.9 | 75.00% | +31.67% | +25.00% | -75.00% | 0.00% | 35:04 | 28:35 | 28:35 | 32:26 | 33:03 | 46:10 | 04:28 | 03:18 |
 | Leshrac | 10 | 38.46% | 39.8 | 50.00% | +18.75% | -16.67% | 0.00% | 0.00% | 27:24 | 16:16 | 18:08 | 27:26 | 31:59 | 49:30 | 13:51 | 10:15 |
 | Dark Seer | 14 | 100.00% | 38.6 | 35.71% | +35.71% | -35.71% | +30.96% | 7.59% | 20:45 | 13:29 | 15:30 | 22:21 | 24:17 | 28:46 | 08:47 | 06:30 |
 | Morphling | 2 | 5.71% | 37.5 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 36:02 | 28:49 | 28:49 | 43:14 | 43:14 | 43:14 | 14:25 | 10:40 |
 | Jakiro | 2 | 5.56% | 36.4 | 100.00% | +55.88% | 0.00% | 0.00% | 0.00% | 38:39 | 35:21 | 35:21 | 41:57 | 41:57 | 41:57 | 06:36 | 04:53 |
 | Zeus | 20 | 16.81% | 35.2 | 50.00% | +5.56% | -30.00% | +30.00% | 4.86% | 33:45 | 22:16 | 25:42 | 33:55 | 38:02 | 50:44 | 12:20 | 09:08 |
 | Night Stalker | 39 | 81.25% | 34.1 | 35.90% | -8.54% | -25.90% | -5.90% | 3.28% | 24:09 | 13:10 | 20:39 | 24:23 | 26:45 | 38:05 | 06:06 | 04:31 |
 | Invoker | 11 | 40.74% | 33.0 | 45.45% | +1.70% | +21.22% | -12.12% | -2.48% | 27:31 | 11:40 | 17:27 | 27:45 | 30:54 | 47:35 | 13:27 | 09:57 |
 | Tidehunter | 15 | 100.00% | 31.8 | 33.33% | +33.33% | +41.67% | -33.33% | -10.64% | 19:11 | 12:18 | 14:30 | 18:19 | 21:33 | 33:38 | 07:03 | 05:13 |
 | Slardar | 21 | 100.00% | 30.7 | 33.33% | +33.33% | +6.67% | +6.67% | 0.00% | 17:38 | 11:45 | 14:01 | 17:09 | 21:03 | 26:27 | 07:02 | 05:12 |
 | Skywrath Mage | 18 | 31.58% | 29.5 | 44.44% | +18.80% | -24.44% | +5.56% | 2.87% | 31:04 | 19:19 | 25:57 | 28:21 | 36:25 | 43:55 | 10:28 | 07:45 |
 | Venomancer | 8 | 28.57% | 28.4 | 50.00% | +5.00% | +50.00% | 0.00% | -5.92% | 27:32 | 18:05 | 22:01 | 27:43 | 30:28 | 32:47 | 08:27 | 06:15 |
 | Weaver | 2 | 3.77% | 27.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:42 | 22:52 | 22:52 | 36:31 | 36:31 | 36:31 | 13:39 | 10:06 |
 | Grimstroke | 8 | 20.51% | 26.1 | 50.00% | +17.74% | 0.00% | 0.00% | 0.00% | 34:37 | 15:55 | 24:57 | 37:05 | 40:24 | 43:49 | 15:27 | 11:26 |
 | Brewmaster | 8 | 19.05% | 25.0 | 50.00% | +8.82% | 0.00% | +50.00% | 0.00% | 23:05 | 11:51 | 11:56 | 22:28 | 27:20 | 37:34 | 15:24 | 11:24 |
 | Enchantress | 2 | 1.90% | 23.9 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 36:54 | 28:07 | 28:07 | 45:40 | 45:40 | 45:40 | 17:33 | 13:00 |
 | Kunkka | 5 | 8.06% | 22.7 | 60.00% | +12.63% | +40.00% | -60.00% | 0.00% | 38:56 | 31:05 | 31:05 | 37:25 | 42:27 | 48:05 | 11:22 | 08:25 |
 | Lion | 12 | 100.00% | 21.6 | 25.00% | +25.00% | +8.33% | -25.00% | -13.24% | 19:39 | 15:57 | 17:24 | 18:40 | 19:55 | 29:49 | 02:31 | 01:51 |
 | Vengeful Spirit | 1 | 7.14% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Timbersaw | 17 | 19.54% | 19.3 | 35.29% | -3.28% | +14.71% | -10.29% | -1.40% | 30:23 | 14:36 | 19:50 | 30:46 | 37:44 | 49:30 | 17:54 | 13:15 |
 | Ember Spirit | 13 | 13.27% | 18.2 | 38.46% | -13.30% | -5.13% | -5.13% | 0.00% | 27:28 | 21:20 | 23:20 | 27:07 | 29:08 | 37:42 | 05:48 | 04:17 |
 | Abaddon | 1 | 5.00% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 2.86% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.96% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 1.32% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Dazzle | 9 | 9.28% | 12.5 | 33.33% | -21.22% | +16.67% | +16.67% | 0.00% | 40:59 | 33:13 | 34:30 | 40:38 | 45:21 | 54:04 | 10:51 | 08:02 |
 | Pugna | 2 | 10.53% | 11.4 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 32:02 | 28:28 | 28:28 | 35:35 | 35:35 | 35:35 | 07:07 | 05:16 |
 | Crystal Maiden | 3 | 8.57% | 10.2 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | 36:48 | 26:41 | 26:41 | 37:28 | 46:15 | 46:15 | 19:34 | 14:29 |
 | Mirana | 3 | 7.69% | 9.1 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 38:44 | 24:19 | 24:19 | 43:19 | 48:35 | 48:35 | 24:16 | 17:58 |
 | Clockwerk | 2 | 1.63% | 8.0 | 50.00% | +0.41% | +50.00% | 0.00% | 0.00% | 44:07 | 42:35 | 42:35 | 45:38 | 45:38 | 45:38 | 03:03 | 02:15 |
 | Monkey King | 3 | 2.70% | 6.8 | 33.33% | -12.97% | -33.33% | 0.00% | 0.00% | 51:53 | 47:12 | 47:12 | 49:08 | 59:19 | 59:19 | 12:07 | 08:58 |
 | Outworld Destroyer | 2 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 20:26 | 20:26 | 23:47 | 23:47 | 23:47 | 03:21 | 02:28 |
 | Void Spirit | 2 | 1.96% | 4.5 | 0.00% | -43.00% | 0.00% | 0.00% | 0.00% | 48:05 | 38:51 | 38:51 | 57:19 | 57:19 | 57:19 | 18:28 | 13:40 |
 | Naga Siren | 1 | 11.11% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Warlock | 1 | 1.25% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Silencer | 1 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |