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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 | 2131 | 34.59% | 72.9 | 54.43% | +19.90% | -0.96% | +1.67% | 0.23% | 23:40 | 07:37 | 16:58 | 21:41 | 28:18 | 1:09:11 | 08:23 |
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 | |
 | Dark Willow | 7 | 50.00% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 29:55 | 20:06 | 26:31 | 27:47 | 30:55 | 41:47 | 04:24 | 03:15 |
 | Slardar | 8 | 100.00% | 98.9 | 75.00% | +75.00% | -25.00% | -25.00% | 0.00% | 18:00 | 13:50 | 13:59 | 15:08 | 21:15 | 23:08 | 07:16 | 05:22 |
 | Death Prophet | 29 | 27.88% | 97.8 | 82.76% | +50.76% | +17.24% | +17.24% | 0.00% | 31:02 | 18:45 | 24:57 | 29:42 | 34:20 | 50:24 | 09:23 | 06:57 |
 | Bloodseeker | 18 | 33.96% | 96.7 | 83.33% | +31.90% | -3.33% | -8.33% | -0.84% | 33:31 | 21:12 | 30:46 | 32:58 | 36:43 | 51:29 | 05:57 | 04:24 |
 | Timbersaw | 34 | 50.00% | 95.6 | 73.53% | +44.12% | +4.25% | +1.47% | -0.29% | 30:44 | 16:40 | 26:30 | 29:38 | 36:09 | 46:43 | 09:39 | 07:08 |
 | Disruptor | 56 | 24.67% | 94.5 | 73.21% | +22.92% | +5.36% | -16.07% | -1.15% | 34:41 | 15:41 | 24:09 | 34:32 | 42:46 | 1:02:12 | 18:37 | 13:47 |
 | Dark Seer | 27 | 56.25% | 93.4 | 70.37% | +27.51% | +29.63% | -13.23% | -4.98% | 25:25 | 16:15 | 19:42 | 25:10 | 28:18 | 40:52 | 08:36 | 06:22 |
 | Axe | 11 | 100.00% | 92.3 | 63.64% | +63.64% | +36.36% | -30.31% | -20.62% | 12:01 | 09:06 | 09:28 | 11:42 | 12:42 | 15:59 | 03:14 | 02:23 |
 | Ember Spirit | 10 | 6.94% | 91.2 | 90.00% | +43.73% | -23.33% | +10.00% | 4.76% | 28:22 | 21:16 | 25:31 | 25:50 | 32:31 | 38:08 | 07:00 | 05:11 |
 | Doom | 120 | 90.23% | 90.1 | 62.50% | +62.50% | +7.50% | -19.17% | -4.51% | 21:43 | 12:31 | 18:13 | 20:50 | 24:08 | 38:21 | 05:55 | 04:22 |
 | Morphling | 5 | 7.81% | 89.0 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 42:02 | 31:55 | 31:55 | 43:07 | 44:57 | 57:03 | 13:02 | 09:39 |
 | Pangolier | 114 | 79.72% | 87.9 | 62.28% | +24.35% | +6.69% | -5.14% | -1.66% | 21:41 | 12:27 | 17:22 | 19:41 | 24:29 | 47:12 | 07:07 | 05:16 |
 | Night Stalker | 10 | 52.63% | 86.8 | 70.00% | +47.78% | -36.67% | -20.00% | 6.45% | 24:02 | 13:40 | 22:55 | 24:34 | 25:30 | 32:57 | 02:35 | 01:54 |
 | Alchemist | 88 | 88.00% | 85.7 | 60.23% | +18.56% | +3.41% | -1.14% | -0.84% | 19:40 | 12:18 | 15:45 | 18:50 | 21:11 | 43:14 | 05:26 | 04:01 |
 | Dragon Knight | 77 | 98.72% | 84.6 | 58.44% | -41.56% | +20.51% | -16.33% | -16.87% | 12:48 | 08:30 | 11:20 | 12:40 | 13:31 | 22:17 | 02:11 | 01:37 |
 | Rubick | 138 | 51.30% | 83.5 | 60.87% | +31.10% | +4.84% | -13.81% | -1.70% | 28:51 | 11:36 | 22:33 | 28:05 | 33:30 | 53:26 | 10:57 | 08:06 |
 | Venomancer | 3 | 13.64% | 82.4 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 30:23 | 22:43 | 22:43 | 33:43 | 34:44 | 34:44 | 12:01 | 08:54 |
 | Abaddon | 17 | 50.00% | 81.3 | 64.71% | +29.42% | +35.29% | -64.71% | -21.28% | 28:35 | 23:25 | 25:04 | 27:31 | 29:46 | 38:35 | 04:42 | 03:28 |
 | Templar Assassin | 51 | 89.47% | 80.2 | 56.86% | +40.19% | +4.68% | -26.09% | -4.95% | 19:34 | 08:50 | 14:46 | 17:22 | 20:59 | 41:05 | 06:13 | 04:36 |
 | Riki | 6 | 17.14% | 79.1 | 83.33% | +38.50% | +16.67% | -83.33% | -7.96% | 32:51 | 25:04 | 27:53 | 28:31 | 40:27 | 45:41 | 12:34 | 09:18 |
 | Nature's Prophet | 5 | 4.27% | 78.0 | 100.00% | +58.04% | 0.00% | 0.00% | 0.00% | 38:38 | 23:54 | 23:54 | 35:05 | 44:19 | 54:57 | 20:25 | 15:07 |
 | Lich | 3 | 11.54% | 76.9 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 42:26 | 28:17 | 28:17 | 37:44 | 1:01:17 | 1:01:17 | 33:00 | 24:26 |
 | Beastmaster | 77 | 46.67% | 75.8 | 58.44% | +3.89% | +4.72% | +4.72% | 0.00% | 29:38 | 15:31 | 24:47 | 28:57 | 33:52 | 48:35 | 09:05 | 06:43 |
 | Sven | 25 | 83.33% | 74.7 | 56.00% | +16.00% | +27.33% | -56.00% | -11.55% | 21:09 | 14:06 | 15:27 | 18:34 | 22:40 | 39:46 | 07:13 | 05:20 |
 | Puck | 66 | 100.00% | 73.6 | 53.03% | +53.03% | +23.44% | -34.28% | -21.78% | 17:36 | 13:36 | 15:58 | 17:32 | 18:37 | 29:18 | 02:39 | 01:57 |
 | Lion | 17 | 100.00% | 72.5 | 52.94% | +52.94% | -27.94% | +22.06% | 16.85% | 18:57 | 15:02 | 16:55 | 19:10 | 19:53 | 25:24 | 02:58 | 02:11 |
 | Viper | 2 | 18.18% | 71.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 25:13 | 07:38 | 07:38 | 42:48 | 42:48 | 42:48 | 35:10 | 26:02 |
 | Crystal Maiden | 12 | 10.17% | 70.3 | 75.00% | +30.66% | -8.33% | -8.33% | 0.00% | 40:12 | 15:33 | 30:55 | 37:50 | 48:18 | 56:30 | 17:23 | 12:52 |
 | Medusa | 5 | 17.86% | 69.2 | 80.00% | +10.43% | +20.00% | +20.00% | 0.00% | 37:44 | 27:23 | 27:23 | 36:25 | 40:48 | 50:33 | 13:25 | 09:56 |
 | Tusk | 82 | 88.17% | 68.1 | 50.00% | +22.73% | -7.14% | 0.00% | 1.28% | 19:52 | 12:11 | 16:30 | 18:17 | 22:04 | 46:50 | 05:34 | 04:07 |
 | Oracle | 4 | 28.57% | 67.0 | 75.00% | +5.00% | -75.00% | +25.00% | 9.52% | 25:58 | 19:42 | 19:42 | 22:32 | 30:12 | 31:25 | 10:30 | 07:46 |
 | Tiny | 172 | 99.42% | 65.9 | 48.26% | +48.26% | +2.90% | -25.00% | -6.37% | 15:41 | 09:05 | 13:12 | 15:49 | 17:35 | 26:58 | 04:23 | 03:14 |
 | Treant Protector | 35 | 68.63% | 64.8 | 51.43% | +26.43% | +4.13% | -18.10% | -3.46% | 26:20 | 15:45 | 22:44 | 26:00 | 29:10 | 39:34 | 06:26 | 04:45 |
 | Wraith King | 17 | 89.47% | 63.7 | 47.06% | -2.94% | +27.94% | +2.94% | -8.47% | 21:50 | 18:03 | 19:43 | 20:38 | 22:40 | 34:37 | 02:57 | 02:11 |
 | Chaos Knight | 17 | 53.13% | 62.6 | 52.94% | -0.39% | +47.06% | -52.94% | -12.27% | 21:32 | 15:55 | 17:12 | 21:39 | 25:21 | 28:10 | 08:09 | 06:02 |
 | Earthshaker | 33 | 94.29% | 61.5 | 45.45% | +45.45% | +17.05% | -20.45% | -4.43% | 19:49 | 10:42 | 14:57 | 19:34 | 23:25 | 31:41 | 08:28 | 06:16 |
 | Leshrac | 47 | 56.63% | 60.4 | 48.94% | -9.39% | -7.27% | -7.27% | 0.00% | 29:18 | 10:42 | 24:23 | 29:08 | 33:24 | 52:55 | 09:01 | 06:40 |
 | Primal Beast | 62 | 64.58% | 59.3 | 46.77% | +5.59% | +3.23% | -6.77% | -1.66% | 25:12 | 10:21 | 21:30 | 23:55 | 27:31 | 39:15 | 06:01 | 04:27 |
 | Tidehunter | 46 | 88.46% | 58.2 | 43.48% | -23.19% | -1.81% | +1.97% | 0.64% | 22:27 | 14:00 | 18:31 | 21:39 | 24:24 | 39:11 | 05:53 | 04:21 |
 | Troll Warlord | 6 | 20.69% | 57.1 | 66.67% | +36.24% | +33.33% | -66.67% | 0.00% | 28:45 | 23:14 | 27:54 | 29:05 | 30:59 | 31:45 | 03:05 | 02:17 |
 | Drow Ranger | 16 | 22.22% | 56.0 | 56.25% | +18.75% | -6.25% | -31.25% | 0.00% | 41:45 | 30:43 | 36:44 | 40:39 | 46:35 | 60:19 | 09:51 | 07:17 |
 | Batrider | 50 | 86.21% | 54.9 | 42.00% | +17.00% | -3.54% | +24.67% | 6.15% | 25:32 | 12:25 | 22:35 | 24:28 | 27:10 | 44:38 | 04:35 | 03:23 |
 | Ursa | 67 | 95.71% | 53.8 | 40.30% | +40.30% | +12.64% | +0.88% | -2.14% | 19:40 | 13:48 | 16:32 | 19:19 | 22:02 | 28:47 | 05:30 | 04:04 |
 | Enigma | 41 | 83.67% | 52.7 | 41.46% | -21.04% | -1.46% | +18.54% | 2.93% | 22:03 | 12:32 | 18:37 | 21:17 | 25:26 | 36:57 | 06:49 | 05:02 |
 | Pudge | 24 | 85.71% | 51.6 | 41.67% | +41.67% | -8.34% | +8.33% | 4.05% | 22:43 | 13:50 | 20:46 | 22:50 | 24:53 | 30:35 | 04:07 | 03:02 |
 | Magnus | 20 | 95.24% | 50.5 | 40.00% | -60.00% | 0.00% | 0.00% | 0.00% | 18:55 | 11:34 | 14:12 | 16:52 | 21:35 | 31:54 | 07:23 | 05:28 |
 | Sniper | 4 | 13.33% | 49.5 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 49:57 | 30:25 | 30:25 | 48:38 | 51:33 | 1:09:11 | 21:08 | 15:39 |
 | Legion Commander | 13 | 100.00% | 48.4 | 38.46% | +38.46% | +28.21% | -5.13% | -5.57% | 14:45 | 09:05 | 11:34 | 14:30 | 17:33 | 21:00 | 05:59 | 04:25 |
 | Nyx Assassin | 13 | 56.52% | 47.3 | 46.15% | +46.15% | -12.82% | -12.82% | 0.00% | 22:51 | 16:54 | 19:31 | 20:38 | 24:27 | 32:56 | 04:56 | 03:39 |
 | Pugna | 8 | 16.00% | 46.2 | 62.50% | +2.98% | -12.50% | -62.50% | -5.47% | 33:46 | 16:22 | 25:43 | 32:56 | 34:51 | 52:34 | 09:08 | 06:45 |
 | Snapfire | 26 | 20.47% | 45.1 | 50.00% | +9.41% | +21.43% | 0.00% | -2.08% | 31:09 | 12:23 | 23:13 | 27:06 | 33:30 | 1:08:16 | 10:17 | 07:37 |
 | Shadow Fiend | 21 | 35.00% | 44.0 | 47.62% | +6.59% | +32.38% | -7.62% | -1.46% | 27:13 | 08:54 | 10:26 | 31:40 | 37:51 | 46:13 | 27:25 | 20:18 |
 | Razor | 3 | 30.00% | 42.9 | 66.67% | +23.81% | +33.33% | 0.00% | -2.69% | 25:03 | 20:07 | 20:07 | 22:33 | 32:30 | 32:30 | 12:23 | 09:10 |
 | Mars | 21 | 91.30% | 41.8 | 38.10% | +38.10% | +21.90% | -38.10% | -15.86% | 14:45 | 09:32 | 11:44 | 13:59 | 15:31 | 27:00 | 03:47 | 02:48 |
 | Skywrath Mage | 6 | 10.91% | 40.7 | 66.67% | +27.89% | -66.67% | +33.33% | 7.59% | 28:58 | 21:42 | 24:04 | 25:25 | 37:15 | 39:06 | 13:11 | 09:45 |
 | Terrorblade | 13 | 14.94% | 39.6 | 53.85% | +1.15% | -20.52% | +12.82% | 6.76% | 40:45 | 25:46 | 37:38 | 41:15 | 42:34 | 54:57 | 04:56 | 03:39 |
 | Marci | 16 | 41.03% | 38.5 | 43.75% | -8.42% | +31.25% | -18.75% | -5.56% | 28:53 | 22:19 | 23:31 | 27:14 | 32:31 | 36:51 | 09:00 | 06:40 |
 | Hoodwink | 19 | 39.58% | 37.4 | 42.11% | +7.63% | -22.11% | +17.89% | 3.54% | 27:39 | 18:19 | 21:30 | 25:47 | 32:48 | 43:46 | 11:18 | 08:22 |
 | Lycan | 2 | 4.08% | 36.3 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 27:31 | 22:01 | 22:01 | 33:01 | 33:01 | 33:01 | 11:00 | 08:08 |
 | Kunkka | 7 | 14.58% | 35.2 | 57.14% | +8.36% | -7.14% | -7.14% | 0.00% | 32:19 | 22:00 | 24:58 | 31:24 | 31:57 | 46:59 | 06:59 | 05:10 |
 | Shadow Demon | 10 | 55.56% | 34.1 | 40.00% | +2.50% | +26.67% | -40.00% | -4.16% | 34:38 | 22:23 | 25:22 | 33:40 | 41:24 | 53:01 | 16:02 | 11:52 |
 | Invoker | 23 | 69.70% | 33.0 | 34.78% | +4.78% | -1.45% | -1.45% | 0.00% | 26:34 | 16:21 | 21:51 | 23:50 | 28:42 | 49:06 | 06:51 | 05:04 |
 | Tinker | 13 | 100.00% | 31.9 | 30.77% | +30.77% | +2.56% | -30.77% | -11.69% | 10:07 | 07:37 | 08:24 | 10:24 | 11:15 | 13:11 | 02:51 | 02:06 |
 | Naga Siren | 7 | 11.86% | 30.8 | 57.14% | +1.37% | +42.86% | -7.14% | 0.00% | 40:04 | 30:17 | 34:55 | 38:19 | 42:20 | 50:04 | 07:25 | 05:29 |
 | Juggernaut | 1 | 12.50% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Meepo | 2 | 50.00% | 28.6 | 50.00% | -50.00% | +50.00% | 0.00% | -6.17% | 19:21 | 15:18 | 15:18 | 23:24 | 23:24 | 23:24 | 08:06 | 06:00 |
 | Lina | 1 | 11.11% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Zeus | 10 | 40.00% | 26.4 | 40.00% | -13.33% | +60.00% | -40.00% | -13.42% | 31:22 | 21:16 | 27:05 | 31:21 | 34:32 | 42:41 | 07:27 | 05:31 |
 | Outworld Destroyer | 10 | 83.33% | 25.3 | 30.00% | -20.00% | +3.33% | -30.00% | -11.69% | 21:44 | 15:39 | 20:48 | 21:21 | 23:39 | 25:57 | 02:51 | 02:06 |
 | Monkey King | 2 | 1.90% | 24.2 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 46:23 | 43:21 | 43:21 | 49:25 | 49:25 | 49:25 | 06:04 | 04:29 |
 | Dawnbreaker | 7 | 31.82% | 23.1 | 42.86% | -23.81% | +7.14% | +57.14% | 4.75% | 32:31 | 18:41 | 21:10 | 31:14 | 31:41 | 53:06 | 10:31 | 07:47 |
 | Mirana | 2 | 1.34% | 22.0 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 35:33 | 33:38 | 33:38 | 37:28 | 37:28 | 37:28 | 03:50 | 02:50 |
 | Centaur Warrunner | 34 | 94.44% | 20.9 | 23.53% | -26.47% | +9.80% | -11.03% | -7.48% | 14:40 | 09:53 | 13:02 | 14:31 | 15:49 | 24:22 | 02:47 | 02:03 |
 | Lifestealer | 1 | 4.55% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Keeper of the Light | 6 | 4.69% | 18.7 | 50.00% | -4.92% | 0.00% | -50.00% | 0.00% | 26:30 | 19:26 | 19:38 | 21:10 | 28:42 | 42:59 | 09:04 | 06:42 |
 | Storm Spirit | 6 | 4.05% | 17.6 | 50.00% | -4.93% | 0.00% | -50.00% | 0.00% | 33:57 | 22:43 | 31:17 | 32:32 | 35:14 | 47:51 | 03:57 | 02:55 |
 | Undying | 3 | 2.22% | 16.5 | 66.67% | +19.70% | +33.33% | 0.00% | 0.00% | 31:03 | 21:01 | 21:01 | 36:00 | 36:07 | 36:07 | 15:06 | 11:11 |
 | Clockwerk | 3 | 2.21% | 15.4 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 38:10 | 31:11 | 31:11 | 34:20 | 48:58 | 48:58 | 17:47 | 13:10 |
 | Grimstroke | 2 | 20.00% | 14.3 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 34:56 | 29:16 | 29:16 | 40:36 | 40:36 | 40:36 | 11:20 | 08:23 |
 | Omniknight | 3 | 37.50% | 13.2 | 33.33% | +13.33% | +66.67% | 0.00% | -2.05% | 30:11 | 18:24 | 18:24 | 21:17 | 50:53 | 50:53 | 32:29 | 24:03 |
 | Sand King | 7 | 100.00% | 12.1 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | 11:59 | 09:34 | 09:55 | 11:37 | 13:03 | 15:27 | 03:08 | 02:19 |
 | Slark | 1 | 1.33% | 11.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Witch Doctor | 4 | 30.77% | 9.9 | 25.00% | -63.89% | -25.00% | -25.00% | 0.00% | 28:15 | 09:55 | 09:55 | 21:26 | 29:46 | 51:53 | 19:51 | 14:42 |
 | Windranger | 4 | 26.67% | 8.8 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 25:35 | 20:51 | 20:51 | 21:15 | 24:53 | 35:21 | 04:02 | 02:59 |
 | Underlord | 3 | 3.57% | 7.7 | 33.33% | -24.69% | +66.67% | 0.00% | 0.00% | 30:46 | 27:58 | 27:58 | 31:20 | 33:00 | 33:00 | 05:02 | 03:43 |
 | Brewmaster | 7 | 29.17% | 6.6 | 14.29% | -32.77% | -14.29% | -14.29% | 0.00% | 22:13 | 11:25 | 12:51 | 24:11 | 28:39 | 31:34 | 15:48 | 11:42 |
 | Jakiro | 2 | 6.45% | 5.5 | 0.00% | -37.93% | 0.00% | 0.00% | 0.00% | 34:54 | 27:12 | 27:12 | 42:36 | 42:36 | 42:36 | 15:24 | 11:24 |
 | Arc Warden | 1 | 50.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 7.14% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:40 | 17:40 | 17:45 | 17:45 | 17:45 | 00:05 | 00:03 |
 | Muerta | 1 | 3.45% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 |