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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 | 3022 | 32.81% | 74.4 | 55.46% | +20.25% | +1.15% | -2.61% | -0.36% | 22:21 | 08:51 | 16:14 | 20:43 | 26:39 | 1:01:33 | 07:42 |
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 | |
 | Shadow Demon | 20 | 45.45% | 100.0 | 75.00% | +37.50% | +25.00% | -15.00% | -7.87% | 30:23 | 20:40 | 26:29 | 29:33 | 31:34 | 52:11 | 05:05 | 03:45 |
 | Disruptor | 9 | 15.00% | 98.9 | 88.89% | +35.95% | +11.11% | -38.89% | -2.06% | 42:36 | 23:47 | 27:11 | 49:31 | 51:27 | 58:48 | 24:16 | 17:58 |
 | Oracle | 67 | 41.36% | 97.8 | 68.66% | +26.55% | +7.81% | -9.84% | -1.68% | 30:23 | 18:02 | 24:58 | 28:55 | 35:27 | 59:17 | 10:29 | 07:45 |
 | Sven | 2 | 28.57% | 96.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 28:55 | 23:42 | 23:42 | 34:08 | 34:08 | 34:08 | 10:26 | 07:43 |
 | Magnus | 11 | 100.00% | 95.6 | 63.64% | +63.64% | +3.03% | -30.31% | -11.50% | 12:26 | 09:51 | 10:09 | 12:20 | 13:03 | 16:18 | 02:54 | 02:08 |
 | Slardar | 30 | 88.24% | 94.5 | 63.33% | +63.33% | +11.67% | +8.10% | -1.03% | 17:10 | 11:07 | 13:44 | 15:33 | 17:11 | 34:53 | 03:27 | 02:33 |
 | Nyx Assassin | 72 | 33.96% | 93.4 | 66.67% | +19.53% | 0.00% | -16.67% | -1.46% | 27:45 | 15:05 | 21:13 | 26:48 | 32:40 | 49:55 | 11:27 | 08:28 |
 | Shadow Shaman | 97 | 52.72% | 92.3 | 63.92% | +32.89% | +19.41% | -9.75% | -5.59% | 27:14 | 14:38 | 23:38 | 26:27 | 28:51 | 52:16 | 05:13 | 03:51 |
 | Dark Seer | 22 | 40.00% | 91.2 | 68.18% | +28.79% | +15.15% | -8.18% | -2.54% | 30:47 | 20:03 | 25:10 | 31:58 | 34:21 | 40:43 | 09:11 | 06:48 |
 | Beastmaster | 103 | 57.87% | 90.1 | 61.17% | +3.84% | +11.91% | -15.02% | -3.57% | 24:13 | 14:28 | 19:59 | 23:41 | 27:32 | 42:33 | 07:33 | 05:35 |
 | Puck | 285 | 85.84% | 89.0 | 57.89% | +17.46% | -1.55% | -2.96% | -0.29% | 18:09 | 09:14 | 15:07 | 17:26 | 20:02 | 35:33 | 04:55 | 03:38 |
 | Keeper of the Light | 9 | 5.17% | 87.9 | 88.89% | +36.77% | +11.11% | +11.11% | 0.00% | 28:58 | 15:38 | 19:05 | 30:38 | 32:21 | 50:48 | 13:16 | 09:49 |
 | Pangolier | 155 | 84.70% | 86.8 | 57.42% | +25.28% | +1.55% | +6.68% | 0.70% | 21:11 | 10:14 | 17:02 | 20:25 | 24:22 | 39:30 | 07:20 | 05:25 |
 | Earthshaker | 152 | 98.06% | 85.7 | 56.58% | -43.42% | +11.84% | -14.47% | -9.40% | 16:43 | 10:47 | 15:01 | 16:24 | 17:49 | 32:57 | 02:48 | 02:04 |
 | Winter Wyvern | 17 | 48.57% | 84.6 | 64.71% | +25.82% | +35.29% | +10.29% | -2.28% | 24:56 | 15:47 | 18:49 | 25:21 | 29:47 | 40:17 | 10:58 | 08:07 |
 | Tidehunter | 122 | 79.74% | 83.5 | 56.56% | +17.85% | +11.18% | -6.56% | -2.85% | 19:51 | 10:50 | 16:08 | 18:56 | 22:22 | 37:44 | 06:14 | 04:37 |
 | Mirana | 11 | 7.64% | 82.4 | 81.82% | +36.71% | -15.15% | +18.18% | 4.14% | 31:55 | 24:53 | 25:46 | 30:44 | 33:49 | 41:41 | 08:03 | 05:57 |
 | Lion | 77 | 71.96% | 81.3 | 57.14% | +30.47% | +16.54% | +0.75% | -1.89% | 22:09 | 13:06 | 17:30 | 20:43 | 25:52 | 37:19 | 08:22 | 06:11 |
 | Alchemist | 45 | 50.56% | 80.2 | 60.00% | +30.45% | -5.45% | -23.64% | -2.76% | 23:43 | 12:33 | 19:09 | 21:40 | 25:44 | 44:53 | 06:35 | 04:52 |
 | Wraith King | 118 | 51.30% | 79.1 | 57.63% | +2.27% | +2.37% | -9.35% | -1.46% | 25:39 | 15:12 | 20:16 | 23:18 | 28:17 | 56:36 | 08:01 | 05:56 |
 | Juggernaut | 20 | 16.53% | 78.0 | 70.00% | +29.41% | -10.00% | -10.00% | 0.00% | 35:02 | 17:17 | 29:13 | 34:14 | 37:39 | 59:52 | 08:26 | 06:14 |
 | Tusk | 126 | 67.74% | 76.9 | 56.35% | +26.35% | +9.28% | -4.74% | -1.94% | 23:42 | 15:02 | 19:00 | 22:08 | 26:14 | 52:20 | 07:14 | 05:21 |
 | Rubick | 131 | 67.18% | 75.8 | 54.96% | +26.83% | +8.68% | -21.63% | -4.55% | 25:30 | 15:32 | 21:27 | 25:25 | 28:07 | 44:43 | 06:40 | 04:56 |
 | Medusa | 7 | 8.24% | 74.7 | 85.71% | +34.43% | +14.29% | +14.29% | 0.00% | 31:44 | 27:35 | 28:00 | 29:52 | 31:05 | 44:01 | 03:05 | 02:17 |
 | Troll Warlord | 24 | 15.09% | 73.6 | 66.67% | +11.86% | +16.66% | -16.67% | -4.18% | 33:07 | 20:15 | 26:32 | 31:55 | 34:30 | 54:13 | 07:58 | 05:54 |
 | Centaur Warrunner | 19 | 95.00% | 72.5 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | 16:13 | 11:58 | 13:48 | 15:33 | 16:25 | 27:42 | 02:37 | 01:56 |
 | Outworld Destroyer | 58 | 54.21% | 71.4 | 55.17% | +26.60% | +4.83% | +1.97% | -0.38% | 18:15 | 11:00 | 14:03 | 16:09 | 21:39 | 32:41 | 07:36 | 05:37 |
 | Batrider | 122 | 82.99% | 70.3 | 51.64% | +11.64% | +9.65% | -14.97% | -2.67% | 21:30 | 12:03 | 16:17 | 21:14 | 25:31 | 47:14 | 09:14 | 06:50 |
 | Dragon Knight | 51 | 94.44% | 69.2 | 50.98% | +17.65% | -4.83% | -20.21% | -3.89% | 15:35 | 10:39 | 12:23 | 14:37 | 16:20 | 30:27 | 03:57 | 02:55 |
 | Sniper | 4 | 100.00% | 68.1 | 50.00% | +50.00% | +50.00% | -50.00% | -58.25% | 31:15 | 30:06 | 30:06 | 30:42 | 31:49 | 32:23 | 01:43 | 01:16 |
 | Axe | 24 | 100.00% | 67.0 | 50.00% | +50.00% | +33.33% | -33.33% | -21.86% | 13:52 | 10:33 | 11:58 | 13:07 | 15:01 | 19:53 | 03:03 | 02:15 |
 | Sand King | 64 | 94.12% | 65.9 | 50.00% | 0.00% | +18.75% | 0.00% | -6.18% | 13:24 | 08:51 | 11:16 | 13:10 | 14:18 | 37:05 | 03:02 | 02:14 |
 | Mars | 231 | 87.50% | 64.8 | 49.78% | +13.42% | -8.40% | +0.22% | 1.15% | 18:45 | 10:22 | 14:38 | 17:02 | 22:07 | 43:10 | 07:29 | 05:32 |
 | Tiny | 51 | 100.00% | 63.7 | 49.02% | +49.02% | +4.83% | -10.56% | -4.76% | 15:24 | 09:57 | 13:23 | 15:13 | 16:37 | 21:51 | 03:14 | 02:23 |
 | Ursa | 86 | 71.67% | 62.6 | 50.00% | +29.41% | +31.82% | -30.95% | -8.30% | 22:29 | 15:04 | 17:25 | 21:44 | 24:59 | 38:35 | 07:34 | 05:36 |
 | Dark Willow | 26 | 55.32% | 61.5 | 53.85% | +6.23% | -25.28% | -20.52% | 1.02% | 28:00 | 15:20 | 26:14 | 27:22 | 30:54 | 40:27 | 04:40 | 03:27 |
 | Earth Spirit | 10 | 4.10% | 60.4 | 80.00% | +38.12% | -46.67% | +20.00% | 9.41% | 34:56 | 21:46 | 30:11 | 32:22 | 37:16 | 60:03 | 07:05 | 05:14 |
 | Enigma | 81 | 84.38% | 59.3 | 48.15% | +1.48% | +6.85% | +1.85% | -0.47% | 22:09 | 11:45 | 15:24 | 21:29 | 26:01 | 41:30 | 10:37 | 07:51 |
 | Crystal Maiden | 15 | 12.20% | 58.2 | 66.67% | +25.00% | -16.67% | -16.67% | 0.00% | 34:24 | 17:09 | 21:40 | 32:42 | 35:26 | 1:01:33 | 13:46 | 10:11 |
 | Zeus | 7 | 53.85% | 57.1 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 23:41 | 18:54 | 18:56 | 23:09 | 23:45 | 30:21 | 04:49 | 03:34 |
 | Templar Assassin | 46 | 95.83% | 56.0 | 45.65% | -4.35% | +12.68% | +8.90% | -0.85% | 12:59 | 09:07 | 10:50 | 12:45 | 15:17 | 17:57 | 04:27 | 03:17 |
 | Night Stalker | 27 | 71.05% | 54.9 | 48.15% | +20.88% | -5.29% | +8.99% | 1.44% | 21:42 | 12:31 | 14:49 | 21:52 | 24:45 | 37:30 | 09:56 | 07:21 |
 | Legion Commander | 53 | 94.64% | 53.8 | 41.51% | +8.18% | +35.41% | -3.05% | -6.54% | 17:50 | 10:51 | 14:41 | 16:43 | 20:34 | 28:19 | 05:53 | 04:21 |
 | Jakiro | 2 | 8.70% | 52.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 44:09 | 35:55 | 35:55 | 52:22 | 52:22 | 52:22 | 16:27 | 12:11 |
 | Grimstroke | 36 | 20.45% | 51.6 | 50.00% | +17.86% | -5.56% | -16.67% | -1.13% | 29:08 | 18:25 | 21:31 | 27:36 | 31:22 | 54:14 | 09:51 | 07:17 |
 | Doom | 19 | 82.61% | 50.5 | 42.11% | +17.11% | -2.11% | -22.11% | -3.14% | 19:07 | 10:19 | 15:47 | 19:09 | 22:09 | 26:10 | 06:22 | 04:42 |
 | Windranger | 20 | 44.44% | 49.5 | 45.00% | -3.00% | -5.00% | +15.00% | 1.95% | 25:00 | 14:09 | 18:12 | 23:00 | 28:28 | 41:13 | 10:16 | 07:36 |
 | Pugna | 8 | 42.11% | 48.4 | 50.00% | +31.82% | 0.00% | 0.00% | 0.00% | 18:31 | 13:44 | 15:03 | 16:30 | 18:10 | 33:22 | 03:07 | 02:18 |
 | Shadow Fiend | 21 | 72.41% | 47.3 | 38.10% | -11.90% | +21.90% | -38.10% | -7.79% | 20:03 | 11:47 | 15:54 | 19:01 | 23:36 | 28:17 | 07:42 | 05:42 |
 | Bane | 1 | 16.67% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 00:00 | 00:00 |
 | Death Prophet | 30 | 13.70% | 45.1 | 46.67% | -4.12% | +3.33% | -18.10% | -2.49% | 28:58 | 17:54 | 23:05 | 28:25 | 31:42 | 51:59 | 08:37 | 06:22 |
 | Leshrac | 9 | 12.16% | 44.0 | 55.56% | +17.10% | -5.56% | +44.44% | 2.73% | 28:07 | 14:37 | 17:17 | 25:12 | 35:34 | 43:22 | 18:17 | 13:32 |
 | Phantom Lancer | 2 | 3.23% | 42.9 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 41:18 | 37:13 | 37:13 | 45:22 | 45:22 | 45:22 | 08:09 | 06:02 |
 | Nature's Prophet | 6 | 4.38% | 41.8 | 66.67% | +14.00% | +33.33% | -66.67% | 0.00% | 33:22 | 20:43 | 21:00 | 22:05 | 44:52 | 55:27 | 23:52 | 17:40 |
 | Lina | 8 | 18.18% | 40.7 | 50.00% | +11.11% | 0.00% | -50.00% | -11.41% | 26:08 | 14:59 | 22:15 | 24:52 | 26:38 | 39:39 | 04:23 | 03:14 |
 | Elder Titan | 2 | 2.04% | 39.6 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 44:28 | 38:44 | 38:44 | 50:11 | 50:11 | 50:11 | 11:27 | 08:28 |
 | Naga Siren | 3 | 12.00% | 38.5 | 66.67% | +34.85% | +33.33% | 0.00% | 0.00% | 24:35 | 23:08 | 23:08 | 25:18 | 25:19 | 25:19 | 02:11 | 01:37 |
 | Chaos Knight | 5 | 50.00% | 37.4 | 40.00% | 0.00% | +60.00% | -40.00% | -9.45% | 22:55 | 15:42 | 15:42 | 21:10 | 26:17 | 31:17 | 10:35 | 07:50 |
 | Witch Doctor | 2 | 1.72% | 36.3 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 36:07 | 33:14 | 33:14 | 39:00 | 39:00 | 39:00 | 05:46 | 04:16 |
 | Clockwerk | 2 | 1.71% | 35.2 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 32:44 | 25:22 | 25:22 | 40:06 | 40:06 | 40:06 | 14:44 | 10:54 |
 | Slark | 9 | 20.45% | 34.1 | 44.44% | +7.30% | +5.56% | +5.56% | 0.00% | 32:21 | 15:41 | 20:09 | 32:23 | 42:01 | 49:38 | 21:52 | 16:11 |
 | Snapfire | 4 | 23.53% | 33.0 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 22:25 | 18:02 | 18:02 | 19:35 | 23:08 | 28:53 | 05:06 | 03:46 |
 | Void Spirit | 9 | 2.90% | 31.9 | 55.56% | +4.06% | -5.56% | -55.56% | -5.40% | 32:45 | 20:04 | 26:23 | 32:50 | 35:39 | 46:35 | 09:16 | 06:51 |
 | Drow Ranger | 7 | 24.14% | 30.8 | 42.86% | -16.23% | +57.14% | +7.14% | -5.08% | 30:36 | 21:30 | 21:43 | 29:28 | 31:33 | 49:14 | 09:50 | 07:17 |
 | Treant Protector | 5 | 38.46% | 29.7 | 40.00% | +2.50% | +60.00% | -40.00% | -32.79% | 26:19 | 24:31 | 24:31 | 26:04 | 27:34 | 27:47 | 03:03 | 02:15 |
 | Razor | 3 | 7.69% | 28.6 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 24:52 | 20:18 | 20:18 | 21:04 | 33:14 | 33:14 | 12:56 | 09:34 |
 | Riki | 17 | 22.67% | 27.5 | 35.29% | -0.92% | -35.29% | +39.71% | 16.92% | 30:03 | 25:03 | 26:47 | 29:14 | 31:13 | 39:49 | 04:26 | 03:17 |
 | Terrorblade | 9 | 10.47% | 26.4 | 44.44% | -6.21% | +5.56% | +5.56% | 0.00% | 31:03 | 22:16 | 23:57 | 32:18 | 33:00 | 39:18 | 09:03 | 06:42 |
 | Invoker | 14 | 19.18% | 25.3 | 35.71% | -11.75% | +39.29% | -35.71% | -4.56% | 26:36 | 14:25 | 17:19 | 25:27 | 33:45 | 41:11 | 16:26 | 12:10 |
 | Omniknight | 3 | 60.00% | 24.2 | 33.33% | -16.67% | +66.67% | 0.00% | -3.49% | 30:30 | 24:05 | 24:05 | 24:14 | 43:12 | 43:12 | 19:07 | 14:09 |
 | Bounty Hunter | 1 | 4.00% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Bloodseeker | 3 | 2.91% | 22.0 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 43:09 | 39:39 | 39:39 | 43:16 | 46:31 | 46:31 | 06:52 | 05:05 |
 | Timbersaw | 3 | 2.52% | 20.9 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 29:02 | 26:38 | 26:38 | 29:06 | 31:22 | 31:22 | 04:44 | 03:30 |
 | Monkey King | 3 | 1.55% | 19.8 | 66.67% | +11.17% | -66.67% | 0.00% | 0.00% | 38:43 | 17:46 | 17:46 | 44:48 | 53:36 | 53:36 | 35:50 | 26:32 |
 | Viper | 4 | 5.56% | 18.7 | 50.00% | -4.41% | +50.00% | -50.00% | 0.00% | 28:31 | 21:13 | 21:13 | 21:37 | 32:49 | 38:24 | 11:36 | 08:35 |
 | Abaddon | 4 | 4.44% | 17.6 | 50.00% | -3.49% | -50.00% | +50.00% | 0.00% | 36:30 | 28:53 | 28:53 | 31:04 | 36:08 | 49:54 | 07:15 | 05:22 |
 | Enchantress | 1 | 1.19% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Lycan | 1 | 1.11% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Morphling | 9 | 7.69% | 14.3 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 36:14 | 26:44 | 27:55 | 35:04 | 42:11 | 47:03 | 14:16 | 10:34 |
 | Phoenix | 1 | 0.51% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |
 | Brewmaster | 8 | 15.09% | 12.1 | 25.00% | -19.44% | -25.00% | +25.00% | 5.05% | 20:42 | 11:11 | 13:53 | 18:49 | 23:47 | 31:41 | 09:54 | 07:20 |
 | Venomancer | 2 | 3.92% | 11.0 | 50.00% | +11.22% | +50.00% | 0.00% | 0.00% | 28:06 | 20:48 | 20:48 | 35:24 | 35:24 | 35:24 | 14:36 | 10:48 |
 | Kunkka | 3 | 6.52% | 9.9 | 33.33% | -22.48% | -33.33% | 0.00% | 0.00% | 28:35 | 22:17 | 22:17 | 27:22 | 36:06 | 36:06 | 13:49 | 10:14 |
 | Ember Spirit | 4 | 3.05% | 8.8 | 25.00% | -21.46% | -25.00% | -25.00% | 0.00% | 26:30 | 15:42 | 15:42 | 19:00 | 27:41 | 43:36 | 11:59 | 08:52 |
 | Lich | 1 | 11.11% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:09 | 30:09 | 30:09 | 30:09 | 30:09 | 30:09 | 00:00 | 00:00 |
 | Skywrath Mage | 3 | 21.43% | 6.6 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 30:51 | 21:27 | 21:27 | 32:14 | 38:51 | 38:51 | 17:24 | 12:53 |
 | Arc Warden | 2 | 9.52% | 5.5 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 41:36 | 37:58 | 37:58 | 45:14 | 45:14 | 45:14 | 07:16 | 05:22 |
 | Underlord | 2 | 2.60% | 4.4 | 0.00% | -54.67% | 0.00% | 0.00% | 0.00% | 37:55 | 35:48 | 35:48 | 40:01 | 40:01 | 40:01 | 04:13 | 03:07 |
 | Dazzle | 1 | 16.67% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Meepo | 1 | 33.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Tinker | 2 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:14 | 14:26 | 14:26 | 16:01 | 16:01 | 16:01 | 01:35 | 01:10 |