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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 | 1494 | 36.35% | 74.4 | 52.81% | +18.65% | -2.01% | +6.98% | 0.88% | 20:35 | 07:02 | 14:37 | 18:28 | 24:51 | 55:15 | 07:34 |
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 | |
 | Enigma | 11 | 100.00% | 100.0 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 18:13 | 11:01 | 14:31 | 17:21 | 18:47 | 29:07 | 04:16 | 03:09 |
 | Snapfire | 36 | 24.66% | 98.7 | 80.56% | +38.74% | -13.89% | -13.89% | 0.00% | 31:13 | 09:08 | 25:43 | 29:22 | 34:58 | 51:52 | 09:15 | 06:51 |
 | Sniper | 1 | 50.00% | 97.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 50.00% | 96.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Windranger | 14 | 82.35% | 94.7 | 71.43% | +38.10% | +28.57% | -4.76% | -9.71% | 26:38 | 22:21 | 24:02 | 25:10 | 27:28 | 37:21 | 03:26 | 02:32 |
 | Dark Willow | 20 | 40.82% | 93.4 | 75.00% | +50.86% | -15.00% | -15.00% | 0.00% | 30:36 | 17:14 | 25:41 | 27:37 | 34:49 | 45:34 | 09:08 | 06:45 |
 | Disruptor | 3 | 20.00% | 92.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:31 | 32:20 | 32:20 | 36:58 | 55:15 | 55:15 | 22:55 | 16:58 |
 | Wraith King | 38 | 49.35% | 90.8 | 68.42% | +22.27% | +11.58% | +20.47% | 0.86% | 27:39 | 16:32 | 21:58 | 25:53 | 32:17 | 49:15 | 10:19 | 07:38 |
 | Slardar | 30 | 93.75% | 89.5 | 63.33% | +13.33% | +11.67% | +8.10% | -0.81% | 15:54 | 11:03 | 12:08 | 13:29 | 16:32 | 38:44 | 04:24 | 03:15 |
 | Magnus | 34 | 100.00% | 88.2 | 61.76% | +61.76% | +4.91% | -11.76% | -2.41% | 16:46 | 09:03 | 13:10 | 16:16 | 20:05 | 27:23 | 06:55 | 05:07 |
 | Nyx Assassin | 28 | 35.90% | 86.8 | 67.86% | +5.86% | +3.57% | -10.72% | -1.06% | 28:22 | 15:26 | 20:07 | 27:26 | 33:35 | 46:54 | 13:28 | 09:58 |
 | Hoodwink | 3 | 12.00% | 85.5 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 26:29 | 22:02 | 22:02 | 27:12 | 30:14 | 30:14 | 08:12 | 06:04 |
 | Templar Assassin | 30 | 88.24% | 84.2 | 56.67% | +31.67% | +5.83% | +0.47% | -0.88% | 15:26 | 09:28 | 11:25 | 14:08 | 17:32 | 35:19 | 06:07 | 04:31 |
 | Beastmaster | 34 | 66.67% | 82.9 | 58.82% | +5.88% | -3.26% | +3.68% | 0.83% | 23:07 | 15:58 | 18:37 | 22:53 | 26:58 | 35:34 | 08:21 | 06:11 |
 | Shadow Shaman | 14 | 77.78% | 81.6 | 57.14% | +32.14% | -7.14% | +42.86% | 8.65% | 25:35 | 14:26 | 22:00 | 22:59 | 27:47 | 36:12 | 05:47 | 04:17 |
 | Legion Commander | 26 | 65.00% | 80.3 | 57.69% | +7.69% | -14.83% | +25.64% | 3.23% | 20:17 | 12:29 | 14:19 | 18:00 | 26:51 | 35:16 | 12:32 | 09:17 |
 | Tusk | 53 | 77.94% | 78.9 | 54.72% | +21.39% | +6.82% | -16.26% | -4.13% | 23:15 | 14:50 | 20:31 | 21:38 | 26:06 | 41:46 | 05:35 | 04:08 |
 | Mars | 86 | 83.50% | 77.6 | 53.49% | +6.43% | -8.04% | +8.41% | 2.44% | 18:09 | 10:41 | 14:18 | 16:26 | 21:03 | 35:58 | 06:45 | 05:00 |
 | Morphling | 6 | 12.50% | 76.3 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 31:32 | 24:02 | 27:51 | 30:02 | 36:41 | 39:08 | 08:50 | 06:32 |
 | Alchemist | 5 | 71.43% | 75.0 | 60.00% | +10.00% | -60.00% | +40.00% | 18.13% | 23:56 | 18:32 | 18:32 | 23:16 | 24:03 | 34:37 | 05:31 | 04:05 |
 | Puck | 101 | 97.12% | 73.7 | 51.49% | +18.16% | +12.51% | +4.51% | -1.63% | 18:26 | 10:50 | 15:46 | 17:45 | 20:40 | 28:06 | 04:54 | 03:37 |
 | Doom | 42 | 85.71% | 72.4 | 52.38% | -33.33% | +11.26% | -22.38% | -4.01% | 17:45 | 10:14 | 12:23 | 16:11 | 20:46 | 45:56 | 08:23 | 06:12 |
 | Oracle | 26 | 47.27% | 71.1 | 57.69% | +30.10% | +28.02% | -24.36% | -6.98% | 28:42 | 16:37 | 25:16 | 27:22 | 32:46 | 42:07 | 07:30 | 05:33 |
 | Earthshaker | 4 | 100.00% | 69.7 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 17:37 | 16:14 | 16:14 | 17:40 | 18:13 | 18:20 | 01:59 | 01:28 |
 | Tidehunter | 37 | 71.15% | 68.4 | 51.35% | -8.65% | +4.21% | +26.43% | 2.35% | 20:54 | 12:39 | 15:26 | 18:41 | 24:53 | 48:52 | 09:27 | 07:00 |
 | Centaur Warrunner | 134 | 95.04% | 67.1 | 48.51% | -8.63% | +1.49% | -6.09% | -2.74% | 15:31 | 10:13 | 14:03 | 15:15 | 16:49 | 26:04 | 02:46 | 02:02 |
 | Axe | 44 | 100.00% | 65.8 | 47.73% | +47.73% | +15.91% | +6.82% | -2.48% | 13:59 | 09:08 | 11:32 | 13:08 | 15:12 | 22:45 | 03:40 | 02:42 |
 | Leshrac | 16 | 21.62% | 64.5 | 62.50% | +9.05% | +37.50% | -62.50% | -11.09% | 30:01 | 20:30 | 23:55 | 28:12 | 32:56 | 48:48 | 09:01 | 06:40 |
 | Chaos Knight | 5 | 55.56% | 63.2 | 60.00% | +35.00% | +40.00% | +40.00% | 0.00% | 21:13 | 16:22 | 16:22 | 19:09 | 19:41 | 33:02 | 03:19 | 02:27 |
 | Tiny | 133 | 97.08% | 61.8 | 46.62% | -28.38% | +10.96% | -13.29% | -5.55% | 13:51 | 08:36 | 11:18 | 12:56 | 15:40 | 23:43 | 04:22 | 03:14 |
 | Lion | 118 | 92.19% | 60.5 | 46.61% | +6.61% | +6.72% | -1.78% | -2.44% | 19:15 | 12:40 | 16:27 | 17:47 | 19:56 | 43:49 | 03:29 | 02:34 |
 | Winter Wyvern | 13 | 54.17% | 59.2 | 53.85% | -0.70% | -53.85% | +12.82% | 7.95% | 26:05 | 19:03 | 20:53 | 22:23 | 29:16 | 40:56 | 08:23 | 06:12 |
 | Batrider | 19 | 86.36% | 57.9 | 47.37% | -52.63% | -7.37% | -27.37% | -5.13% | 23:26 | 15:03 | 21:27 | 24:05 | 25:21 | 31:30 | 03:54 | 02:53 |
 | Shadow Demon | 20 | 62.50% | 56.6 | 50.00% | -8.33% | +10.00% | -10.00% | -2.33% | 28:24 | 15:04 | 23:49 | 26:43 | 32:23 | 47:03 | 08:34 | 06:20 |
 | Dark Seer | 17 | 45.95% | 55.3 | 52.94% | +7.94% | +22.06% | -2.94% | -4.10% | 28:11 | 16:42 | 24:20 | 29:42 | 30:26 | 36:24 | 06:06 | 04:31 |
 | Sand King | 37 | 100.00% | 53.9 | 43.24% | +43.24% | +12.32% | -21.02% | -11.84% | 11:01 | 07:02 | 08:59 | 11:00 | 11:48 | 16:50 | 02:49 | 02:05 |
 | Dragon Knight | 41 | 93.18% | 52.6 | 43.90% | +43.90% | +6.10% | -3.90% | -3.49% | 13:22 | 09:16 | 11:26 | 12:27 | 14:18 | 23:39 | 02:52 | 02:07 |
 | Ancient Apparition | 5 | 7.04% | 51.3 | 80.00% | +23.94% | +20.00% | -80.00% | 0.00% | 33:45 | 22:56 | 22:56 | 31:27 | 40:59 | 46:28 | 18:03 | 13:22 |
 | Ursa | 30 | 66.67% | 50.0 | 43.33% | -3.34% | +19.17% | -0.47% | -3.01% | 20:52 | 14:16 | 17:16 | 18:34 | 23:48 | 41:49 | 06:32 | 04:50 |
 | Grimstroke | 14 | 14.74% | 48.7 | 57.14% | +15.16% | +17.86% | +9.53% | -1.13% | 35:01 | 27:17 | 30:09 | 34:34 | 37:30 | 44:19 | 07:21 | 05:26 |
 | Treant Protector | 17 | 44.74% | 47.4 | 47.06% | +8.96% | +2.94% | +2.94% | 0.00% | 25:55 | 15:11 | 21:48 | 24:42 | 29:45 | 38:10 | 07:57 | 05:53 |
 | Pangolier | 23 | 76.67% | 46.1 | 39.13% | -3.73% | -22.46% | -5.80% | 2.70% | 19:29 | 11:57 | 14:43 | 18:55 | 20:53 | 33:38 | 06:10 | 04:34 |
 | Night Stalker | 5 | 83.33% | 44.7 | 40.00% | +40.00% | +60.00% | -40.00% | -9.80% | 20:46 | 13:01 | 13:01 | 20:28 | 23:13 | 32:41 | 10:12 | 07:33 |
 | Bristleback | 4 | 9.76% | 43.4 | 75.00% | +20.95% | -75.00% | +25.00% | 0.00% | 26:48 | 17:30 | 17:30 | 20:19 | 33:05 | 36:19 | 15:35 | 11:32 |
 | Omniknight | 1 | 14.29% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Elder Titan | 4 | 6.15% | 40.8 | 75.00% | +17.62% | -75.00% | +25.00% | 0.00% | 36:14 | 24:55 | 24:55 | 25:41 | 47:03 | 47:16 | 22:08 | 16:23 |
 | Rubick | 19 | 61.29% | 39.5 | 36.84% | +28.51% | -16.84% | +3.16% | 4.58% | 24:36 | 16:39 | 21:20 | 23:51 | 25:42 | 34:22 | 04:22 | 03:14 |
 | Pudge | 2 | 50.00% | 38.2 | 50.00% | 0.00% | +50.00% | 0.00% | -50.00% | 20:55 | 20:33 | 20:33 | 21:16 | 21:16 | 21:16 | 00:43 | 00:31 |
 | Razor | 3 | 12.50% | 36.8 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 34:48 | 24:52 | 24:52 | 27:39 | 51:52 | 51:52 | 27:00 | 20:00 |
 | Mirana | 5 | 8.20% | 35.5 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 27:19 | 22:53 | 22:53 | 26:54 | 28:18 | 31:46 | 05:25 | 04:00 |
 | Outworld Destroyer | 3 | 75.00% | 34.2 | 33.33% | +33.33% | -33.33% | 0.00% | 1.87% | 22:48 | 14:07 | 14:07 | 22:22 | 31:55 | 31:55 | 17:48 | 13:11 |
 | Lina | 6 | 12.00% | 32.9 | 50.00% | -4.55% | -50.00% | -50.00% | 0.00% | 26:49 | 15:27 | 26:12 | 26:31 | 29:57 | 35:43 | 03:45 | 02:46 |
 | Invoker | 7 | 19.44% | 31.6 | 42.86% | -8.86% | +7.14% | -42.86% | -18.40% | 22:23 | 13:24 | 18:48 | 21:24 | 21:31 | 33:48 | 02:43 | 02:00 |
 | Juggernaut | 6 | 9.38% | 30.3 | 50.00% | -5.17% | -50.00% | +50.00% | 0.00% | 30:35 | 22:00 | 27:47 | 31:29 | 33:49 | 35:36 | 06:02 | 04:28 |
 | Terrorblade | 1 | 5.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Death Prophet | 3 | 5.26% | 27.6 | 66.67% | +25.93% | +33.33% | 0.00% | 0.00% | 28:18 | 20:04 | 20:04 | 31:15 | 33:36 | 33:36 | 13:32 | 10:01 |
 | Sven | 15 | 48.39% | 26.3 | 26.67% | -42.08% | -26.67% | -1.67% | 4.29% | 27:28 | 20:51 | 22:24 | 25:12 | 28:14 | 48:03 | 05:50 | 04:19 |
 | Witch Doctor | 1 | 4.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 00:00 | 00:00 |
 | Skywrath Mage | 6 | 28.57% | 23.7 | 33.33% | -6.67% | +66.67% | -33.33% | -9.74% | 29:15 | 24:27 | 24:33 | 25:20 | 34:49 | 35:46 | 10:16 | 07:36 |
 | Medusa | 4 | 7.41% | 22.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 38:47 | 30:24 | 30:24 | 37:11 | 40:08 | 47:25 | 09:44 | 07:12 |
 | Luna | 1 | 2.04% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 1.85% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.69% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.67% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.61% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Abaddon | 1 | 1.52% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Pugna | 7 | 63.64% | 13.2 | 14.29% | -35.71% | -14.29% | +35.71% | 26.32% | 23:32 | 16:08 | 20:23 | 22:13 | 22:17 | 33:20 | 01:54 | 01:24 |
 | Warlock | 2 | 3.39% | 11.8 | 50.00% | -9.65% | +50.00% | 0.00% | 0.00% | 38:02 | 31:00 | 31:00 | 45:04 | 45:04 | 45:04 | 14:04 | 10:25 |
 | Timbersaw | 2 | 3.33% | 10.5 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 36:10 | 34:00 | 34:00 | 38:19 | 38:19 | 38:19 | 04:19 | 03:11 |
 | Drow Ranger | 4 | 22.22% | 9.2 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 33:47 | 24:25 | 24:25 | 28:15 | 28:46 | 53:42 | 04:21 | 03:13 |
 | Arc Warden | 1 | 11.11% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 00:00 | 00:00 |
 | Tinker | 3 | 100.00% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 15:27 | 15:27 | 16:40 | 16:44 | 16:44 | 01:17 | 00:57 |
 | Phantom Lancer | 1 | 4.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 11.11% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 2.27% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Necrophos | 2 | 9.52% | 1.3 | 0.00% | -57.89% | 0.00% | 0.00% | 0.00% | 44:30 | 34:00 | 34:00 | 55:00 | 55:00 | 55:00 | 21:00 | 15:33 |