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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 | |
 | Black King Bar | 1236 | 29.15% | 71.7 | 53.32% | +15.34% | +3.31% | +4.61% | 0.14% | 26:43 | 12:42 | 21:02 | 24:39 | 30:35 | 1:16:07 | 07:04 |
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 | |
 | Slardar | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Razor | 1 | 100.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Lone Druid | 3 | 33.33% | 97.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 34:05 | 29:16 | 29:16 | 33:12 | 39:48 | 39:48 | 10:32 | 07:48 |
 | Storm Spirit | 55 | 61.11% | 96.3 | 67.27% | +32.98% | +11.30% | -10.13% | -3.76% | 28:02 | 19:13 | 23:32 | 26:25 | 29:14 | 46:26 | 05:42 | 04:13 |
 | Axe | 10 | 55.56% | 95.1 | 70.00% | +45.00% | -3.33% | -70.00% | -10.31% | 26:09 | 20:14 | 23:00 | 25:50 | 29:28 | 30:20 | 06:28 | 04:47 |
 | Sven | 27 | 96.43% | 93.8 | 59.26% | +59.26% | +12.17% | -16.40% | -10.20% | 19:33 | 15:59 | 17:47 | 19:01 | 20:35 | 25:17 | 02:48 | 02:04 |
 | Morphling | 28 | 52.83% | 92.6 | 64.29% | +20.29% | -7.15% | -21.43% | -1.49% | 34:17 | 19:07 | 29:48 | 31:51 | 39:24 | 53:40 | 09:36 | 07:06 |
 | Doom | 88 | 66.67% | 91.4 | 60.23% | +10.23% | -14.78% | +7.95% | 3.52% | 25:26 | 18:19 | 21:42 | 23:33 | 28:09 | 45:47 | 06:27 | 04:46 |
 | Queen of Pain | 21 | 38.89% | 90.1 | 66.67% | +15.15% | +13.33% | +33.33% | 2.20% | 30:18 | 16:58 | 22:57 | 27:52 | 32:02 | 57:50 | 09:05 | 06:43 |
 | Templar Assassin | 30 | 75.00% | 88.9 | 60.00% | +20.00% | +2.50% | -2.86% | -0.84% | 25:29 | 19:53 | 21:52 | 24:37 | 28:13 | 44:16 | 06:21 | 04:42 |
 | Muerta | 10 | 83.33% | 87.7 | 60.00% | +60.00% | +6.67% | -10.00% | -2.16% | 24:54 | 19:11 | 20:03 | 23:04 | 27:46 | 37:37 | 07:43 | 05:42 |
 | Faceless Void | 25 | 69.44% | 86.4 | 60.00% | -12.73% | +23.33% | -10.00% | -11.17% | 24:38 | 18:55 | 21:44 | 23:32 | 24:43 | 45:27 | 02:59 | 02:12 |
 | Shadow Fiend | 19 | 86.36% | 85.2 | 57.89% | -8.78% | +42.11% | +2.11% | -10.91% | 20:51 | 15:15 | 17:52 | 19:16 | 21:32 | 34:21 | 03:40 | 02:42 |
 | Mars | 19 | 86.36% | 84.0 | 57.89% | +24.56% | +22.11% | +2.11% | -6.38% | 22:26 | 16:48 | 19:51 | 22:01 | 22:59 | 34:03 | 03:08 | 02:19 |
 | Tiny | 13 | 68.42% | 82.7 | 61.54% | +44.87% | +5.13% | +38.46% | 5.04% | 26:41 | 20:52 | 22:14 | 26:33 | 28:51 | 37:43 | 06:37 | 04:54 |
 | Troll Warlord | 10 | 76.92% | 81.5 | 60.00% | +26.67% | +6.67% | -10.00% | -4.49% | 21:17 | 17:33 | 19:27 | 20:23 | 23:10 | 25:27 | 03:43 | 02:45 |
 | Tinker | 5 | 83.33% | 80.2 | 60.00% | +60.00% | +40.00% | -60.00% | -10.02% | 29:45 | 21:14 | 21:14 | 27:07 | 31:13 | 44:35 | 09:59 | 07:23 |
 | Invoker | 8 | 66.67% | 79.0 | 62.50% | +62.50% | +37.50% | -12.50% | -27.27% | 24:23 | 20:41 | 23:12 | 23:19 | 25:02 | 30:59 | 01:50 | 01:21 |
 | Beastmaster | 49 | 39.52% | 77.8 | 57.14% | -5.53% | +17.86% | -7.14% | -2.93% | 29:05 | 17:54 | 23:29 | 27:08 | 32:01 | 53:46 | 08:32 | 06:19 |
 | Magnus | 72 | 50.00% | 76.5 | 54.17% | +6.95% | +23.61% | -4.17% | -3.08% | 26:55 | 15:15 | 21:54 | 26:07 | 30:55 | 37:56 | 09:01 | 06:40 |
 | Chaos Knight | 17 | 80.95% | 75.3 | 52.94% | +2.94% | +22.06% | -2.94% | -5.14% | 23:37 | 17:48 | 19:02 | 20:18 | 23:54 | 48:35 | 04:52 | 03:36 |
 | Void Spirit | 25 | 15.34% | 74.1 | 64.00% | +11.83% | +2.67% | -14.00% | -1.68% | 32:41 | 19:51 | 26:03 | 33:10 | 35:57 | 52:49 | 09:54 | 07:20 |
 | Batrider | 53 | 45.69% | 72.8 | 54.72% | +11.86% | +14.51% | -16.26% | -3.15% | 23:44 | 15:04 | 17:48 | 22:14 | 27:35 | 50:06 | 09:47 | 07:14 |
 | Pudge | 2 | 15.38% | 71.6 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 22:50 | 20:23 | 20:23 | 25:16 | 25:16 | 25:16 | 04:53 | 03:37 |
 | Monkey King | 56 | 87.50% | 70.4 | 50.00% | +12.50% | +14.29% | -14.29% | -7.06% | 23:06 | 16:28 | 20:20 | 22:26 | 24:23 | 50:44 | 04:03 | 03:00 |
 | Alchemist | 48 | 78.69% | 69.1 | 50.00% | +11.54% | +8.33% | -8.33% | -4.61% | 19:00 | 14:38 | 16:43 | 18:18 | 20:20 | 29:35 | 03:37 | 02:40 |
 | Slark | 19 | 38.78% | 67.9 | 57.89% | +7.89% | -17.89% | +22.11% | 4.42% | 30:11 | 19:45 | 23:58 | 28:48 | 33:01 | 57:41 | 09:03 | 06:42 |
 | Crystal Maiden | 6 | 8.22% | 66.7 | 83.33% | +40.05% | -33.33% | +16.67% | 0.00% | 41:11 | 26:07 | 40:47 | 42:18 | 45:06 | 49:53 | 04:19 | 03:11 |
 | Earth Spirit | 6 | 35.29% | 65.4 | 66.67% | +39.40% | +33.33% | +33.33% | 0.00% | 34:48 | 20:25 | 23:42 | 29:57 | 43:51 | 56:53 | 20:09 | 14:55 |
 | Bloodseeker | 61 | 82.43% | 64.2 | 45.90% | -7.95% | +20.77% | -12.57% | -9.62% | 19:55 | 15:04 | 17:21 | 18:37 | 20:49 | 33:49 | 03:28 | 02:34 |
 | Necrophos | 1 | 25.00% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Ember Spirit | 75 | 68.18% | 61.7 | 44.00% | +6.86% | -1.89% | -7.16% | -1.63% | 23:43 | 17:33 | 21:10 | 23:01 | 24:24 | 41:36 | 03:14 | 02:23 |
 | Terrorblade | 61 | 64.89% | 60.5 | 42.62% | +0.20% | -2.62% | -9.29% | -0.67% | 30:24 | 18:50 | 24:43 | 28:28 | 34:36 | 51:18 | 09:53 | 07:19 |
 | Spirit Breaker | 33 | 30.56% | 59.3 | 48.48% | +7.15% | +1.52% | -10.98% | -1.32% | 32:58 | 22:10 | 26:14 | 32:10 | 35:43 | 58:13 | 09:29 | 07:01 |
 | Windranger | 45 | 49.45% | 58.0 | 44.44% | +0.96% | +10.11% | -8.08% | -1.55% | 28:54 | 16:53 | 22:07 | 26:33 | 33:50 | 1:03:58 | 11:43 | 08:40 |
 | Medusa | 26 | 27.08% | 56.8 | 50.00% | -10.00% | +7.14% | -33.33% | -3.56% | 33:58 | 23:36 | 27:26 | 33:08 | 38:48 | 47:35 | 11:22 | 08:25 |
 | Bounty Hunter | 8 | 17.78% | 55.6 | 62.50% | +11.15% | +37.50% | -12.50% | -7.06% | 32:39 | 27:17 | 27:37 | 29:42 | 34:42 | 45:10 | 07:05 | 05:14 |
 | Earthshaker | 1 | 20.00% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Luna | 8 | 100.00% | 53.1 | 37.50% | +37.50% | +12.50% | -37.50% | -9.87% | 20:14 | 16:21 | 17:13 | 20:18 | 22:17 | 23:55 | 05:04 | 03:45 |
 | Pangolier | 14 | 10.85% | 51.9 | 57.14% | +6.71% | +17.86% | -23.81% | -4.11% | 27:15 | 19:02 | 22:12 | 22:32 | 32:20 | 48:21 | 10:08 | 07:30 |
 | Ursa | 24 | 88.89% | 50.6 | 37.50% | +4.17% | -20.83% | +12.50% | 7.46% | 22:56 | 16:18 | 20:40 | 22:00 | 25:08 | 32:15 | 04:28 | 03:18 |
 | Timbersaw | 18 | 21.43% | 49.4 | 50.00% | -7.58% | -10.00% | 0.00% | 1.32% | 29:55 | 18:29 | 21:37 | 25:12 | 29:10 | 1:04:08 | 07:33 | 05:35 |
 | Elder Titan | 1 | 16.67% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Shadow Demon | 2 | 4.76% | 46.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 42:54 | 38:16 | 38:16 | 47:31 | 47:31 | 47:31 | 09:15 | 06:51 |
 | Naga Siren | 7 | 18.92% | 45.7 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 34:35 | 28:33 | 28:40 | 33:48 | 35:08 | 43:58 | 06:28 | 04:47 |
 | Phantom Assassin | 3 | 100.00% | 44.4 | 33.33% | +33.33% | +66.67% | 0.00% | -15.33% | 22:01 | 20:03 | 20:03 | 21:35 | 24:24 | 24:24 | 04:21 | 03:13 |
 | Dragon Knight | 8 | 80.00% | 43.2 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 21:17 | 19:32 | 19:34 | 20:50 | 21:02 | 25:45 | 01:28 | 01:05 |
 | Underlord | 9 | 14.52% | 42.0 | 55.56% | +14.05% | -55.56% | -5.56% | 2.55% | 36:02 | 21:06 | 23:26 | 33:11 | 43:02 | 1:02:28 | 19:36 | 14:31 |
 | Ogre Magi | 1 | 14.29% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Death Prophet | 7 | 50.00% | 39.5 | 42.86% | +14.29% | +7.14% | +7.14% | 0.00% | 24:22 | 14:53 | 19:07 | 24:34 | 26:39 | 35:57 | 07:32 | 05:34 |
 | Dark Seer | 5 | 15.15% | 38.3 | 60.00% | +13.57% | -60.00% | -60.00% | 0.00% | 46:47 | 42:16 | 42:16 | 46:58 | 48:08 | 52:03 | 05:52 | 04:20 |
 | Snapfire | 6 | 28.57% | 37.0 | 50.00% | +16.67% | +50.00% | -50.00% | -2.85% | 42:00 | 20:53 | 23:12 | 33:30 | 58:16 | 1:08:07 | 35:04 | 25:58 |
 | Wraith King | 2 | 50.00% | 35.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 28:49 | 27:33 | 27:33 | 30:05 | 30:05 | 30:05 | 02:32 | 01:52 |
 | Skywrath Mage | 2 | 2.30% | 34.6 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 32:22 | 30:29 | 30:29 | 34:14 | 34:14 | 34:14 | 03:45 | 02:46 |
 | Marci | 6 | 75.00% | 33.3 | 33.33% | -16.67% | -33.33% | +66.67% | 14.02% | 26:32 | 16:41 | 23:57 | 24:05 | 31:05 | 32:36 | 07:08 | 05:17 |
 | Visage | 3 | 11.54% | 32.1 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 35:43 | 21:46 | 21:46 | 33:41 | 51:43 | 51:43 | 29:57 | 22:11 |
 | Winter Wyvern | 1 | 5.88% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Enchantress | 3 | 4.55% | 29.6 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 44:31 | 33:34 | 33:34 | 44:35 | 55:24 | 55:24 | 21:50 | 16:10 |
 | Primal Beast | 7 | 58.33% | 28.4 | 28.57% | -31.43% | -28.57% | +21.43% | 11.36% | 20:58 | 16:59 | 18:52 | 21:24 | 23:16 | 24:00 | 04:24 | 03:15 |
 | Kunkka | 8 | 72.73% | 27.2 | 25.00% | -8.33% | +25.00% | -25.00% | -8.65% | 19:22 | 12:42 | 14:54 | 16:19 | 20:41 | 33:43 | 05:47 | 04:17 |
 | Techies | 5 | 2.34% | 25.9 | 60.00% | +0.19% | +40.00% | -60.00% | 0.00% | 45:58 | 32:17 | 32:17 | 41:28 | 44:22 | 1:16:07 | 12:05 | 08:57 |
 | Legion Commander | 13 | 68.42% | 24.7 | 23.08% | -43.59% | +10.25% | -23.08% | -7.09% | 26:24 | 21:02 | 23:16 | 26:39 | 27:58 | 36:32 | 04:42 | 03:28 |
 | Lifestealer | 7 | 50.00% | 23.5 | 28.57% | 0.00% | +21.43% | -28.57% | -42.86% | 28:29 | 21:27 | 24:48 | 25:48 | 25:58 | 48:41 | 01:10 | 00:51 |
 | Huskar | 3 | 50.00% | 22.2 | 33.33% | 0.00% | -33.33% | 0.00% | 6.02% | 20:54 | 18:11 | 18:11 | 20:47 | 23:43 | 23:43 | 05:32 | 04:05 |
 | Tidehunter | 1 | 3.33% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Juggernaut | 1 | 3.03% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Omniknight | 2 | 20.00% | 18.5 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 26:57 | 26:35 | 26:35 | 27:18 | 27:18 | 27:18 | 00:43 | 00:31 |
 | Clinkz | 1 | 2.33% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 00:00 | 00:00 |
 | Venomancer | 1 | 1.89% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Mirana | 1 | 1.22% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 |
 | Rubick | 1 | 1.02% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Dark Willow | 2 | 7.69% | 12.3 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 25:49 | 25:09 | 25:09 | 26:28 | 26:28 | 26:28 | 01:19 | 00:58 |
 | Puck | 2 | 4.44% | 11.1 | 50.00% | +19.77% | -50.00% | 0.00% | 0.00% | 27:28 | 26:39 | 26:39 | 28:16 | 28:16 | 28:16 | 01:37 | 01:11 |
 | Pugna | 2 | 2.63% | 9.9 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 35:09 | 27:43 | 27:43 | 42:35 | 42:35 | 42:35 | 14:52 | 11:00 |
 | Enigma | 5 | 50.00% | 8.6 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 27:18 | 22:44 | 22:44 | 26:55 | 27:45 | 34:53 | 05:01 | 03:42 |
 | Sniper | 1 | 100.00% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 4.76% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 50.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 20.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Silencer | 1 | 1.03% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 00:00 | 00:00 |
 | Leshrac | 2 | 50.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 24:58 | 24:58 | 26:41 | 26:41 | 26:41 | 01:43 | 01:16 |