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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 | 1599 | 38.44% | 64.2 | 52.10% | +18.91% | +7.65% | -4.60% | -1.73% | 24:25 | 12:45 | 19:55 | 22:56 | 26:59 | 1:08:11 | 05:14 |
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 Seer | 6 | 30.00% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 40:40 | 22:24 | 29:50 | 42:24 | 46:46 | 57:22 | 16:56 | 12:32 |
 | Tinker | 6 | 100.00% | 98.9 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 25:47 | 23:43 | 24:31 | 25:22 | 27:19 | 28:18 | 02:48 | 02:04 |
 | Night Stalker | 9 | 100.00% | 97.7 | 77.78% | +77.78% | +22.22% | -27.78% | -8.72% | 21:38 | 17:57 | 18:29 | 21:30 | 24:13 | 25:16 | 05:44 | 04:14 |
 | Huskar | 4 | 100.00% | 96.6 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 18:20 | 15:59 | 15:59 | 17:17 | 19:57 | 20:07 | 03:58 | 02:56 |
 | Invoker | 21 | 87.50% | 95.4 | 71.43% | +71.43% | +28.57% | -11.43% | -5.12% | 24:55 | 17:33 | 19:57 | 24:33 | 27:46 | 37:21 | 07:49 | 05:47 |
 | Outworld Destroyer | 9 | 60.00% | 94.3 | 77.78% | +11.11% | +22.22% | +22.22% | 0.00% | 27:21 | 21:18 | 22:38 | 26:00 | 29:46 | 41:24 | 07:08 | 05:17 |
 | Necrophos | 1 | 50.00% | 93.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Underlord | 2 | 33.33% | 92.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 29:35 | 28:11 | 28:11 | 30:59 | 30:59 | 30:59 | 02:48 | 02:04 |
 | Troll Warlord | 13 | 92.86% | 90.8 | 69.23% | +69.23% | +30.77% | -35.90% | -16.20% | 21:38 | 18:53 | 19:18 | 21:18 | 23:25 | 25:45 | 04:07 | 03:02 |
 | Clinkz | 3 | 100.00% | 89.7 | 66.67% | +66.67% | +33.33% | 0.00% | -12.12% | 23:17 | 21:38 | 21:38 | 23:49 | 24:23 | 24:23 | 02:45 | 02:02 |
 | Luna | 3 | 100.00% | 88.5 | 66.67% | +66.67% | +33.33% | 0.00% | -12.12% | 19:36 | 18:40 | 18:40 | 18:42 | 21:25 | 21:25 | 02:45 | 02:02 |
 | Kunkka | 14 | 100.00% | 87.4 | 64.29% | +64.29% | +10.71% | -30.96% | -8.62% | 17:07 | 13:59 | 14:25 | 16:09 | 19:15 | 23:43 | 04:50 | 03:34 |
 | Batrider | 69 | 93.24% | 86.2 | 60.87% | +40.87% | +9.72% | -13.81% | -12.38% | 18:30 | 14:41 | 17:09 | 18:05 | 19:03 | 25:12 | 01:54 | 01:24 |
 | Razor | 6 | 75.00% | 85.1 | 66.67% | -33.33% | -16.67% | -66.67% | -17.14% | 17:40 | 15:42 | 16:02 | 16:17 | 18:57 | 21:28 | 02:55 | 02:09 |
 | Pudge | 21 | 80.77% | 83.9 | 61.90% | +21.90% | +18.10% | -1.90% | -5.80% | 25:20 | 21:35 | 23:20 | 24:32 | 26:47 | 33:06 | 03:27 | 02:33 |
 | Beastmaster | 49 | 56.32% | 82.8 | 63.27% | +13.27% | +28.40% | -4.94% | -5.82% | 28:15 | 19:08 | 24:20 | 27:18 | 30:04 | 48:27 | 05:44 | 04:14 |
 | Ursa | 54 | 96.43% | 81.6 | 59.26% | +59.26% | +12.17% | +2.28% | -4.18% | 22:07 | 17:51 | 20:54 | 21:48 | 23:16 | 27:09 | 02:22 | 01:45 |
 | Earthshaker | 2 | 22.22% | 80.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 32:43 | 20:49 | 20:49 | 44:36 | 44:36 | 44:36 | 23:47 | 17:37 |
 | Faceless Void | 29 | 85.29% | 79.3 | 58.62% | -1.38% | -1.48% | -30.05% | -8.40% | 22:52 | 19:01 | 21:03 | 22:43 | 24:27 | 31:09 | 03:24 | 02:31 |
 | Spectre | 8 | 27.59% | 78.2 | 75.00% | +36.90% | +25.00% | -25.00% | 0.00% | 40:00 | 35:18 | 36:04 | 36:32 | 40:16 | 54:37 | 04:12 | 03:06 |
 | Leshrac | 86 | 77.48% | 77.0 | 56.98% | -3.02% | +15.75% | -4.60% | -4.66% | 24:15 | 18:05 | 21:31 | 23:20 | 25:53 | 42:12 | 04:22 | 03:14 |
 | Centaur Warrunner | 6 | 13.95% | 75.9 | 83.33% | +23.87% | +16.67% | -83.33% | 0.00% | 36:41 | 26:04 | 26:29 | 37:49 | 43:36 | 47:05 | 17:07 | 12:40 |
 | Death Prophet | 86 | 61.87% | 74.7 | 55.81% | +18.07% | +3.28% | -3.43% | -1.30% | 24:01 | 15:00 | 20:13 | 22:21 | 25:22 | 52:53 | 05:09 | 03:48 |
 | Magnus | 7 | 31.82% | 73.6 | 71.43% | +24.76% | -21.43% | +28.57% | 0.00% | 33:36 | 20:00 | 26:01 | 30:40 | 34:36 | 49:24 | 08:35 | 06:21 |
 | Storm Spirit | 16 | 76.19% | 72.4 | 56.25% | +16.25% | -6.25% | -31.25% | -4.20% | 24:19 | 16:37 | 20:07 | 22:05 | 26:04 | 43:51 | 05:57 | 04:24 |
 | Monkey King | 26 | 81.25% | 71.3 | 53.85% | +37.18% | -10.99% | +12.82% | 6.27% | 20:35 | 16:26 | 18:33 | 20:25 | 22:21 | 25:29 | 03:48 | 02:48 |
 | Doom | 48 | 92.31% | 70.1 | 52.08% | -22.92% | +14.59% | -18.75% | -5.16% | 19:33 | 12:45 | 16:10 | 17:47 | 22:38 | 30:31 | 06:28 | 04:47 |
 | Lina | 67 | 87.01% | 69.0 | 52.24% | -7.76% | +0.70% | -11.06% | -4.70% | 19:01 | 15:03 | 17:11 | 18:35 | 19:41 | 32:12 | 02:30 | 01:51 |
 | Nature's Prophet | 96 | 81.36% | 67.8 | 52.08% | -11.56% | +14.59% | -2.08% | -3.44% | 22:41 | 16:34 | 19:58 | 22:04 | 24:49 | 32:58 | 04:51 | 03:35 |
 | Wraith King | 2 | 100.00% | 66.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 24:28 | 22:09 | 22:09 | 26:46 | 26:46 | 26:46 | 04:37 | 03:25 |
 | Weaver | 9 | 69.23% | 65.5 | 55.56% | +5.56% | +44.44% | +44.44% | 0.00% | 28:31 | 18:56 | 25:02 | 27:29 | 30:41 | 42:17 | 05:39 | 04:11 |
 | Tusk | 57 | 37.01% | 64.4 | 54.39% | +15.21% | -11.53% | +2.75% | 1.43% | 25:53 | 14:54 | 19:51 | 25:11 | 29:49 | 40:57 | 09:58 | 07:22 |
 | Drow Ranger | 31 | 70.45% | 63.2 | 51.61% | +13.15% | -1.61% | -26.61% | -5.56% | 26:52 | 19:19 | 23:44 | 26:04 | 28:14 | 45:37 | 04:30 | 03:20 |
 | Bristleback | 14 | 87.50% | 62.1 | 50.00% | +50.00% | +25.00% | -50.00% | -10.98% | 20:21 | 12:59 | 16:17 | 21:52 | 23:07 | 27:34 | 06:50 | 05:03 |
 | Mars | 38 | 79.17% | 60.9 | 50.00% | +30.00% | +20.00% | -5.56% | -5.90% | 24:25 | 19:08 | 22:18 | 23:54 | 26:38 | 34:35 | 04:20 | 03:12 |
 | Primal Beast | 62 | 92.54% | 59.8 | 48.39% | +28.39% | +1.61% | -15.06% | -2.67% | 20:11 | 13:32 | 16:33 | 18:26 | 22:48 | 34:44 | 06:15 | 04:37 |
 | Spirit Breaker | 10 | 41.67% | 58.6 | 60.00% | +17.14% | -60.00% | -10.00% | 4.48% | 27:58 | 21:10 | 23:50 | 25:16 | 34:59 | 35:32 | 11:09 | 08:15 |
 | Sniper | 13 | 61.90% | 57.5 | 53.85% | +16.35% | +12.82% | -20.52% | -9.35% | 25:36 | 22:34 | 23:39 | 25:25 | 27:13 | 30:41 | 03:34 | 02:38 |
 | Lycan | 15 | 30.61% | 56.3 | 60.00% | +15.88% | -35.00% | +15.00% | 12.66% | 33:15 | 28:05 | 29:51 | 31:59 | 33:48 | 48:04 | 03:57 | 02:55 |
 | Templar Assassin | 24 | 72.73% | 55.2 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 25:01 | 20:10 | 23:01 | 24:42 | 26:18 | 29:54 | 03:17 | 02:25 |
 | Ember Spirit | 85 | 75.22% | 54.0 | 47.06% | +11.35% | +19.61% | -4.20% | -5.65% | 24:06 | 15:54 | 21:19 | 22:53 | 25:32 | 41:56 | 04:13 | 03:07 |
 | Shadow Fiend | 54 | 90.00% | 52.9 | 42.59% | +9.26% | -14.02% | -11.82% | 0.54% | 20:38 | 15:18 | 17:57 | 19:33 | 22:00 | 31:38 | 04:03 | 03:00 |
 | Zeus | 4 | 16.67% | 51.7 | 75.00% | +20.00% | +25.00% | -75.00% | 0.00% | 28:06 | 19:25 | 19:25 | 27:54 | 31:34 | 33:30 | 12:09 | 09:00 |
 | Marci | 66 | 94.29% | 50.6 | 40.91% | +15.91% | +12.03% | -3.41% | -3.75% | 21:43 | 15:25 | 19:13 | 20:53 | 23:20 | 37:09 | 04:07 | 03:02 |
 | Queen of Pain | 21 | 80.77% | 49.4 | 42.86% | -17.14% | -2.86% | -2.86% | 0.00% | 24:56 | 17:11 | 19:15 | 24:17 | 29:47 | 32:29 | 10:32 | 07:48 |
 | Earth Spirit | 7 | 35.00% | 48.3 | 57.14% | +18.68% | +42.86% | -57.14% | -20.62% | 33:34 | 26:46 | 30:39 | 33:23 | 35:30 | 40:43 | 04:51 | 03:35 |
 | Naga Siren | 16 | 39.02% | 47.1 | 50.00% | -14.00% | -50.00% | +25.00% | 20.36% | 34:32 | 25:33 | 29:54 | 31:41 | 33:35 | 1:08:11 | 03:41 | 02:43 |
 | Lifestealer | 7 | 33.33% | 46.0 | 57.14% | +28.57% | +42.86% | -7.14% | -6.96% | 31:51 | 23:37 | 26:32 | 28:12 | 33:43 | 46:54 | 07:11 | 05:19 |
 | Dragon Knight | 20 | 90.91% | 44.8 | 40.00% | -10.00% | 0.00% | -20.00% | -4.56% | 24:04 | 19:18 | 21:45 | 22:43 | 26:08 | 32:55 | 04:23 | 03:14 |
 | Terrorblade | 32 | 78.05% | 43.7 | 40.63% | -26.04% | +9.37% | -28.13% | -5.04% | 26:38 | 19:08 | 21:23 | 25:54 | 28:49 | 54:01 | 07:26 | 05:30 |
 | Juggernaut | 1 | 20.00% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Bloodseeker | 20 | 83.33% | 41.4 | 40.00% | +40.00% | +40.00% | -20.00% | -25.17% | 19:33 | 16:18 | 18:05 | 20:04 | 20:28 | 23:08 | 02:23 | 01:45 |
 | Enigma | 29 | 63.04% | 40.2 | 41.38% | -23.33% | +30.05% | +15.76% | -1.94% | 30:08 | 20:49 | 26:10 | 29:29 | 33:33 | 46:05 | 07:23 | 05:28 |
 | Viper | 12 | 66.67% | 39.1 | 41.67% | -41.66% | +25.00% | -41.67% | -12.70% | 23:32 | 16:28 | 19:45 | 21:42 | 25:00 | 37:29 | 05:15 | 03:53 |
 | Windranger | 5 | 83.33% | 37.9 | 40.00% | -60.00% | -40.00% | -40.00% | 0.00% | 22:13 | 20:29 | 20:29 | 22:16 | 22:53 | 24:16 | 02:24 | 01:46 |
 | Sven | 9 | 52.94% | 36.8 | 44.44% | -18.06% | +55.56% | +5.56% | -15.08% | 20:25 | 17:23 | 18:29 | 19:51 | 21:48 | 25:24 | 03:19 | 02:27 |
 | Tiny | 23 | 16.43% | 35.6 | 47.83% | +0.82% | +2.17% | +18.84% | 3.04% | 28:09 | 22:02 | 24:01 | 26:00 | 29:30 | 40:12 | 05:29 | 04:03 |
 | Legion Commander | 9 | 50.00% | 34.5 | 44.44% | +22.22% | +55.56% | +5.56% | -18.29% | 29:07 | 23:19 | 26:14 | 28:22 | 28:58 | 37:35 | 02:44 | 02:01 |
 | Slark | 13 | 34.21% | 33.3 | 46.15% | -13.85% | +20.52% | -46.15% | -11.05% | 26:59 | 21:22 | 23:02 | 27:48 | 29:04 | 33:18 | 06:02 | 04:28 |
 | Keeper of the Light | 12 | 22.64% | 32.2 | 50.00% | +8.54% | +50.00% | +16.67% | -2.03% | 34:57 | 21:44 | 23:36 | 33:18 | 40:00 | 59:13 | 16:24 | 12:08 |
 | Lone Druid | 4 | 44.44% | 31.0 | 50.00% | +10.00% | +50.00% | -50.00% | -12.68% | 35:13 | 28:28 | 28:28 | 33:25 | 36:21 | 42:37 | 07:53 | 05:50 |
 | Snapfire | 6 | 5.22% | 29.9 | 66.67% | +33.64% | -16.67% | -66.67% | 0.00% | 29:03 | 22:22 | 25:26 | 28:16 | 33:56 | 35:34 | 08:30 | 06:17 |
 | Bounty Hunter | 2 | 50.00% | 28.7 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 21:36 | 19:14 | 19:14 | 23:57 | 23:57 | 23:57 | 04:43 | 03:29 |
 | Axe | 2 | 50.00% | 27.6 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 22:56 | 22:15 | 22:15 | 23:37 | 23:37 | 23:37 | 01:22 | 01:00 |
 | Broodmother | 8 | 11.11% | 26.4 | 50.00% | -3.13% | +50.00% | +50.00% | 0.00% | 31:55 | 21:43 | 23:20 | 26:04 | 41:35 | 44:27 | 18:15 | 13:31 |
 | Phantom Assassin | 3 | 75.00% | 25.3 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 28:54 | 21:00 | 21:00 | 24:00 | 41:41 | 41:41 | 20:41 | 15:19 |
 | Puck | 3 | 8.33% | 24.1 | 66.67% | +27.28% | +33.33% | 0.00% | 0.00% | 46:05 | 39:03 | 39:03 | 45:58 | 53:14 | 53:14 | 14:11 | 10:30 |
 | Rubick | 2 | 0.86% | 23.0 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 54:57 | 50:31 | 50:31 | 59:22 | 59:22 | 59:22 | 08:51 | 06:33 |
 | Dawnbreaker | 7 | 18.42% | 21.8 | 42.86% | +7.38% | +7.14% | -42.86% | -8.90% | 21:31 | 16:02 | 16:51 | 21:21 | 22:28 | 29:12 | 05:37 | 04:09 |
 | Crystal Maiden | 3 | 5.08% | 20.7 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 35:10 | 30:13 | 30:13 | 34:08 | 41:09 | 41:09 | 10:56 | 08:05 |
 | Morphling | 26 | 50.00% | 19.5 | 23.08% | -23.07% | -8.79% | -6.41% | 0.23% | 32:48 | 20:51 | 27:44 | 32:42 | 38:09 | 49:15 | 10:25 | 07:42 |
 | Chaos Knight | 18 | 94.74% | 18.4 | 16.67% | +16.67% | +23.33% | -16.67% | -17.78% | 22:49 | 18:19 | 21:30 | 21:45 | 23:45 | 33:11 | 02:15 | 01:40 |
 | Mirana | 4 | 4.49% | 17.2 | 50.00% | -12.35% | +50.00% | -50.00% | 0.00% | 28:58 | 20:12 | 20:12 | 22:59 | 25:54 | 46:46 | 05:42 | 04:13 |
 | Clockwerk | 1 | 0.82% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 |
 | Enchantress | 2 | 8.70% | 14.9 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 39:12 | 29:44 | 29:44 | 48:40 | 48:40 | 48:40 | 18:56 | 14:01 |
 | Tidehunter | 2 | 5.88% | 13.8 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 46:07 | 35:32 | 35:32 | 56:41 | 56:41 | 56:41 | 21:09 | 15:40 |
 | Medusa | 4 | 21.05% | 12.6 | 25.00% | -35.00% | +75.00% | -25.00% | 0.00% | 36:59 | 31:07 | 31:07 | 33:36 | 39:16 | 43:58 | 08:09 | 06:02 |
 | Sand King | 2 | 50.00% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 32:49 | 32:49 | 40:40 | 40:40 | 40:40 | 07:51 | 05:48 |
 | Anti-Mage | 1 | 100.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 33:32 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 50.00% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 25.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Void Spirit | 1 | 11.11% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 |
 | Brewmaster | 2 | 16.67% | 5.7 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 30:46 | 28:38 | 28:38 | 32:54 | 32:54 | 32:54 | 04:16 | 03:09 |
 | Alchemist | 1 | 100.00% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Pangolier | 2 | 2.35% | 3.4 | 0.00% | -37.35% | 0.00% | 0.00% | 0.00% | 22:27 | 21:31 | 21:31 | 23:23 | 23:23 | 23:23 | 01:52 | 01:22 |
 | Pugna | 1 | 14.29% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Timbersaw | 3 | 21.43% | 1.1 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 45:04 | 34:56 | 34:56 | 42:48 | 57:28 | 57:28 | 22:32 | 16:41 |