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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 | 1475 | 39.97% | 71.9 | 51.93% | +19.58% | -1.79% | -2.61% | -0.12% | 24:30 | 12:33 | 20:04 | 23:19 | 27:09 | 59:02 | 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 | |
 | Axe | 9 | 81.82% | 100.0 | 77.78% | +77.78% | -27.78% | +22.22% | 28.85% | 27:29 | 24:53 | 26:37 | 26:52 | 28:21 | 31:18 | 01:44 | 01:17 |
 | Broodmother | 1 | 50.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Void Spirit | 12 | 27.27% | 97.6 | 83.33% | +39.58% | -16.66% | +16.67% | 6.85% | 32:04 | 26:56 | 28:19 | 30:34 | 33:11 | 42:06 | 04:52 | 03:36 |
 | Razor | 43 | 95.56% | 96.4 | 65.12% | +65.12% | -1.48% | -10.57% | -3.92% | 17:01 | 13:32 | 15:31 | 16:35 | 17:50 | 22:30 | 02:19 | 01:42 |
 | Dragon Knight | 70 | 79.55% | 95.2 | 65.71% | +37.93% | +23.18% | -6.89% | -8.55% | 25:07 | 15:49 | 23:13 | 25:03 | 26:44 | 42:09 | 03:31 | 02:36 |
 | Medusa | 41 | 52.56% | 94.0 | 68.29% | +11.53% | +1.71% | +1.71% | 0.00% | 32:19 | 21:30 | 28:42 | 31:42 | 33:58 | 51:22 | 05:16 | 03:54 |
 | Beastmaster | 11 | 52.38% | 92.8 | 72.73% | +42.73% | -6.06% | -6.06% | 0.00% | 30:19 | 22:31 | 25:30 | 27:09 | 30:46 | 44:57 | 05:16 | 03:54 |
 | Enchantress | 5 | 8.93% | 91.6 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 41:01 | 33:07 | 33:07 | 36:58 | 47:19 | 51:02 | 14:12 | 10:31 |
 | Windranger | 13 | 100.00% | 90.4 | 61.54% | +61.54% | +38.46% | +5.13% | -11.56% | 21:54 | 18:35 | 20:20 | 22:11 | 23:13 | 24:08 | 02:53 | 02:08 |
 | Faceless Void | 15 | 65.22% | 89.2 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 24:02 | 18:33 | 21:36 | 23:33 | 24:21 | 31:42 | 02:45 | 02:02 |
 | Troll Warlord | 7 | 100.00% | 88.0 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 19:13 | 15:05 | 17:30 | 19:00 | 19:28 | 23:28 | 01:58 | 01:27 |
 | Tiny | 108 | 73.47% | 86.7 | 58.33% | +4.48% | +15.74% | -13.89% | -7.14% | 25:30 | 18:21 | 22:09 | 24:08 | 26:18 | 49:38 | 04:09 | 03:04 |
 | Death Prophet | 70 | 67.31% | 85.5 | 58.57% | +5.63% | +8.10% | +0.25% | -1.42% | 21:34 | 14:49 | 17:35 | 20:28 | 23:07 | 42:22 | 05:32 | 04:05 |
 | Leshrac | 28 | 71.79% | 84.3 | 57.14% | +2.59% | +28.57% | -28.57% | -5.84% | 25:27 | 16:20 | 18:38 | 24:49 | 28:25 | 48:36 | 09:47 | 07:14 |
 | Storm Spirit | 86 | 83.50% | 83.1 | 53.49% | +6.43% | +5.60% | -15.39% | -3.69% | 23:22 | 15:43 | 20:06 | 23:15 | 25:47 | 34:11 | 05:41 | 04:12 |
 | Queen of Pain | 35 | 79.55% | 81.9 | 54.29% | +20.96% | +23.49% | -20.96% | -9.36% | 23:03 | 16:17 | 19:32 | 23:10 | 24:17 | 52:23 | 04:45 | 03:31 |
 | Doom | 21 | 95.45% | 80.7 | 52.38% | -47.62% | +27.62% | +7.62% | -4.35% | 19:30 | 12:33 | 15:43 | 18:25 | 20:19 | 31:54 | 04:36 | 03:24 |
 | Mars | 112 | 84.21% | 79.5 | 52.68% | +19.35% | +8.03% | -2.68% | -2.70% | 24:43 | 17:17 | 22:32 | 24:00 | 26:30 | 33:53 | 03:58 | 02:56 |
 | Spectre | 3 | 60.00% | 78.3 | 66.67% | -33.33% | +33.33% | 0.00% | -1.13% | 40:07 | 24:14 | 24:14 | 42:17 | 53:50 | 53:50 | 29:36 | 21:55 |
 | Bloodseeker | 13 | 86.67% | 77.1 | 53.85% | +3.85% | +12.82% | +12.82% | 0.00% | 20:27 | 16:11 | 16:48 | 18:54 | 19:17 | 35:34 | 02:29 | 01:50 |
 | Shadow Shaman | 10 | 23.81% | 75.9 | 70.00% | +20.00% | -3.33% | -20.00% | 0.00% | 34:46 | 27:36 | 29:15 | 32:06 | 40:49 | 47:01 | 11:34 | 08:34 |
 | Invoker | 18 | 64.29% | 74.7 | 55.56% | +35.56% | +4.44% | +19.44% | 1.60% | 27:44 | 19:15 | 23:05 | 25:56 | 32:26 | 43:16 | 09:21 | 06:55 |
 | Phantom Assassin | 17 | 80.95% | 73.5 | 52.94% | +52.94% | +22.06% | -52.94% | -37.82% | 22:23 | 19:09 | 21:25 | 22:24 | 23:24 | 26:11 | 01:59 | 01:28 |
 | Gyrocopter | 18 | 60.00% | 72.3 | 55.56% | +38.89% | +44.44% | -30.56% | -25.86% | 19:17 | 14:32 | 16:07 | 17:35 | 19:01 | 31:06 | 02:54 | 02:08 |
 | Sand King | 61 | 41.22% | 71.1 | 54.10% | +8.12% | -0.77% | -14.10% | -1.81% | 26:56 | 18:09 | 23:10 | 25:48 | 30:31 | 40:13 | 07:21 | 05:26 |
 | Morphling | 19 | 73.08% | 69.9 | 52.63% | -4.51% | +7.37% | -12.63% | -5.43% | 25:53 | 20:30 | 23:52 | 25:29 | 27:33 | 34:41 | 03:41 | 02:43 |
 | Templar Assassin | 47 | 90.38% | 68.7 | 48.94% | -11.06% | +17.73% | -15.61% | -12.66% | 22:20 | 18:07 | 20:25 | 22:05 | 23:03 | 33:57 | 02:38 | 01:57 |
 | Slardar | 8 | 88.89% | 67.5 | 50.00% | +50.00% | +50.00% | -50.00% | -15.11% | 23:33 | 18:13 | 18:48 | 23:55 | 25:25 | 27:53 | 06:37 | 04:54 |
 | Ember Spirit | 69 | 76.67% | 66.3 | 49.28% | +1.66% | -2.22% | -19.87% | -5.88% | 23:11 | 16:59 | 20:31 | 21:53 | 23:31 | 50:30 | 03:00 | 02:13 |
 | Wraith King | 30 | 75.00% | 65.1 | 50.00% | +30.00% | +25.00% | -21.43% | -11.42% | 27:49 | 21:00 | 25:04 | 26:32 | 29:08 | 42:36 | 04:04 | 03:00 |
 | Tusk | 11 | 23.40% | 63.9 | 63.64% | +21.97% | +3.03% | +36.36% | 4.20% | 27:36 | 17:26 | 23:10 | 27:56 | 31:06 | 36:47 | 07:56 | 05:52 |
 | Ursa | 18 | 94.74% | 62.7 | 44.44% | +44.44% | +15.56% | -19.44% | -9.55% | 23:49 | 19:32 | 22:01 | 23:49 | 25:41 | 28:46 | 03:40 | 02:42 |
 | Bounty Hunter | 1 | 25.00% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Terrorblade | 38 | 79.17% | 60.2 | 44.74% | +4.74% | +5.26% | +10.82% | 0.80% | 25:55 | 17:40 | 22:13 | 25:21 | 29:08 | 42:28 | 06:55 | 05:07 |
 | Viper | 18 | 85.71% | 59.0 | 44.44% | +11.11% | -4.44% | +5.56% | 2.01% | 23:04 | 16:26 | 19:03 | 20:35 | 24:01 | 55:53 | 04:58 | 03:40 |
 | Timbersaw | 10 | 23.26% | 57.8 | 60.00% | +5.45% | +40.00% | -10.00% | 0.00% | 29:16 | 20:06 | 26:13 | 28:54 | 31:26 | 37:41 | 05:13 | 03:51 |
 | Earth Spirit | 11 | 35.48% | 56.6 | 54.55% | +9.55% | -21.22% | -21.22% | 0.00% | 33:24 | 23:43 | 28:06 | 32:32 | 33:53 | 56:17 | 05:47 | 04:17 |
 | Chaos Knight | 52 | 76.47% | 55.4 | 42.31% | -13.94% | -19.23% | -3.85% | 2.55% | 23:22 | 15:37 | 19:57 | 21:18 | 25:59 | 43:16 | 06:02 | 04:28 |
 | Monkey King | 26 | 49.06% | 54.2 | 46.15% | +5.41% | -3.29% | -12.82% | -3.57% | 22:59 | 15:24 | 21:11 | 22:30 | 23:51 | 39:44 | 02:40 | 01:58 |
 | Luna | 25 | 96.15% | 53.0 | 40.00% | -60.00% | +10.00% | -40.00% | -22.39% | 19:05 | 14:41 | 17:18 | 18:00 | 19:32 | 32:22 | 02:14 | 01:39 |
 | Huskar | 9 | 75.00% | 51.8 | 44.44% | -22.23% | +5.56% | +55.56% | 18.18% | 19:59 | 16:28 | 18:27 | 19:29 | 21:12 | 24:48 | 02:45 | 02:02 |
 | Drow Ranger | 7 | 77.78% | 50.6 | 42.86% | -7.14% | -42.86% | +57.14% | 7.08% | 26:16 | 16:07 | 16:46 | 22:38 | 30:53 | 46:05 | 14:07 | 10:27 |
 | Enigma | 8 | 100.00% | 49.4 | 37.50% | +37.50% | -37.50% | +62.50% | 81.08% | 24:36 | 22:05 | 23:18 | 24:07 | 24:32 | 27:41 | 01:14 | 00:54 |
 | Batrider | 21 | 91.30% | 48.2 | 38.10% | +38.10% | +1.90% | -18.10% | -7.95% | 19:36 | 15:51 | 17:44 | 18:58 | 20:15 | 27:43 | 02:31 | 01:51 |
 | Visage | 4 | 57.14% | 47.0 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 33:20 | 28:33 | 28:33 | 29:19 | 36:25 | 39:01 | 07:52 | 05:49 |
 | Night Stalker | 13 | 86.67% | 45.8 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 21:34 | 15:53 | 18:24 | 21:20 | 22:50 | 27:58 | 04:26 | 03:17 |
 | Sniper | 2 | 66.67% | 44.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 24:20 | 20:31 | 20:31 | 28:08 | 28:08 | 28:08 | 07:37 | 05:38 |
 | Anti-Mage | 8 | 30.77% | 43.4 | 50.00% | -5.56% | +50.00% | -50.00% | -12.12% | 31:04 | 24:37 | 25:35 | 31:52 | 33:50 | 37:14 | 08:15 | 06:06 |
 | Kunkka | 51 | 96.23% | 42.2 | 33.33% | -16.67% | -2.56% | +5.13% | 2.39% | 18:00 | 13:50 | 16:04 | 17:21 | 19:17 | 25:55 | 03:13 | 02:22 |
 | Dawnbreaker | 3 | 21.43% | 41.0 | 66.67% | +30.31% | +33.33% | 0.00% | -1.16% | 29:44 | 18:58 | 18:58 | 22:26 | 47:49 | 47:49 | 28:51 | 21:22 |
 | Weaver | 10 | 20.41% | 39.8 | 50.00% | +1.28% | +16.67% | 0.00% | -1.38% | 28:59 | 18:12 | 24:18 | 26:46 | 36:24 | 40:37 | 12:06 | 08:57 |
 | Lina | 36 | 85.71% | 38.6 | 30.56% | -52.77% | +13.88% | +13.88% | 0.00% | 17:08 | 12:55 | 14:39 | 16:48 | 19:13 | 24:00 | 04:34 | 03:22 |
 | Clinkz | 7 | 100.00% | 37.3 | 28.57% | +28.57% | +21.43% | -28.57% | -9.93% | 24:50 | 16:40 | 19:38 | 23:40 | 24:40 | 36:46 | 05:02 | 03:43 |
 | Phantom Lancer | 3 | 14.29% | 36.1 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 40:57 | 40:08 | 40:08 | 40:55 | 41:47 | 41:47 | 01:39 | 01:13 |
 | Bristleback | 2 | 50.00% | 34.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 22:03 | 19:59 | 19:59 | 24:06 | 24:06 | 24:06 | 04:07 | 03:02 |
 | Vengeful Spirit | 1 | 7.14% | 33.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 00:00 | 00:00 |
 | Jakiro | 1 | 6.67% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Pugna | 3 | 5.17% | 31.3 | 66.67% | +23.03% | +33.33% | 0.00% | 0.00% | 31:02 | 21:57 | 21:57 | 23:27 | 47:41 | 47:41 | 25:44 | 19:03 |
 | Pangolier | 6 | 6.45% | 30.1 | 50.00% | +0.57% | 0.00% | -50.00% | 0.00% | 36:52 | 25:10 | 28:11 | 29:59 | 50:35 | 53:02 | 22:24 | 16:35 |
 | Spirit Breaker | 2 | 28.57% | 28.9 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 27:37 | 19:42 | 19:42 | 35:31 | 35:31 | 35:31 | 15:49 | 11:42 |
 | Necrophos | 4 | 12.90% | 27.7 | 50.00% | +5.56% | -50.00% | -50.00% | 0.00% | 32:53 | 22:12 | 22:12 | 23:30 | 38:51 | 46:58 | 16:39 | 12:20 |
 | Bane | 3 | 3.09% | 26.5 | 66.67% | +9.22% | +33.33% | 0.00% | 0.00% | 47:04 | 33:29 | 33:29 | 53:26 | 54:18 | 54:18 | 20:49 | 15:25 |
 | Legion Commander | 9 | 64.29% | 25.3 | 22.22% | -17.78% | -22.22% | +27.78% | 6.51% | 23:41 | 16:06 | 18:36 | 23:01 | 26:17 | 32:55 | 07:41 | 05:41 |
 | Skywrath Mage | 1 | 2.17% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Lycan | 4 | 57.14% | 22.9 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 27:59 | 22:40 | 22:40 | 25:19 | 27:57 | 35:59 | 05:17 | 03:54 |
 | Io | 1 | 1.32% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Puck | 6 | 12.50% | 20.5 | 33.33% | -26.19% | +66.67% | -33.33% | 0.00% | 37:35 | 27:30 | 27:35 | 32:13 | 43:51 | 57:44 | 16:16 | 12:02 |
 | Underlord | 3 | 25.00% | 19.3 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 26:05 | 25:18 | 25:18 | 26:04 | 26:53 | 26:53 | 01:35 | 01:10 |
 | Snapfire | 7 | 13.46% | 18.1 | 28.57% | +4.13% | +21.43% | -28.57% | -22.73% | 29:19 | 21:21 | 26:11 | 26:30 | 28:23 | 47:58 | 02:12 | 01:37 |
 | Lifestealer | 5 | 20.00% | 16.9 | 20.00% | -45.00% | +80.00% | -20.00% | -5.21% | 37:24 | 25:24 | 25:24 | 37:06 | 44:36 | 50:09 | 19:12 | 14:13 |
 | Tidehunter | 5 | 17.24% | 15.7 | 20.00% | -9.17% | +80.00% | -20.00% | 0.00% | 37:54 | 24:19 | 24:19 | 27:44 | 51:45 | 59:02 | 27:26 | 20:19 |
 | Keeper of the Light | 3 | 4.00% | 14.5 | 33.33% | -18.06% | -33.33% | 0.00% | 0.00% | 31:08 | 19:56 | 19:56 | 21:43 | 51:46 | 51:46 | 31:50 | 23:34 |
 | Lone Druid | 1 | 20.00% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Nature's Prophet | 4 | 57.14% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 18:14 | 18:14 | 18:58 | 19:46 | 20:59 | 01:32 | 01:08 |
 | Hoodwink | 1 | 1.03% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |
 | Magnus | 1 | 16.67% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Riki | 1 | 100.00% | 8.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Alchemist | 1 | 100.00% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 |
 | Dark Seer | 2 | 22.22% | 6.0 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 30:54 | 28:28 | 28:28 | 33:19 | 33:19 | 33:19 | 04:51 | 03:35 |
 | Naga Siren | 1 | 20.00% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Slark | 1 | 50.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Clockwerk | 2 | 6.67% | 2.4 | 0.00% | -39.29% | 0.00% | 0.00% | 0.00% | 32:16 | 30:48 | 30:48 | 33:44 | 33:44 | 33:44 | 02:56 | 02:10 |
 | Shadow Fiend | 2 | 66.67% | 1.2 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 16:07 | 15:04 | 15:04 | 17:10 | 17:10 | 17:10 | 02:06 | 01:33 |