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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 | 677 | 22.57% | 89.4 | 57.02% | +16.42% | +4.52% | -3.17% | -0.79% | 30:54 | 15:32 | 25:08 | 29:26 | 34:54 | 1:45:16 | 07:14 |
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 | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:14 | 30:37 | 30:37 | 31:51 | 31:51 | 31:51 | 01:14 | 00:54 |
 | Tiny | 2 | 50.00% | 98.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:59 | 25:16 | 25:16 | 32:41 | 32:41 | 32:41 | 07:25 | 05:29 |
 | Lina | 46 | 54.12% | 97.0 | 73.91% | +40.58% | +17.76% | -19.36% | -4.73% | 32:23 | 23:50 | 28:05 | 30:40 | 35:56 | 57:39 | 07:51 | 05:48 |
 | Terrorblade | 6 | 40.00% | 95.5 | 83.33% | +50.00% | +16.67% | +16.67% | 0.00% | 27:53 | 21:47 | 25:35 | 26:46 | 29:57 | 35:10 | 04:22 | 03:14 |
 | Troll Warlord | 28 | 80.00% | 93.9 | 67.86% | +67.86% | -25.00% | -10.72% | 2.53% | 27:05 | 20:52 | 24:10 | 25:47 | 29:49 | 41:16 | 05:39 | 04:11 |
 | Batrider | 19 | 38.00% | 92.4 | 73.68% | +25.29% | +6.32% | -13.68% | -3.59% | 35:12 | 26:34 | 31:30 | 35:04 | 37:04 | 44:27 | 05:34 | 04:07 |
 | Storm Spirit | 16 | 47.06% | 90.9 | 68.75% | +24.31% | +31.25% | +6.25% | -2.16% | 32:58 | 23:11 | 26:56 | 31:41 | 38:31 | 48:53 | 11:35 | 08:34 |
 | Death Prophet | 5 | 35.71% | 89.4 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 29:01 | 22:35 | 22:35 | 29:20 | 29:26 | 35:02 | 06:51 | 05:04 |
 | Bloodseeker | 20 | 62.50% | 87.9 | 65.00% | +31.67% | -5.00% | +35.00% | 3.67% | 25:17 | 16:26 | 18:51 | 23:30 | 29:45 | 40:36 | 10:54 | 08:04 |
 | Nature's Prophet | 15 | 51.72% | 86.4 | 66.67% | +2.38% | +33.33% | -16.67% | -4.91% | 35:04 | 26:20 | 28:18 | 34:35 | 38:29 | 48:39 | 10:11 | 07:32 |
 | Legion Commander | 33 | 49.25% | 84.8 | 63.64% | +22.46% | +23.86% | -1.14% | -4.01% | 33:12 | 21:15 | 29:49 | 32:59 | 36:03 | 48:12 | 06:14 | 04:37 |
 | Outworld Destroyer | 10 | 40.00% | 83.3 | 70.00% | +23.33% | -3.33% | -20.00% | 0.00% | 31:20 | 23:19 | 25:58 | 26:12 | 30:46 | 58:32 | 04:48 | 03:33 |
 | Enigma | 19 | 90.48% | 81.8 | 57.89% | +7.89% | +42.11% | -37.89% | -18.60% | 25:01 | 20:50 | 22:23 | 23:03 | 26:41 | 34:17 | 04:18 | 03:11 |
 | Sven | 31 | 77.50% | 80.3 | 58.06% | +2.50% | -8.06% | -33.06% | -8.72% | 24:18 | 19:15 | 22:43 | 24:10 | 25:35 | 32:20 | 02:52 | 02:07 |
 | Drow Ranger | 11 | 55.00% | 78.8 | 63.64% | +19.20% | +3.03% | +36.36% | 7.72% | 29:07 | 20:52 | 25:37 | 29:29 | 29:56 | 40:57 | 04:19 | 03:11 |
 | Queen of Pain | 41 | 38.32% | 77.3 | 60.98% | +6.43% | -0.98% | +9.02% | 0.98% | 30:22 | 22:10 | 25:11 | 28:45 | 35:23 | 45:11 | 10:12 | 07:33 |
 | Gyrocopter | 15 | 88.24% | 75.8 | 53.33% | +53.33% | +21.67% | -53.33% | -23.68% | 27:53 | 22:43 | 25:05 | 25:47 | 28:15 | 44:15 | 03:10 | 02:20 |
 | Ursa | 21 | 60.00% | 74.2 | 57.14% | +28.57% | +22.86% | +22.86% | 0.00% | 27:07 | 19:55 | 23:50 | 27:10 | 30:19 | 32:43 | 06:29 | 04:48 |
 | Clinkz | 9 | 69.23% | 72.7 | 55.56% | +5.56% | -55.56% | +44.44% | 21.66% | 26:13 | 21:56 | 23:27 | 25:19 | 28:04 | 31:01 | 04:37 | 03:25 |
 | Shadow Fiend | 24 | 85.71% | 71.2 | 50.00% | 0.00% | -16.67% | 0.00% | 2.10% | 24:53 | 15:32 | 21:10 | 23:14 | 29:06 | 32:18 | 07:56 | 05:52 |
 | Templar Assassin | 19 | 61.29% | 69.7 | 52.63% | +19.30% | +27.37% | -12.63% | -10.53% | 24:53 | 17:33 | 22:28 | 24:11 | 26:16 | 32:57 | 03:48 | 02:48 |
 | Dragon Knight | 28 | 84.85% | 68.2 | 46.43% | +26.43% | +25.00% | -17.86% | -8.04% | 26:19 | 21:08 | 22:49 | 25:08 | 28:09 | 37:35 | 05:20 | 03:57 |
 | Lycan | 30 | 75.00% | 66.7 | 46.67% | -13.33% | +28.33% | -32.38% | -7.92% | 27:10 | 21:13 | 23:27 | 26:06 | 31:07 | 37:33 | 07:40 | 05:40 |
 | Weaver | 20 | 55.56% | 65.2 | 50.00% | +6.25% | +10.00% | -10.00% | -3.61% | 29:47 | 24:07 | 26:08 | 28:13 | 31:40 | 40:00 | 05:32 | 04:05 |
 | Razor | 34 | 64.15% | 63.6 | 47.06% | -5.57% | +8.50% | -22.06% | -5.93% | 28:25 | 16:34 | 25:21 | 28:17 | 30:30 | 40:20 | 05:09 | 03:48 |
 | Earthshaker | 15 | 18.29% | 62.1 | 60.00% | +30.15% | +15.00% | -10.00% | -5.07% | 37:53 | 26:21 | 33:45 | 35:55 | 38:41 | 57:20 | 04:56 | 03:39 |
 | Sniper | 4 | 66.67% | 60.6 | 50.00% | +50.00% | +50.00% | -50.00% | -10.20% | 30:16 | 24:22 | 24:22 | 27:37 | 34:10 | 34:56 | 09:48 | 07:15 |
 | Wraith King | 1 | 20.00% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Phantom Assassin | 7 | 77.78% | 57.6 | 42.86% | +42.86% | +57.14% | -42.86% | -20.69% | 27:24 | 19:57 | 22:48 | 26:20 | 27:38 | 35:50 | 04:50 | 03:34 |
 | Mirana | 8 | 44.44% | 56.1 | 50.00% | -10.00% | 0.00% | -50.00% | -6.70% | 30:20 | 24:36 | 25:39 | 26:57 | 33:07 | 37:20 | 07:28 | 05:31 |
 | Chaos Knight | 6 | 50.00% | 54.5 | 50.00% | +16.67% | 0.00% | -50.00% | -6.48% | 30:14 | 24:50 | 25:21 | 31:26 | 33:04 | 35:05 | 07:43 | 05:42 |
 | Lifestealer | 4 | 11.11% | 53.0 | 75.00% | +15.62% | +25.00% | +25.00% | 0.00% | 37:26 | 34:08 | 34:08 | 34:54 | 36:30 | 44:11 | 02:22 | 01:45 |
 | Anti-Mage | 5 | 26.32% | 51.5 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 37:43 | 27:34 | 27:34 | 30:38 | 31:28 | 1:10:08 | 03:54 | 02:53 |
 | Slark | 7 | 70.00% | 50.0 | 42.86% | -23.81% | +57.14% | +7.14% | -10.99% | 32:30 | 26:02 | 26:54 | 31:07 | 31:27 | 41:44 | 04:33 | 03:22 |
 | Bristleback | 9 | 16.07% | 48.5 | 55.56% | +15.13% | -5.56% | -5.56% | 0.00% | 36:30 | 30:33 | 31:52 | 37:50 | 39:11 | 41:39 | 07:19 | 05:25 |
 | Viper | 3 | 21.43% | 47.0 | 66.67% | +30.31% | +33.33% | 0.00% | -5.88% | 25:14 | 21:48 | 21:48 | 26:26 | 27:28 | 27:28 | 05:40 | 04:11 |
 | Venomancer | 15 | 23.81% | 45.5 | 46.67% | +2.92% | -21.67% | +3.33% | 3.82% | 36:03 | 25:36 | 31:02 | 36:39 | 37:35 | 52:27 | 06:33 | 04:51 |
 | Faceless Void | 14 | 31.11% | 43.9 | 42.86% | -11.98% | -17.86% | +23.81% | 8.22% | 37:52 | 26:15 | 34:04 | 37:13 | 39:08 | 1:05:30 | 05:04 | 03:45 |
 | Luna | 5 | 62.50% | 42.4 | 40.00% | +40.00% | +60.00% | -40.00% | 0.00% | 28:43 | 24:17 | 24:17 | 30:32 | 31:07 | 32:20 | 06:50 | 05:03 |
 | Sand King | 4 | 2.82% | 40.9 | 75.00% | +29.35% | +25.00% | -75.00% | -6.55% | 41:53 | 26:56 | 26:56 | 32:39 | 42:12 | 1:05:45 | 15:16 | 11:18 |
 | Lone Druid | 4 | 28.57% | 39.4 | 50.00% | 0.00% | +50.00% | -50.00% | -6.32% | 43:45 | 29:51 | 29:51 | 42:04 | 45:41 | 57:24 | 15:50 | 11:43 |
 | Riki | 1 | 9.09% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:11 | 55:11 | 55:11 | 55:11 | 55:11 | 55:11 | 00:00 | 00:00 |
 | Spirit Breaker | 3 | 8.82% | 36.4 | 66.67% | +18.28% | +33.33% | 0.00% | 0.00% | 46:00 | 39:47 | 39:47 | 45:01 | 53:12 | 53:12 | 13:25 | 09:56 |
 | Doom | 5 | 35.71% | 34.8 | 40.00% | -4.44% | -40.00% | +60.00% | 15.08% | 34:25 | 29:58 | 29:58 | 33:00 | 36:36 | 41:18 | 06:38 | 04:54 |
 | Necrophos | 1 | 4.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 00:00 | 00:00 |
 | Invoker | 10 | 37.04% | 31.8 | 30.00% | +0.59% | +3.33% | -30.00% | -7.72% | 36:17 | 28:41 | 33:48 | 35:08 | 38:07 | 44:00 | 04:19 | 03:11 |
 | Puck | 3 | 3.03% | 30.3 | 66.67% | +18.75% | +33.33% | 0.00% | 0.00% | 55:18 | 41:42 | 41:42 | 49:25 | 1:14:46 | 1:14:46 | 33:04 | 24:29 |
 | Broodmother | 3 | 50.00% | 28.8 | 33.33% | 0.00% | -33.33% | 0.00% | 6.08% | 24:39 | 22:49 | 22:49 | 22:51 | 28:18 | 28:18 | 05:29 | 04:03 |
 | Windranger | 3 | 50.00% | 27.3 | 33.33% | 0.00% | +66.67% | 0.00% | -10.72% | 28:41 | 26:36 | 26:36 | 26:37 | 32:49 | 32:49 | 06:13 | 04:36 |
 | Ember Spirit | 5 | 17.86% | 25.8 | 40.00% | -7.83% | -40.00% | -40.00% | 0.00% | 44:44 | 23:23 | 23:23 | 46:24 | 47:52 | 1:02:00 | 24:29 | 18:08 |
 | Dark Seer | 4 | 7.14% | 24.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 39:54 | 36:29 | 36:29 | 39:15 | 39:34 | 44:17 | 03:05 | 02:17 |
 | Juggernaut | 1 | 2.17% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 2.13% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:07 | 58:07 | 58:07 | 58:07 | 58:07 | 58:07 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 2.08% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 00:00 | 00:00 |
 | Rubick | 1 | 1.11% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 00:00 | 00:00 |
 | Clockwerk | 1 | 1.10% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:45:16 | 1:45:16 | 1:45:16 | 1:45:16 | 1:45:16 | 1:45:16 | 00:00 | 00:00 |
 | Vengeful Spirit | 3 | 21.43% | 15.2 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 32:12 | 30:01 | 30:01 | 30:13 | 36:21 | 36:21 | 06:20 | 04:41 |
 | Slardar | 3 | 11.11% | 13.6 | 33.33% | -25.00% | +66.67% | 0.00% | -6.73% | 31:08 | 26:45 | 26:45 | 29:59 | 36:39 | 36:39 | 09:54 | 07:20 |
 | Silencer | 4 | 6.45% | 12.1 | 25.00% | -19.83% | -25.00% | +75.00% | 5.25% | 51:30 | 26:42 | 26:42 | 43:10 | 45:45 | 1:30:24 | 19:03 | 14:06 |
 | Pugna | 1 | 20.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Medusa | 2 | 20.00% | 9.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:57 | 37:09 | 37:09 | 48:44 | 48:44 | 48:44 | 11:35 | 08:34 |
 | Timbersaw | 1 | 7.69% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Abaddon | 1 | 5.88% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Omniknight | 1 | 3.85% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.44% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 00:00 | 00:00 |
 | Night Stalker | 2 | 3.03% | 1.5 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 37:05 | 36:04 | 36:04 | 38:06 | 38:06 | 38:06 | 02:02 | 01:30 |