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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 | 646 | 30.05% | 89.8 | 55.88% | +1.83% | +9.15% | +0.02% | -1.14% | 26:41 | 14:33 | 22:03 | 25:32 | 30:04 | 1:01:30 | 06:44 |
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 | |
 | Luna | 3 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 18:10 | 19:39 | 20:39 | 20:39 | 20:39 | 01:00 | 01:14 |
 | Nature's Prophet | 11 | 55.00% | 98.7 | 81.82% | +9.39% | -6.82% | +18.18% | 2.70% | 25:41 | 18:26 | 20:58 | 26:50 | 30:13 | 38:32 | 09:15 | 06:27 |
 | Earth Spirit | 23 | 33.33% | 97.4 | 82.61% | +19.50% | +17.39% | +17.39% | 0.00% | 31:47 | 22:41 | 28:36 | 31:28 | 33:19 | 48:59 | 04:43 | 06:11 |
 | Night Stalker | 9 | 69.23% | 96.2 | 77.78% | +23.23% | -11.11% | +22.22% | 7.35% | 25:52 | 19:34 | 22:50 | 25:22 | 27:22 | 40:15 | 04:32 | 05:49 |
 | Tiny | 5 | 16.13% | 94.9 | 100.00% | +47.93% | 0.00% | 0.00% | 0.00% | 25:53 | 21:04 | 25:16 | 27:48 | 29:19 | 29:19 | 04:03 | 03:07 |
 | Ember Spirit | 27 | 60.00% | 93.6 | 74.07% | +5.64% | +25.93% | -16.93% | -12.19% | 24:01 | 17:31 | 21:52 | 24:09 | 25:23 | 34:27 | 03:31 | 03:24 |
 | Tinker | 1 | 50.00% | 92.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Slardar | 9 | 50.00% | 91.0 | 77.78% | +18.66% | -11.11% | +22.22% | 6.94% | 26:46 | 23:42 | 24:31 | 28:07 | 29:19 | 29:47 | 04:48 | 02:26 |
 | Razor | 3 | 100.00% | 89.7 | 66.67% | -7.52% | -16.67% | +33.33% | 7.39% | 21:15 | 18:38 | 19:11 | 25:57 | 25:57 | 25:57 | 06:46 | 04:04 |
 | Broodmother | 3 | 100.00% | 88.5 | 66.67% | +0.96% | -16.67% | +33.33% | 26.55% | 20:29 | 17:46 | 20:54 | 22:47 | 22:47 | 22:47 | 01:53 | 02:32 |
 | Gyrocopter | 7 | 77.78% | 87.2 | 71.43% | +0.76% | +28.57% | -21.43% | -17.44% | 21:58 | 19:42 | 20:31 | 23:02 | 23:23 | 25:15 | 02:52 | 01:59 |
 | Crystal Maiden | 7 | 20.59% | 85.9 | 85.71% | +36.43% | +14.29% | -35.71% | -3.30% | 36:19 | 29:14 | 30:04 | 35:29 | 45:13 | 52:28 | 15:09 | 09:03 |
 | Invoker | 13 | 56.52% | 84.6 | 69.23% | +9.97% | +30.77% | +30.77% | 0.00% | 26:31 | 20:29 | 23:28 | 26:22 | 29:13 | 37:25 | 05:45 | 04:37 |
 | Templar Assassin | 10 | 100.00% | 83.3 | 60.00% | -4.56% | +40.00% | -60.00% | -24.19% | 22:37 | 19:43 | 21:23 | 21:47 | 25:31 | 26:26 | 04:08 | 02:18 |
 | Weaver | 14 | 60.87% | 82.1 | 64.29% | -1.34% | +15.71% | +2.38% | -2.67% | 24:47 | 18:37 | 21:58 | 24:26 | 26:58 | 42:08 | 05:00 | 05:49 |
 | Legion Commander | 14 | 60.87% | 80.8 | 64.29% | +21.32% | +15.71% | -30.96% | -8.00% | 29:29 | 25:23 | 27:32 | 29:17 | 33:22 | 35:04 | 05:50 | 03:09 |
 | Queen of Pain | 13 | 76.47% | 79.5 | 61.54% | +1.82% | +38.46% | -28.21% | -11.53% | 24:25 | 19:00 | 20:16 | 22:18 | 26:03 | 38:04 | 05:47 | 06:08 |
 | Mars | 30 | 50.85% | 78.2 | 63.33% | +11.31% | +3.34% | -6.19% | -1.82% | 27:43 | 19:21 | 25:36 | 27:47 | 30:50 | 39:25 | 05:14 | 04:44 |
 | Storm Spirit | 16 | 64.00% | 76.9 | 62.50% | +0.85% | -2.50% | +37.50% | 9.38% | 25:29 | 19:09 | 23:22 | 26:17 | 27:38 | 30:52 | 04:16 | 03:29 |
 | Dragon Knight | 5 | 83.33% | 75.6 | 60.00% | +6.03% | +40.00% | +40.00% | 0.00% | 23:29 | 20:59 | 22:41 | 23:35 | 26:36 | 26:36 | 03:55 | 02:02 |
 | Doom | 7 | 87.50% | 74.4 | 57.14% | -11.40% | +9.53% | -57.14% | -59.70% | 19:07 | 14:46 | 18:29 | 18:53 | 19:36 | 25:17 | 01:07 | 03:07 |
 | Shadow Shaman | 6 | 15.00% | 73.1 | 83.33% | +29.43% | +16.67% | +16.67% | 0.00% | 39:05 | 28:22 | 33:37 | 44:31 | 49:16 | 49:16 | 15:39 | 09:08 |
 | Lycan | 11 | 50.00% | 71.8 | 63.64% | +7.66% | +36.36% | -30.31% | -11.73% | 27:53 | 21:23 | 24:38 | 29:24 | 30:19 | 38:34 | 05:41 | 04:40 |
 | Io | 2 | 18.18% | 70.5 | 100.00% | +32.00% | 0.00% | 0.00% | 0.00% | 26:28 | 25:35 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 01:14 |
 | Batrider | 29 | 76.32% | 69.2 | 55.17% | -2.71% | +7.33% | +1.97% | -0.99% | 20:36 | 14:33 | 17:45 | 19:59 | 23:09 | 32:12 | 05:24 | 04:03 |
 | Visage | 1 | 33.33% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Morphling | 16 | 64.00% | 66.7 | 56.25% | +10.16% | +3.75% | +18.75% | 2.78% | 28:54 | 18:29 | 26:59 | 28:49 | 32:23 | 36:01 | 05:24 | 04:38 |
 | Troll Warlord | 29 | 85.29% | 65.4 | 51.72% | -4.46% | +23.28% | -8.86% | -5.27% | 24:35 | 17:22 | 21:52 | 24:42 | 27:58 | 36:11 | 06:06 | 04:14 |
 | Witch Doctor | 2 | 15.38% | 64.1 | 100.00% | +26.74% | 0.00% | 0.00% | 0.00% | 46:03 | 30:35 | 1:01:30 | 1:01:30 | 1:01:30 | 1:01:30 | 00:00 | 21:51 |
 | Terrorblade | 19 | 65.52% | 62.8 | 52.63% | -11.10% | -2.63% | -12.63% | -1.04% | 25:30 | 17:00 | 21:30 | 26:03 | 31:05 | 38:39 | 09:35 | 06:12 |
 | Sand King | 2 | 13.33% | 61.5 | 100.00% | +29.82% | 0.00% | 0.00% | 0.00% | 25:22 | 22:21 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 04:15 |
 | Void Spirit | 18 | 37.50% | 60.3 | 55.56% | +6.80% | -5.56% | -5.56% | 0.00% | 30:07 | 22:05 | 26:07 | 28:36 | 31:51 | 59:15 | 05:44 | 08:03 |
 | Centaur Warrunner | 2 | 11.11% | 59.0 | 100.00% | +27.67% | 0.00% | 0.00% | 0.00% | 27:06 | 24:39 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 03:27 |
 | Wraith King | 22 | 51.16% | 57.7 | 50.00% | -5.15% | +35.71% | -10.00% | -8.21% | 29:00 | 21:13 | 25:51 | 27:53 | 31:25 | 53:06 | 05:34 | 07:00 |
 | Phantom Assassin | 22 | 81.48% | 56.4 | 45.45% | +3.20% | -2.59% | -25.45% | -3.41% | 24:15 | 19:24 | 21:13 | 23:45 | 27:55 | 31:06 | 06:42 | 03:37 |
 | Kunkka | 13 | 81.25% | 55.1 | 46.15% | -3.22% | +28.85% | -12.82% | -9.16% | 22:48 | 15:35 | 20:54 | 23:25 | 25:27 | 31:25 | 04:33 | 03:59 |
 | Faceless Void | 7 | 100.00% | 53.8 | 42.86% | -7.14% | -9.53% | +7.14% | 3.57% | 24:30 | 18:09 | 22:08 | 23:17 | 26:48 | 36:57 | 04:40 | 06:02 |
 | Brewmaster | 2 | 8.70% | 52.6 | 100.00% | +53.24% | 0.00% | 0.00% | 0.00% | 38:08 | 21:21 | 54:54 | 54:54 | 54:54 | 54:54 | 00:00 | 23:43 |
 | Alchemist | 4 | 66.67% | 51.3 | 50.00% | -22.73% | 0.00% | +50.00% | 0.00% | 21:56 | 19:40 | 19:53 | 21:41 | 26:29 | 26:29 | 06:36 | 03:10 |
 | Bristleback | 3 | 33.33% | 50.0 | 66.67% | -10.83% | -16.67% | +33.33% | 2.31% | 38:07 | 26:39 | 33:01 | 54:40 | 54:40 | 54:40 | 21:39 | 14:41 |
 | Drow Ranger | 9 | 75.00% | 48.7 | 44.44% | -1.32% | -11.11% | +55.56% | 6.97% | 25:48 | 19:48 | 21:58 | 26:46 | 31:32 | 31:53 | 09:34 | 04:45 |
 | Beastmaster | 11 | 28.95% | 47.4 | 54.55% | -3.84% | -4.55% | -21.22% | -3.55% | 30:58 | 20:48 | 29:36 | 32:42 | 34:18 | 44:20 | 04:42 | 06:41 |
 | Clockwerk | 2 | 6.90% | 46.2 | 100.00% | +57.75% | 0.00% | 0.00% | 0.00% | 28:14 | 22:26 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 08:12 |
 | Tusk | 2 | 6.45% | 44.9 | 100.00% | +38.67% | 0.00% | 0.00% | 0.00% | 28:58 | 26:59 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 02:48 |
 | Lina | 5 | 26.32% | 43.6 | 60.00% | +4.44% | -10.00% | +40.00% | 4.95% | 20:23 | 15:41 | 18:56 | 19:11 | 29:02 | 29:02 | 10:06 | 05:03 |
 | Windranger | 7 | 70.00% | 42.3 | 42.86% | -12.36% | -9.53% | +7.14% | 6.06% | 23:12 | 19:39 | 22:21 | 24:24 | 25:06 | 27:12 | 02:45 | 02:38 |
 | Arc Warden | 7 | 70.00% | 41.0 | 42.86% | -10.63% | +23.81% | +7.14% | -4.61% | 34:13 | 25:13 | 32:27 | 35:37 | 36:04 | 48:30 | 03:37 | 07:31 |
 | Magnus | 5 | 83.33% | 39.7 | 40.00% | +11.67% | +10.00% | +60.00% | 3.21% | 26:30 | 18:51 | 22:28 | 30:19 | 38:03 | 38:03 | 15:35 | 07:41 |
 | Phoenix | 4 | 9.52% | 38.5 | 75.00% | +19.74% | +25.00% | +25.00% | 0.00% | 28:15 | 19:57 | 25:16 | 33:41 | 34:07 | 34:07 | 08:51 | 06:52 |
 | Death Prophet | 9 | 52.94% | 37.2 | 44.44% | +3.30% | -11.11% | +5.56% | 1.81% | 23:30 | 19:39 | 20:26 | 23:18 | 29:38 | 29:42 | 09:12 | 03:55 |
 | Monkey King | 33 | 80.49% | 35.9 | 36.36% | -6.27% | +19.20% | -23.86% | -8.85% | 23:34 | 18:23 | 20:58 | 24:00 | 25:50 | 32:08 | 04:52 | 03:12 |
 | Riki | 8 | 29.63% | 34.6 | 50.00% | -10.68% | -50.00% | +50.00% | 0.00% | 34:34 | 28:58 | 30:45 | 34:39 | 39:19 | 40:20 | 08:34 | 04:23 |
 | Spectre | 1 | 14.29% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Ursa | 14 | 73.68% | 32.1 | 35.71% | -7.20% | +4.29% | -35.71% | -11.11% | 23:59 | 19:19 | 22:24 | 23:29 | 26:00 | 36:56 | 03:36 | 04:20 |
 | Shadow Fiend | 6 | 85.71% | 30.8 | 33.33% | -3.96% | +33.34% | -33.33% | -21.86% | 20:56 | 18:31 | 20:19 | 21:43 | 23:22 | 23:22 | 03:03 | 01:50 |
 | Leshrac | 17 | 48.57% | 29.5 | 35.29% | -5.41% | -35.29% | -10.29% | 5.32% | 24:58 | 17:31 | 22:41 | 26:29 | 27:23 | 33:08 | 04:42 | 04:11 |
 | Dark Seer | 1 | 9.09% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Anti-Mage | 5 | 41.67% | 26.9 | 40.00% | -17.50% | -40.00% | +60.00% | 0.00% | 32:15 | 26:19 | 31:12 | 33:39 | 38:22 | 38:22 | 07:10 | 04:21 |
 | Bloodseeker | 6 | 54.55% | 25.6 | 33.33% | -12.66% | 0.00% | -33.33% | -4.25% | 22:44 | 17:02 | 21:58 | 22:35 | 29:49 | 29:49 | 07:51 | 04:14 |
 | Enigma | 13 | 92.86% | 24.4 | 23.08% | +2.46% | +1.92% | -23.08% | -2.47% | 28:49 | 18:32 | 24:45 | 29:59 | 34:53 | 37:42 | 10:08 | 05:44 |
 | Axe | 3 | 60.00% | 23.1 | 33.33% | +3.33% | +16.67% | -33.33% | 0.00% | 31:21 | 21:25 | 34:01 | 38:37 | 38:37 | 38:37 | 04:36 | 08:54 |
 | Enchantress | 1 | 5.00% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Elder Titan | 1 | 3.70% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Viper | 5 | 18.52% | 19.2 | 40.00% | -4.48% | +10.00% | -40.00% | -7.58% | 29:59 | 26:24 | 27:44 | 31:09 | 34:20 | 34:20 | 06:36 | 03:05 |
 | Pangolier | 1 | 2.78% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 00:00 | 00:00 |
 | Chaos Knight | 3 | 42.86% | 16.7 | 33.33% | -9.95% | +16.67% | -33.33% | -27.52% | 27:47 | 21:02 | 30:15 | 32:04 | 32:04 | 32:04 | 01:49 | 05:54 |
 | Pugna | 2 | 15.38% | 15.4 | 50.00% | -7.72% | 0.00% | 0.00% | 0.00% | 33:50 | 31:23 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 03:27 |
 | Slark | 5 | 45.45% | 14.1 | 20.00% | -27.93% | -20.00% | +80.00% | 9.84% | 25:38 | 20:08 | 23:02 | 26:49 | 33:12 | 33:12 | 10:10 | 04:54 |
 | Puck | 2 | 3.08% | 12.8 | 50.00% | -2.30% | 0.00% | 0.00% | 0.00% | 31:34 | 29:41 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 02:39 |
 | Mirana | 3 | 5.17% | 11.5 | 33.33% | -15.61% | +16.67% | -33.33% | 0.00% | 25:18 | 20:24 | 24:29 | 31:01 | 31:01 | 31:01 | 06:32 | 05:21 |
 | Clinkz | 3 | 100.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 27:01 | 28:32 | 33:19 | 33:19 | 33:19 | 04:47 | 03:17 |
 | Earthshaker | 1 | 7.69% | 9.0 | 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 |
 | Rubick | 1 | 2.13% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Timbersaw | 2 | 7.14% | 6.4 | 0.00% | -53.61% | 0.00% | 0.00% | 0.00% | 39:32 | 34:26 | 44:37 | 44:37 | 44:37 | 44:37 | 00:00 | 07:12 |
 | Lifestealer | 1 | 33.33% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |
 | Underlord | 3 | 15.79% | 3.8 | 0.00% | -25.60% | 0.00% | 0.00% | 0.00% | 35:03 | 30:48 | 34:40 | 39:42 | 39:42 | 39:42 | 05:02 | 04:27 |
 | Medusa | 2 | 16.67% | 2.6 | 0.00% | -61.02% | 0.00% | 0.00% | 0.00% | 30:23 | 25:14 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 07:16 |
 | Phantom Lancer | 2 | 10.00% | 1.3 | 0.00% | -30.99% | 0.00% | 0.00% | 0.00% | 46:00 | 38:47 | 53:13 | 53:13 | 53:13 | 53:13 | 00:00 | 10:12 |