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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 | 678 | 39.19% | 85.2 | 54.57% | +22.94% | +4.84% | -0.13% | -0.66% | 24:51 | 13:00 | 20:03 | 23:24 | 27:37 | 1:11:47 | 05:36 |
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 | |
 | Night Stalker | 4 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 18:31 | 16:58 | 16:58 | 17:58 | 18:58 | 20:10 | 02:00 | 01:28 |
 | Pudge | 1 | 100.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Legion Commander | 10 | 83.33% | 97.6 | 90.00% | +40.00% | +10.00% | +10.00% | 0.00% | 27:52 | 24:32 | 26:07 | 26:31 | 29:38 | 32:24 | 03:31 | 02:36 |
 | Kunkka | 7 | 77.78% | 96.4 | 85.71% | +85.71% | -35.71% | +14.29% | 46.15% | 16:14 | 13:20 | 14:56 | 15:21 | 16:01 | 22:04 | 01:05 | 00:48 |
 | Templar Assassin | 13 | 76.47% | 95.2 | 76.92% | +76.92% | +23.08% | -76.92% | -49.18% | 23:02 | 19:43 | 22:03 | 23:24 | 24:05 | 25:27 | 02:02 | 01:30 |
 | Marci | 11 | 84.62% | 94.0 | 72.73% | +72.73% | +27.27% | -6.06% | -10.64% | 18:24 | 15:02 | 17:02 | 17:53 | 20:10 | 22:08 | 03:08 | 02:19 |
 | Beastmaster | 17 | 54.84% | 92.9 | 76.47% | +12.18% | -1.47% | -26.47% | -4.17% | 28:08 | 20:44 | 24:39 | 26:10 | 30:39 | 41:52 | 06:00 | 04:26 |
 | Morphling | 9 | 52.94% | 91.7 | 77.78% | +40.28% | -27.78% | +22.22% | 6.30% | 29:06 | 22:34 | 23:13 | 29:54 | 31:09 | 36:32 | 07:56 | 05:52 |
 | Faceless Void | 12 | 92.31% | 90.5 | 66.67% | +66.67% | +33.33% | -33.34% | -25.98% | 22:23 | 19:44 | 20:40 | 21:11 | 23:14 | 28:31 | 02:34 | 01:54 |
 | Anti-Mage | 6 | 35.29% | 89.3 | 83.33% | +37.88% | -33.33% | +16.67% | 10.14% | 33:53 | 27:08 | 31:06 | 31:24 | 36:02 | 42:41 | 04:56 | 03:39 |
 | Troll Warlord | 9 | 90.00% | 88.1 | 66.67% | -33.33% | -16.67% | +33.33% | 13.89% | 21:29 | 17:21 | 17:51 | 20:39 | 21:27 | 34:08 | 03:36 | 02:40 |
 | Terrorblade | 19 | 90.48% | 86.9 | 63.16% | +63.16% | +16.84% | -3.16% | -7.84% | 29:02 | 22:23 | 25:45 | 27:08 | 28:18 | 45:08 | 02:33 | 01:53 |
 | Shadow Fiend | 17 | 77.27% | 85.7 | 64.71% | +24.71% | -39.71% | -14.71% | 5.42% | 19:38 | 13:00 | 17:03 | 18:33 | 21:40 | 33:04 | 04:37 | 03:25 |
 | Viper | 6 | 75.00% | 84.5 | 66.67% | +66.67% | -16.67% | +33.33% | 8.50% | 21:04 | 16:47 | 18:34 | 19:36 | 24:27 | 24:33 | 05:53 | 04:21 |
 | Magnus | 2 | 25.00% | 83.3 | 100.00% | +16.67% | 0.00% | 0.00% | 0.00% | 34:59 | 30:12 | 30:12 | 39:46 | 39:46 | 39:46 | 09:34 | 07:05 |
 | Ursa | 23 | 88.46% | 82.1 | 60.87% | +27.54% | -10.87% | -27.54% | -7.14% | 22:28 | 18:53 | 21:07 | 22:30 | 23:27 | 27:22 | 02:20 | 01:43 |
 | Spirit Breaker | 4 | 50.00% | 81.0 | 75.00% | +50.00% | +25.00% | -75.00% | 0.00% | 31:27 | 24:48 | 24:48 | 31:12 | 32:23 | 37:25 | 07:35 | 05:37 |
 | Death Prophet | 41 | 73.21% | 79.8 | 60.98% | -5.69% | +29.02% | -20.98% | -5.96% | 26:46 | 17:53 | 21:55 | 25:15 | 30:18 | 52:27 | 08:23 | 06:12 |
 | Storm Spirit | 32 | 76.19% | 78.6 | 59.38% | +19.38% | +28.12% | -9.38% | -7.89% | 23:16 | 17:19 | 19:53 | 22:14 | 24:38 | 33:50 | 04:45 | 03:31 |
 | Doom | 19 | 90.48% | 77.4 | 57.89% | +57.89% | +2.11% | +22.11% | 3.24% | 20:28 | 14:32 | 16:16 | 19:25 | 22:26 | 32:24 | 06:10 | 04:34 |
 | Nature's Prophet | 43 | 86.00% | 76.2 | 55.81% | +12.95% | -10.36% | -1.26% | 1.96% | 21:44 | 16:11 | 18:26 | 20:57 | 23:04 | 43:14 | 04:38 | 03:25 |
 | Batrider | 17 | 94.44% | 75.0 | 52.94% | +52.94% | +47.06% | -52.94% | -44.78% | 17:44 | 14:57 | 16:16 | 17:53 | 18:30 | 21:20 | 02:14 | 01:39 |
 | Outworld Destroyer | 5 | 71.43% | 73.8 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 25:17 | 16:47 | 16:47 | 26:42 | 28:35 | 28:45 | 11:48 | 08:44 |
 | Riki | 1 | 33.33% | 72.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 33.33% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Drow Ranger | 24 | 80.00% | 70.2 | 54.17% | +37.50% | -4.17% | +29.16% | 6.04% | 27:07 | 18:59 | 23:39 | 25:49 | 29:10 | 38:43 | 05:31 | 04:05 |
 | Underlord | 3 | 60.00% | 69.0 | 66.67% | +16.67% | -66.67% | 0.00% | 8.23% | 26:29 | 21:36 | 21:36 | 28:08 | 29:42 | 29:42 | 08:06 | 06:00 |
 | Timbersaw | 8 | 53.33% | 67.9 | 62.50% | +33.93% | -62.50% | -12.50% | 6.80% | 30:33 | 25:10 | 26:33 | 29:09 | 33:54 | 35:17 | 07:21 | 05:26 |
 | Windranger | 2 | 100.00% | 66.7 | 50.00% | +50.00% | +50.00% | 0.00% | -11.41% | 18:35 | 16:23 | 16:23 | 20:46 | 20:46 | 20:46 | 04:23 | 03:14 |
 | Tinker | 2 | 100.00% | 65.5 | 50.00% | +50.00% | -50.00% | 0.00% | 16.13% | 25:15 | 23:42 | 23:42 | 26:48 | 26:48 | 26:48 | 03:06 | 02:17 |
 | Lina | 2 | 100.00% | 64.3 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 17:29 | 17:06 | 17:06 | 17:52 | 17:52 | 17:52 | 00:46 | 00:34 |
 | Sand King | 2 | 100.00% | 63.1 | 50.00% | +50.00% | -50.00% | 0.00% | 11.49% | 38:03 | 35:52 | 35:52 | 40:13 | 40:13 | 40:13 | 04:21 | 03:13 |
 | Void Spirit | 2 | 100.00% | 61.9 | 50.00% | +50.00% | -50.00% | 0.00% | 2.31% | 43:03 | 32:13 | 32:13 | 53:53 | 53:53 | 53:53 | 21:40 | 16:02 |
 | Ember Spirit | 47 | 87.04% | 60.7 | 51.06% | -6.08% | +23.94% | -17.73% | -10.82% | 23:27 | 16:39 | 20:23 | 22:21 | 24:14 | 44:34 | 03:51 | 02:51 |
 | Enigma | 8 | 88.89% | 59.5 | 50.00% | +50.00% | +50.00% | 0.00% | -6.38% | 26:51 | 19:02 | 21:31 | 26:28 | 29:21 | 32:51 | 07:50 | 05:48 |
 | Tiny | 10 | 13.51% | 58.3 | 70.00% | +16.87% | +30.00% | -20.00% | -4.52% | 31:09 | 23:33 | 25:46 | 27:07 | 36:49 | 45:49 | 11:03 | 08:11 |
 | Dragon Knight | 16 | 76.19% | 57.1 | 50.00% | +50.00% | +25.00% | -50.00% | -17.05% | 24:40 | 20:03 | 21:59 | 23:01 | 26:23 | 33:30 | 04:24 | 03:15 |
 | Luna | 9 | 100.00% | 56.0 | 44.44% | +44.44% | +5.56% | -44.44% | -6.94% | 21:31 | 17:00 | 18:15 | 19:29 | 25:27 | 26:53 | 07:12 | 05:20 |
 | Dazzle | 1 | 25.00% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Brewmaster | 1 | 25.00% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Snapfire | 5 | 8.33% | 52.4 | 80.00% | +40.00% | -80.00% | +20.00% | 20.69% | 29:43 | 25:50 | 25:50 | 29:55 | 30:40 | 34:18 | 04:50 | 03:34 |
 | Huskar | 5 | 100.00% | 51.2 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 18:32 | 15:04 | 15:04 | 19:08 | 20:15 | 21:52 | 05:11 | 03:50 |
 | Chaos Knight | 7 | 87.50% | 50.0 | 42.86% | +42.86% | -42.86% | +7.14% | 50.00% | 21:40 | 19:28 | 20:38 | 21:20 | 21:27 | 24:25 | 00:49 | 00:36 |
 | Leshrac | 18 | 64.29% | 48.8 | 44.44% | +4.44% | +15.56% | +30.56% | 2.61% | 23:29 | 18:40 | 20:48 | 23:40 | 26:33 | 28:18 | 05:45 | 04:15 |
 | Monkey King | 14 | 60.87% | 47.6 | 42.86% | -1.58% | +57.14% | -42.86% | -14.74% | 28:17 | 18:37 | 21:52 | 22:51 | 28:39 | 1:11:47 | 06:47 | 05:01 |
 | Lifestealer | 6 | 46.15% | 46.4 | 50.00% | -21.43% | 0.00% | -50.00% | -1.75% | 37:33 | 22:38 | 25:15 | 26:12 | 53:46 | 1:09:25 | 28:31 | 21:07 |
 | Naga Siren | 6 | 42.86% | 45.2 | 50.00% | +12.50% | 0.00% | -50.00% | 0.00% | 38:13 | 28:11 | 31:20 | 34:53 | 46:54 | 51:39 | 15:34 | 11:31 |
 | Sniper | 10 | 71.43% | 44.0 | 40.00% | +15.00% | +26.67% | -40.00% | -6.79% | 29:10 | 20:44 | 24:01 | 26:23 | 33:50 | 43:17 | 09:49 | 07:16 |
 | Slardar | 3 | 100.00% | 42.9 | 33.33% | +33.33% | +66.67% | 0.00% | -4.81% | 26:21 | 19:29 | 19:29 | 26:14 | 33:21 | 33:21 | 13:52 | 10:16 |
 | Phantom Lancer | 1 | 14.29% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Centaur Warrunner | 3 | 18.75% | 40.5 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | 34:05 | 26:55 | 26:55 | 34:47 | 40:34 | 40:34 | 13:39 | 10:06 |
 | Primal Beast | 34 | 87.18% | 39.3 | 32.35% | -7.65% | -10.13% | -7.35% | 0.87% | 19:18 | 15:31 | 17:13 | 18:30 | 20:25 | 28:18 | 03:12 | 02:22 |
 | Tusk | 10 | 18.18% | 38.1 | 50.00% | +5.56% | -50.00% | +50.00% | 20.69% | 27:29 | 23:19 | 24:59 | 26:31 | 29:49 | 33:58 | 04:50 | 03:34 |
 | Phantom Assassin | 6 | 85.71% | 36.9 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 22:44 | 19:58 | 21:01 | 21:16 | 21:58 | 30:32 | 00:57 | 00:42 |
 | Keeper of the Light | 2 | 50.00% | 35.7 | 50.00% | 0.00% | -50.00% | 0.00% | 4.95% | 27:17 | 22:14 | 22:14 | 32:20 | 32:20 | 32:20 | 10:06 | 07:28 |
 | Tidehunter | 1 | 11.11% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |
 | Bloodseeker | 8 | 100.00% | 33.3 | 25.00% | +25.00% | +25.00% | +25.00% | 0.00% | 19:01 | 16:03 | 17:15 | 19:03 | 20:24 | 21:23 | 03:09 | 02:20 |
 | Broodmother | 1 | 7.69% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 00:00 | 00:00 |
 | Abaddon | 1 | 7.69% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Invoker | 6 | 60.00% | 29.8 | 33.33% | -16.67% | +16.67% | -33.33% | -6.44% | 23:25 | 18:21 | 20:03 | 21:03 | 27:49 | 30:32 | 07:46 | 05:45 |
 | Zeus | 1 | 7.14% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |
 | Slark | 11 | 68.75% | 27.4 | 27.27% | -12.73% | -27.27% | +6.06% | 8.55% | 29:26 | 21:51 | 26:45 | 29:04 | 30:39 | 40:43 | 03:54 | 02:53 |
 | Alchemist | 4 | 80.00% | 26.2 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 18:28 | 17:10 | 17:10 | 18:40 | 18:50 | 19:13 | 01:40 | 01:14 |
 | Mars | 8 | 66.67% | 25.0 | 25.00% | 0.00% | -25.00% | +25.00% | 8.50% | 24:27 | 19:17 | 21:11 | 22:53 | 27:04 | 28:59 | 05:53 | 04:21 |
 | Lycan | 7 | 46.67% | 23.8 | 28.57% | +3.57% | -28.57% | -28.57% | 0.00% | 33:06 | 24:52 | 28:48 | 32:26 | 34:40 | 44:04 | 05:52 | 04:20 |
 | Silencer | 1 | 3.23% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Clockwerk | 1 | 2.86% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Enchantress | 2 | 18.18% | 20.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 32:43 | 32:24 | 32:24 | 33:01 | 33:01 | 33:01 | 00:37 | 00:27 |
 | Mirana | 1 | 1.89% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Puck | 2 | 10.00% | 17.9 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 32:31 | 31:47 | 31:47 | 33:15 | 33:15 | 33:15 | 01:28 | 01:05 |
 | Queen of Pain | 8 | 88.89% | 16.7 | 12.50% | -87.50% | +37.50% | -12.50% | -18.18% | 22:16 | 20:05 | 21:01 | 21:53 | 23:46 | 23:54 | 02:45 | 02:02 |
 | Gyrocopter | 3 | 18.75% | 15.5 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 20:01 | 17:27 | 17:27 | 21:07 | 21:29 | 21:29 | 04:02 | 02:59 |
 | Pangolier | 2 | 6.06% | 14.3 | 50.00% | -4.84% | +50.00% | 0.00% | 0.00% | 22:13 | 21:28 | 21:28 | 22:58 | 22:58 | 22:58 | 01:30 | 01:06 |
 | Sven | 1 | 50.00% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Wraith King | 1 | 100.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Bane | 1 | 50.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 7.69% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Weaver | 3 | 100.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 18:43 | 18:43 | 29:54 | 35:50 | 35:50 | 17:07 | 12:40 |
 | Dark Seer | 1 | 14.29% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Lone Druid | 1 | 50.00% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 |
 | Spectre | 1 | 6.67% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 00:00 | 00:00 |
 | Rubick | 2 | 2.38% | 3.6 | 0.00% | -47.56% | 0.00% | 0.00% | 0.00% | 55:16 | 42:47 | 42:47 | 1:07:44 | 1:07:44 | 1:07:44 | 24:57 | 18:28 |
 | Razor | 1 | 100.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Bristleback | 1 | 100.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |