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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 | |
 | Wraith Band | 2660 | 14.75% | 63.5 | 52.26% | +6.54% | +3.68% | -2.18% | -1.16% | 04:05 | -14:55 | 01:33 | 03:18 | 06:35 | 51:00 | 03:43 |
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 | |
 | Broodmother | 28 | 28.87% | 100.0 | 78.57% | +23.50% | +7.14% | -7.14% | -4.49% | 03:21 | -01:29 | 01:36 | 03:21 | 04:47 | 11:26 | 03:11 | 02:21 |
 | Meepo | 11 | 68.75% | 98.9 | 72.73% | +32.73% | +27.27% | -6.06% | -8.69% | 03:17 | -01:29 | 01:37 | 02:07 | 05:27 | 07:15 | 03:50 | 02:50 |
 | Medusa | 36 | 51.43% | 97.8 | 66.67% | +22.55% | +22.22% | 0.00% | -22.22% | -00:11 | -11:16 | -01:29 | -01:26 | 01:26 | 08:06 | 02:55 | 02:09 |
 | Gyrocopter | 208 | 79.09% | 96.7 | 58.17% | +18.17% | +11.06% | -8.17% | -4.09% | 04:16 | -12:08 | 01:57 | 03:51 | 06:39 | 25:20 | 04:42 | 03:28 |
 | Phantom Lancer | 102 | 82.93% | 95.6 | 56.86% | +14.00% | -14.55% | +3.14% | 6.17% | 05:09 | 01:50 | 03:21 | 04:40 | 06:13 | 18:49 | 02:52 | 02:07 |
 | Drow Ranger | 119 | 90.84% | 94.4 | 56.30% | +14.63% | +13.70% | +0.37% | -5.52% | 02:20 | -14:47 | 01:10 | 02:15 | 03:35 | 11:52 | 02:25 | 01:47 |
 | Sniper | 45 | 90.00% | 93.3 | 55.56% | +15.56% | -1.01% | -1.01% | 0.00% | -00:12 | -13:36 | -01:24 | 01:31 | 01:53 | 04:41 | 03:17 | 02:25 |
 | Spectre | 53 | 46.49% | 92.2 | 58.49% | +1.11% | +18.43% | -4.64% | -7.03% | 06:15 | 01:30 | 02:45 | 04:05 | 06:02 | 38:51 | 03:17 | 02:25 |
 | Templar Assassin | 89 | 57.79% | 91.1 | 56.18% | +10.03% | -6.18% | +2.91% | 9.09% | -00:54 | -14:07 | -01:29 | -01:29 | 01:34 | 13:46 | 03:03 | 02:15 |
 | Morphling | 122 | 64.21% | 90.0 | 54.92% | +6.39% | +3.14% | +8.41% | 2.20% | 00:20 | -13:55 | -01:29 | 02:23 | 03:53 | 16:39 | 05:22 | 03:58 |
 | Slark | 43 | 45.74% | 88.9 | 58.14% | +20.89% | +23.68% | -3.59% | -7.58% | 05:08 | 01:21 | 02:33 | 05:08 | 06:09 | 12:44 | 03:36 | 02:40 |
 | Mirana | 194 | 57.57% | 87.8 | 54.12% | -0.43% | -1.06% | +4.21% | 1.93% | 01:37 | -12:57 | -01:28 | 01:07 | 04:12 | 15:40 | 05:40 | 04:11 |
 | Weaver | 174 | 63.50% | 86.7 | 53.45% | -1.55% | -14.81% | -2.29% | 3.03% | 05:13 | -12:32 | 02:48 | 04:09 | 06:56 | 19:30 | 04:08 | 03:03 |
 | Enchantress | 32 | 15.46% | 85.6 | 62.50% | +16.21% | +12.50% | 0.00% | -0.69% | 12:08 | 01:47 | 02:50 | 05:22 | 20:53 | 51:00 | 18:03 | 13:22 |
 | Arc Warden | 20 | 64.52% | 84.4 | 55.00% | +0.45% | +5.00% | +5.00% | 0.00% | 01:19 | -01:30 | -01:29 | 01:39 | 03:19 | 05:48 | 04:48 | 03:33 |
 | Viper | 62 | 74.70% | 83.3 | 51.61% | +3.99% | +10.89% | +8.39% | -2.50% | -02:27 | -13:36 | -10:21 | -01:29 | 03:33 | 19:54 | 13:54 | 10:17 |
 | Luna | 65 | 58.56% | 82.2 | 50.77% | -3.58% | +11.73% | -7.02% | -4.59% | 04:49 | 00:45 | 02:05 | 03:20 | 06:10 | 22:53 | 04:05 | 03:01 |
 | Invoker | 22 | 10.43% | 81.1 | 63.64% | +14.96% | +19.69% | +16.36% | -1.88% | 01:50 | -01:29 | -01:21 | -01:15 | 03:07 | 21:49 | 04:28 | 03:18 |
 | Clinkz | 76 | 80.85% | 80.0 | 47.37% | +8.48% | +5.26% | -5.26% | -3.36% | 02:03 | -13:12 | 00:44 | 02:57 | 03:52 | 11:15 | 03:08 | 02:19 |
 | Shadow Fiend | 102 | 53.13% | 78.9 | 49.02% | +5.69% | +12.52% | -17.02% | -29.54% | -04:30 | -14:55 | -11:11 | -01:29 | 01:50 | 10:39 | 13:01 | 09:38 |
 | Razor | 153 | 67.40% | 77.8 | 47.06% | +5.17% | +2.94% | -4.95% | -1.30% | 01:33 | -14:44 | -01:29 | 02:31 | 07:33 | 20:02 | 09:02 | 06:41 |
 | Vengeful Spirit | 29 | 12.83% | 76.7 | 58.62% | +12.43% | -1.48% | +12.81% | 0.71% | 16:24 | -10:51 | 05:31 | 20:12 | 25:41 | 39:12 | 20:10 | 14:56 |
 | Faceless Void | 77 | 32.49% | 75.6 | 49.35% | +3.10% | +8.54% | -7.24% | -3.07% | 05:58 | 01:08 | 02:24 | 03:59 | 07:32 | 28:56 | 05:08 | 03:48 |
 | Venomancer | 50 | 52.08% | 74.4 | 48.00% | -8.52% | -1.85% | -6.33% | -1.19% | 01:37 | -13:17 | -01:29 | 03:32 | 05:15 | 13:37 | 06:44 | 04:59 |
 | Naga Siren | 60 | 28.57% | 73.3 | 50.00% | -6.67% | +16.67% | -3.33% | -8.00% | 03:50 | 01:28 | 02:11 | 02:49 | 04:41 | 23:22 | 02:30 | 01:51 |
 | Terrorblade | 74 | 62.18% | 72.2 | 45.95% | -0.72% | -3.84% | +9.61% | 3.94% | 04:32 | 01:09 | 02:31 | 03:57 | 05:56 | 15:45 | 03:25 | 02:31 |
 | Wraith King | 18 | 10.17% | 71.1 | 61.11% | +10.80% | -1.11% | +13.89% | 2.40% | 06:44 | 01:32 | 02:51 | 06:38 | 09:06 | 24:18 | 06:15 | 04:37 |
 | Juggernaut | 66 | 64.08% | 70.0 | 43.94% | +0.70% | -2.76% | -6.44% | -1.58% | 06:54 | 00:47 | 05:50 | 07:06 | 08:10 | 11:50 | 02:20 | 01:43 |
 | Phantom Assassin | 33 | 58.93% | 68.9 | 45.45% | +15.02% | +17.05% | +29.55% | 2.33% | 07:47 | 02:01 | 03:10 | 04:56 | 08:32 | 27:52 | 05:22 | 03:58 |
 | Ursa | 36 | 26.28% | 67.8 | 50.00% | -4.46% | -5.56% | +5.56% | 3.92% | 04:54 | 00:49 | 03:12 | 04:37 | 06:02 | 10:11 | 02:50 | 02:05 |
 | Monkey King | 46 | 44.66% | 66.7 | 45.65% | -8.74% | +12.68% | -36.56% | -7.69% | 05:41 | 00:54 | 02:08 | 03:09 | 08:32 | 26:16 | 06:24 | 04:44 |
 | Ember Spirit | 63 | 28.00% | 65.6 | 46.03% | -4.59% | -14.78% | -21.03% | -1.46% | 05:53 | -01:29 | 03:24 | 05:36 | 07:41 | 14:50 | 04:17 | 03:10 |
 | Nature's Prophet | 14 | 5.51% | 64.4 | 64.29% | +14.71% | +10.71% | +2.38% | -0.46% | 15:07 | 02:54 | 06:47 | 08:44 | 24:50 | 29:36 | 18:03 | 13:22 |
 | Bloodseeker | 56 | 49.12% | 63.3 | 42.86% | -0.24% | -7.15% | +7.14% | 2.42% | 05:38 | -01:29 | 02:42 | 05:05 | 08:36 | 12:55 | 05:54 | 04:22 |
 | Lone Druid | 16 | 18.18% | 62.2 | 50.00% | +6.94% | +25.00% | -25.00% | -7.63% | 24:03 | 02:02 | 21:03 | 26:03 | 27:36 | 40:12 | 06:33 | 04:51 |
 | Troll Warlord | 26 | 37.68% | 61.1 | 42.31% | +5.10% | +0.55% | +24.36% | 5.39% | 05:01 | 01:17 | 02:25 | 03:46 | 06:50 | 16:55 | 04:25 | 03:16 |
 | Hoodwink | 2 | 4.65% | 60.0 | 100.00% | +56.10% | 0.00% | 0.00% | 0.00% | 24:22 | 14:58 | 14:58 | 33:46 | 33:46 | 33:46 | 18:48 | 13:55 |
 | Silencer | 7 | 3.30% | 58.9 | 71.43% | +27.04% | +28.57% | -21.43% | -2.47% | 21:06 | -01:29 | 05:44 | 23:22 | 26:01 | 46:29 | 20:17 | 15:01 |
 | Alchemist | 25 | 12.56% | 57.8 | 44.00% | -5.43% | -10.67% | -27.33% | -8.77% | 02:29 | 00:04 | 01:26 | 02:31 | 03:20 | 05:25 | 01:54 | 01:24 |
 | Marci | 4 | 4.12% | 56.7 | 75.00% | +27.69% | -75.00% | +25.00% | 0.00% | 16:20 | 01:29 | 01:29 | 01:47 | 27:30 | 34:32 | 26:01 | 19:16 |
 | Chaos Knight | 2 | 2.38% | 55.6 | 100.00% | +43.90% | 0.00% | 0.00% | 0.00% | 15:54 | 06:35 | 06:35 | 25:12 | 25:12 | 25:12 | 18:37 | 13:47 |
 | Necrophos | 19 | 16.67% | 54.4 | 42.11% | -12.63% | -2.11% | -2.11% | 0.00% | 04:55 | 01:35 | 02:41 | 04:23 | 05:58 | 10:23 | 03:17 | 02:25 |
 | Lina | 14 | 5.49% | 53.3 | 50.00% | -1.45% | 0.00% | -50.00% | -21.13% | 04:13 | 01:41 | 02:49 | 03:13 | 05:11 | 08:31 | 02:22 | 01:45 |
 | Spirit Breaker | 7 | 6.67% | 52.2 | 57.14% | +2.04% | +42.86% | -7.14% | -50.00% | 06:33 | 01:18 | 01:32 | 02:20 | 02:20 | 33:01 | 00:48 | 00:35 |
 | Treant Protector | 2 | 1.79% | 51.1 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 06:47 | 05:59 | 05:59 | 07:35 | 07:35 | 07:35 | 01:36 | 01:11 |
 | Skywrath Mage | 4 | 2.56% | 50.0 | 75.00% | +28.95% | -75.00% | +25.00% | 26.09% | 28:26 | 24:04 | 24:04 | 26:49 | 27:54 | 34:58 | 03:50 | 02:50 |
 | Dazzle | 4 | 2.27% | 48.9 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 14:57 | 01:51 | 01:51 | 02:29 | 14:17 | 41:10 | 12:26 | 09:12 |
 | Undying | 4 | 2.19% | 47.8 | 75.00% | +20.81% | -75.00% | +25.00% | 0.00% | 29:39 | 25:05 | 25:05 | 25:43 | 28:24 | 39:24 | 03:19 | 02:27 |
 | Winter Wyvern | 7 | 4.55% | 46.7 | 57.14% | +5.44% | -7.14% | -57.14% | -13.95% | 12:16 | 04:34 | 04:45 | 07:34 | 08:20 | 42:52 | 03:35 | 02:39 |
 | Ancient Apparition | 2 | 1.16% | 45.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 18:45 | 11:49 | 11:49 | 25:40 | 25:40 | 25:40 | 13:51 | 10:15 |
 | Queen of Pain | 2 | 0.95% | 44.4 | 100.00% | +58.17% | 0.00% | 0.00% | 0.00% | 16:44 | 02:05 | 02:05 | 31:22 | 31:22 | 31:22 | 29:17 | 21:41 |
 | Riki | 17 | 51.52% | 43.3 | 29.41% | -20.59% | +20.59% | -4.41% | -1.98% | 07:15 | -11:58 | 01:34 | 03:27 | 14:10 | 25:06 | 12:36 | 09:20 |
 | Muerta | 6 | 10.71% | 42.2 | 50.00% | 0.00% | 0.00% | +50.00% | 0.00% | 19:30 | 02:55 | 13:10 | 24:23 | 25:10 | 26:22 | 12:00 | 08:53 |
 | Huskar | 8 | 17.02% | 41.1 | 37.50% | -8.65% | +12.50% | +12.50% | 0.00% | 08:07 | -01:30 | -01:29 | -01:29 | 03:43 | 36:11 | 05:12 | 03:51 |
 | Visage | 3 | 1.69% | 40.0 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 23:50 | -01:29 | -01:29 | 31:01 | 41:57 | 41:57 | 43:26 | 32:10 |
 | Anti-Mage | 8 | 9.64% | 38.9 | 37.50% | -11.83% | -37.50% | +12.50% | 41.10% | 03:41 | 02:24 | 02:36 | 03:00 | 03:49 | 05:50 | 01:13 | 00:54 |
 | Tusk | 3 | 1.38% | 37.8 | 66.67% | +14.80% | +33.33% | 0.00% | 0.00% | 28:52 | 26:06 | 26:06 | 26:16 | 34:13 | 34:13 | 08:07 | 06:00 |
 | Tiny | 21 | 6.77% | 36.7 | 28.57% | -22.64% | -8.57% | +11.43% | 5.19% | 05:22 | 01:14 | 03:12 | 05:37 | 07:03 | 10:20 | 03:51 | 02:51 |
 | Magnus | 4 | 2.86% | 35.6 | 50.00% | -4.41% | +50.00% | -50.00% | 0.00% | 03:00 | 02:20 | 02:20 | 02:49 | 03:06 | 03:43 | 00:46 | 00:34 |
 | Centaur Warrunner | 1 | 0.90% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:24 | -01:24 | -01:24 | -01:24 | -01:24 | -01:24 | 00:00 | 00:00 |
 | Timbersaw | 1 | 0.75% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Brewmaster | 1 | 0.72% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Warlock | 6 | 10.17% | 31.1 | 33.33% | -10.07% | +16.67% | -33.33% | -11.95% | 23:40 | 19:55 | 20:49 | 22:36 | 25:00 | 29:07 | 04:11 | 03:05 |
 | Dragon Knight | 1 | 0.54% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Elder Titan | 1 | 0.41% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Pangolier | 5 | 3.31% | 27.8 | 40.00% | -2.47% | +60.00% | +60.00% | 0.00% | 06:46 | 01:37 | 01:37 | 02:49 | 04:00 | 22:50 | 02:23 | 01:45 |
 | Batrider | 1 | 0.36% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Nyx Assassin | 5 | 2.31% | 25.6 | 40.00% | -22.09% | -40.00% | +60.00% | 3.97% | 18:54 | 01:24 | 01:24 | 25:18 | 26:35 | 27:23 | 25:11 | 18:39 |
 | Doom | 7 | 4.43% | 24.4 | 28.57% | -29.05% | +21.43% | -28.57% | -50.00% | 03:15 | -01:29 | -01:29 | -00:01 | 01:28 | 23:04 | 02:57 | 02:11 |
 | Bristleback | 2 | 1.68% | 23.3 | 50.00% | -1.28% | -50.00% | 0.00% | 0.00% | 32:30 | 30:21 | 30:21 | 34:38 | 34:38 | 34:38 | 04:17 | 03:10 |
 | Lifestealer | 2 | 0.93% | 22.2 | 50.00% | +0.23% | +50.00% | 0.00% | 0.00% | 04:07 | 02:14 | 02:14 | 05:59 | 05:59 | 05:59 | 03:45 | 02:46 |
 | Slardar | 3 | 3.85% | 21.1 | 33.33% | -18.67% | +66.67% | 0.00% | 0.00% | 07:42 | 02:34 | 02:34 | 08:13 | 12:19 | 12:19 | 09:45 | 07:13 |
 | Legion Commander | 3 | 3.19% | 20.0 | 33.33% | -8.43% | -33.33% | 0.00% | 0.00% | 04:23 | 03:30 | 03:30 | 04:32 | 05:08 | 05:08 | 01:38 | 01:12 |
 | Dark Willow | 3 | 2.07% | 18.9 | 33.33% | -21.60% | -33.33% | 0.00% | 2.34% | 10:42 | 03:20 | 03:20 | 11:13 | 17:33 | 17:33 | 14:13 | 10:31 |
 | Leshrac | 4 | 1.99% | 17.8 | 25.00% | -28.30% | -25.00% | -25.00% | 0.00% | 08:48 | 01:41 | 01:41 | 02:31 | 04:37 | 26:21 | 02:56 | 02:10 |
 | Storm Spirit | 4 | 1.74% | 16.7 | 25.00% | -30.75% | -25.00% | +75.00% | 0.00% | 03:45 | 02:24 | 02:24 | 03:02 | 03:49 | 05:45 | 01:25 | 01:02 |
 | Grimstroke | 1 | 1.16% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.49% | 14.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Mars | 1 | 1.27% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.91% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 00:00 | 00:00 |
 | Primal Beast | 1 | 1.04% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Chen | 1 | 0.58% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Windranger | 1 | 1.30% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.43% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 1.32% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Rubick | 2 | 0.68% | 5.6 | 0.00% | -45.39% | 0.00% | 0.00% | 0.00% | 33:49 | 26:42 | 26:42 | 40:56 | 40:56 | 40:56 | 14:14 | 10:32 |
 | Sven | 1 | 0.58% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.25% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 0.88% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 |
 | Pugna | 1 | 1.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |