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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 | 2141 | 6.32% | 22.3 | 50.44% | +1.39% | +1.71% | -1.84% | -1.95% | 03:56 | -01:30 | 01:39 | 02:15 | 03:28 | 52:56 | 01:20 |
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 | 27 | 24.11% | 100.0 | 74.07% | +30.54% | +11.64% | -16.93% | -10.20% | 01:43 | -01:29 | 00:33 | 01:47 | 03:21 | 06:22 | 02:48 | 02:04 |
 | Naga Siren | 38 | 38.00% | 98.8 | 63.16% | +9.93% | -13.16% | -7.60% | 5.56% | 03:19 | 01:25 | 01:47 | 01:58 | 02:33 | 23:22 | 00:46 | 00:34 |
 | Sniper | 75 | 78.95% | 97.5 | 53.33% | +13.33% | -0.70% | +4.56% | 5.26% | 02:01 | 00:35 | 01:23 | 01:43 | 02:11 | 06:22 | 00:48 | 00:35 |
 | Terrorblade | 93 | 22.63% | 96.3 | 55.91% | +10.63% | +0.61% | -8.08% | -6.60% | 02:54 | 00:03 | 01:44 | 02:12 | 03:03 | 08:48 | 01:19 | 00:58 |
 | Faceless Void | 128 | 42.52% | 95.1 | 53.13% | +2.26% | -6.25% | +3.12% | 9.37% | 02:50 | -01:29 | 01:37 | 02:06 | 02:36 | 28:56 | 00:59 | 00:43 |
 | Mirana | 75 | 18.03% | 93.8 | 57.33% | -0.15% | -4.70% | +0.56% | 5.26% | 01:17 | -01:29 | -01:29 | 00:39 | 02:28 | 27:25 | 03:57 | 02:55 |
 | Medusa | 103 | 26.68% | 92.6 | 54.37% | -1.81% | -0.52% | +7.17% | 6.50% | 02:34 | -01:30 | 01:42 | 02:11 | 02:53 | 11:15 | 01:11 | 00:52 |
 | Weaver | 89 | 16.33% | 91.4 | 55.06% | +5.72% | +4.03% | -0.51% | -2.43% | 03:57 | 00:46 | 01:41 | 02:17 | 03:33 | 52:56 | 01:52 | 01:22 |
 | Razor | 226 | 43.97% | 90.1 | 49.12% | +0.86% | -7.01% | -11.62% | -2.32% | 03:17 | -01:29 | 01:50 | 02:30 | 03:49 | 19:36 | 01:59 | 01:28 |
 | Luna | 42 | 14.00% | 88.9 | 57.14% | +6.36% | -2.59% | -7.14% | -4.55% | 02:26 | -01:29 | 01:45 | 02:05 | 02:41 | 09:10 | 00:56 | 00:41 |
 | Spectre | 38 | 51.35% | 87.7 | 50.00% | 0.00% | -10.00% | -16.67% | -5.72% | 03:38 | 00:47 | 01:49 | 02:11 | 02:59 | 27:06 | 01:10 | 00:51 |
 | Vengeful Spirit | 34 | 32.69% | 86.4 | 52.94% | -1.35% | +13.73% | -2.94% | -6.85% | 03:59 | -01:29 | 02:06 | 02:36 | 04:32 | 27:10 | 02:26 | 01:48 |
 | Monkey King | 125 | 23.06% | 85.2 | 49.60% | +0.68% | +5.24% | +5.24% | 0.00% | 03:33 | -01:29 | 01:31 | 02:11 | 04:08 | 23:46 | 02:37 | 01:56 |
 | Viper | 140 | 47.78% | 84.0 | 47.14% | -1.23% | +12.86% | -7.14% | -13.48% | 03:01 | -01:29 | 01:45 | 02:18 | 03:14 | 26:48 | 01:29 | 01:05 |
 | Morphling | 93 | 27.35% | 82.7 | 49.46% | +1.69% | -5.98% | +7.06% | 6.92% | 03:41 | -01:29 | 01:46 | 02:25 | 03:39 | 27:44 | 01:53 | 01:23 |
 | Gyrocopter | 30 | 13.95% | 81.5 | 56.67% | +17.75% | +5.83% | +0.47% | -5.36% | 03:04 | -01:29 | 01:35 | 02:01 | 02:22 | 33:58 | 00:47 | 00:34 |
 | Phantom Lancer | 32 | 22.38% | 80.2 | 53.13% | +6.28% | +9.37% | +9.37% | 0.00% | 02:27 | -01:29 | 01:41 | 02:02 | 02:33 | 09:06 | 00:52 | 00:38 |
 | Drow Ranger | 56 | 45.53% | 79.0 | 46.43% | -1.33% | -10.72% | +3.57% | 14.29% | 02:35 | 01:11 | 01:46 | 02:11 | 02:42 | 09:21 | 00:56 | 00:41 |
 | Slark | 23 | 28.75% | 77.8 | 52.17% | +4.80% | -2.17% | -2.17% | 0.00% | 03:01 | 01:21 | 02:07 | 02:31 | 03:08 | 09:25 | 01:01 | 00:45 |
 | Anti-Mage | 25 | 26.32% | 76.5 | 52.00% | -0.86% | -2.00% | -2.00% | 0.00% | 02:58 | -00:09 | 01:29 | 02:01 | 03:04 | 09:32 | 01:35 | 01:10 |
 | Juggernaut | 78 | 30.47% | 75.3 | 46.15% | -3.29% | -6.15% | +6.48% | 4.46% | 03:19 | -01:29 | 01:39 | 02:08 | 04:29 | 15:30 | 02:50 | 02:05 |
 | Troll Warlord | 52 | 37.41% | 74.1 | 46.15% | -3.28% | 0.00% | -15.38% | -15.38% | 02:34 | -01:29 | 01:36 | 02:06 | 02:28 | 16:55 | 00:52 | 00:38 |
 | Pangolier | 33 | 5.23% | 72.8 | 54.55% | +3.71% | -17.05% | -4.55% | 8.33% | 03:18 | -01:29 | 01:37 | 02:23 | 03:07 | 22:50 | 01:30 | 01:06 |
 | Shadow Fiend | 27 | 12.92% | 71.6 | 51.85% | +1.30% | +19.58% | -8.99% | -26.78% | 02:32 | 01:01 | 01:21 | 02:00 | 02:25 | 08:50 | 01:04 | 00:47 |
 | Bloodseeker | 58 | 21.89% | 70.4 | 44.83% | -10.73% | -11.50% | +19.46% | 19.55% | 03:49 | 00:32 | 01:53 | 02:28 | 03:28 | 34:10 | 01:35 | 01:10 |
 | Venomancer | 17 | 17.00% | 69.1 | 52.94% | +1.13% | +22.06% | -2.94% | -25.00% | 02:08 | 00:46 | 01:45 | 02:09 | 02:32 | 03:29 | 00:47 | 00:34 |
 | Crystal Maiden | 11 | 6.29% | 67.9 | 63.64% | +17.30% | +3.03% | -30.31% | -6.67% | 24:32 | 18:08 | 21:16 | 25:13 | 26:16 | 30:00 | 05:00 | 03:42 |
 | Tiny | 76 | 7.82% | 66.7 | 44.74% | -7.05% | -7.90% | -2.63% | 5.27% | 02:16 | -01:30 | -01:29 | 01:34 | 02:18 | 33:22 | 03:47 | 02:48 |
 | Templar Assassin | 55 | 10.76% | 65.4 | 43.64% | -9.43% | +6.36% | -7.93% | -6.86% | 02:40 | -01:29 | 01:39 | 02:26 | 03:44 | 06:05 | 02:05 | 01:32 |
 | Lone Druid | 20 | 24.39% | 64.2 | 45.00% | -3.39% | +15.00% | +15.00% | 0.00% | 25:36 | 01:48 | 23:51 | 26:44 | 31:52 | 40:56 | 08:01 | 05:56 |
 | Ursa | 36 | 16.82% | 63.0 | 41.67% | -7.77% | -30.56% | -8.34% | 13.89% | 03:21 | -01:29 | 01:35 | 02:30 | 03:11 | 29:24 | 01:36 | 01:11 |
 | Wraith King | 5 | 1.46% | 61.7 | 80.00% | +30.45% | +20.00% | -80.00% | 0.00% | 02:28 | -01:29 | -01:29 | -01:28 | 05:55 | 10:49 | 07:24 | 05:28 |
 | Silencer | 6 | 4.58% | 60.5 | 66.67% | +26.67% | +33.33% | -66.67% | 0.00% | 12:43 | -01:29 | -01:29 | 05:44 | 26:01 | 34:53 | 27:30 | 20:22 |
 | Winter Wyvern | 13 | 4.35% | 59.3 | 53.85% | +6.65% | +46.15% | -53.85% | -17.14% | 14:35 | 03:04 | 07:13 | 09:49 | 13:03 | 45:03 | 05:50 | 04:19 |
 | Ember Spirit | 17 | 2.55% | 58.0 | 52.94% | +5.25% | -2.94% | -27.94% | -13.16% | 03:58 | -01:29 | 02:46 | 03:39 | 04:40 | 13:23 | 01:54 | 01:24 |
 | Nature's Prophet | 2 | 0.96% | 56.8 | 100.00% | +52.66% | 0.00% | 0.00% | 0.00% | 06:54 | 06:47 | 06:47 | 07:01 | 07:01 | 07:01 | 00:14 | 00:10 |
 | Marci | 9 | 1.63% | 55.6 | 55.56% | +4.18% | -5.56% | +44.44% | 0.00% | 23:08 | 01:29 | 01:47 | 26:32 | 33:29 | 48:00 | 31:42 | 23:28 |
 | Visage | 2 | 0.75% | 54.3 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 16:21 | 01:41 | 01:41 | 31:01 | 31:01 | 31:01 | 29:20 | 21:43 |
 | Skywrath Mage | 2 | 0.75% | 53.1 | 100.00% | +51.71% | 0.00% | 0.00% | 0.00% | 25:28 | 24:23 | 24:23 | 26:32 | 26:32 | 26:32 | 02:09 | 01:35 |
 | Meepo | 2 | 33.33% | 51.9 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 02:34 | 01:39 | 01:39 | 03:28 | 03:28 | 03:28 | 01:49 | 01:20 |
 | Hoodwink | 20 | 4.41% | 50.6 | 40.00% | -6.31% | 0.00% | 0.00% | 0.00% | 07:08 | -01:29 | 01:10 | 03:43 | 08:30 | 29:24 | 07:20 | 05:25 |
 | Enchantress | 7 | 1.57% | 49.4 | 57.14% | +6.00% | -57.14% | -7.14% | 0.00% | 24:14 | 13:40 | 13:49 | 28:21 | 28:45 | 36:28 | 14:56 | 11:03 |
 | Riki | 6 | 37.50% | 48.1 | 33.33% | -26.67% | -33.33% | -33.33% | 0.00% | 09:36 | 01:28 | 01:55 | 02:26 | 19:31 | 25:06 | 17:36 | 13:02 |
 | Doom | 9 | 2.83% | 46.9 | 44.44% | -4.75% | +5.56% | +5.56% | 0.00% | 00:00 | -01:29 | -01:29 | -01:25 | 01:28 | 03:19 | 02:57 | 02:11 |
 | Witch Doctor | 1 | 1.47% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Sven | 4 | 3.92% | 44.4 | 50.00% | -6.12% | -50.00% | -50.00% | 0.00% | 00:01 | -01:29 | -01:29 | -01:29 | 01:22 | 01:41 | 02:51 | 02:06 |
 | Phantom Assassin | 19 | 7.85% | 43.2 | 26.32% | -19.42% | -6.32% | -6.32% | 0.00% | 03:11 | -01:29 | 01:51 | 02:26 | 03:12 | 19:08 | 01:21 | 01:00 |
 | Centaur Warrunner | 1 | 0.81% | 42.0 | 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 |
 | Brewmaster | 1 | 0.49% | 40.7 | 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 |
 | Pugna | 1 | 0.44% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Nyx Assassin | 4 | 1.25% | 38.3 | 50.00% | -4.29% | -50.00% | +50.00% | 0.00% | 23:17 | 13:52 | 13:52 | 25:18 | 26:35 | 27:23 | 12:43 | 09:25 |
 | Treant Protector | 1 | 0.36% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Enigma | 1 | 0.30% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Slardar | 6 | 5.88% | 34.6 | 33.33% | -13.55% | +16.67% | -33.33% | -7.89% | 04:49 | 01:49 | 01:53 | 02:04 | 08:13 | 12:19 | 06:20 | 04:41 |
 | Beastmaster | 1 | 0.22% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.15% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Bane | 1 | 0.13% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 20:42 | 00:00 | 00:00 |
 | Lifestealer | 2 | 1.09% | 29.6 | 50.00% | -5.25% | +50.00% | 0.00% | 0.00% | 02:21 | 02:14 | 02:14 | 02:28 | 02:28 | 02:28 | 00:14 | 00:10 |
 | Shadow Shaman | 2 | 0.76% | 28.4 | 50.00% | +1.15% | +50.00% | 0.00% | 0.00% | 25:33 | 18:32 | 18:32 | 32:34 | 32:34 | 32:34 | 14:02 | 10:23 |
 | Tusk | 2 | 0.50% | 27.2 | 50.00% | -0.63% | +50.00% | 0.00% | 0.00% | 26:31 | 26:06 | 26:06 | 26:55 | 26:55 | 26:55 | 00:49 | 00:36 |
 | Pudge | 3 | 1.96% | 25.9 | 33.33% | -24.00% | -33.33% | 0.00% | 0.00% | 01:59 | -01:29 | -01:29 | 01:31 | 05:56 | 05:56 | 07:25 | 05:29 |
 | Spirit Breaker | 3 | 1.12% | 24.7 | 33.33% | -10.82% | +66.67% | 0.00% | 0.00% | 09:21 | -00:56 | -00:56 | 02:17 | 26:41 | 26:41 | 27:37 | 20:27 |
 | Ogre Magi | 3 | 0.95% | 23.5 | 33.33% | -13.80% | -33.33% | 0.00% | 0.00% | 30:58 | 29:08 | 29:08 | 31:22 | 32:24 | 32:24 | 03:16 | 02:25 |
 | Chaos Knight | 3 | 0.87% | 22.2 | 33.33% | -15.50% | -33.33% | 0.00% | 0.00% | 00:17 | -01:29 | -01:29 | 00:49 | 01:31 | 01:31 | 03:00 | 02:13 |
 | Rubick | 1 | 0.26% | 21.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.55% | 19.8 | 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 |
 | Chen | 1 | 0.53% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 7.14% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Primal Beast | 1 | 0.67% | 16.0 | 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 |
 | Sand King | 1 | 0.25% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 00:00 | 00:00 |
 | Mars | 1 | 0.11% | 13.6 | 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 |
 | Arc Warden | 3 | 17.65% | 12.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 02:56 | 01:34 | 01:34 | 03:04 | 04:09 | 04:09 | 02:35 | 01:54 |
 | Clockwerk | 2 | 0.43% | 11.1 | 0.00% | -49.67% | 0.00% | 0.00% | 0.00% | 12:46 | -01:29 | -01:29 | 27:00 | 27:00 | 27:00 | 28:29 | 21:05 |
 | Leshrac | 1 | 0.30% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Undying | 1 | 0.29% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.44% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Legion Commander | 2 | 1.40% | 6.2 | 0.00% | -44.68% | 0.00% | 0.00% | 0.00% | 02:43 | 01:56 | 01:56 | 03:30 | 03:30 | 03:30 | 01:34 | 01:09 |
 | Invoker | 2 | 0.61% | 4.9 | 0.00% | -44.75% | 0.00% | 0.00% | 0.00% | 02:12 | 01:37 | 01:37 | 02:47 | 02:47 | 02:47 | 01:10 | 00:51 |
 | Magnus | 1 | 1.11% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 1.23% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Clinkz | 5 | 11.90% | 1.2 | 0.00% | -56.76% | 0.00% | 0.00% | 0.00% | 05:40 | 01:49 | 01:49 | 02:16 | 07:32 | 14:28 | 05:43 | 04:14 |