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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 | |
 | Aghanim's Shard | 500 | 36.76% | 81.5 | 52.80% | +18.92% | +1.60% | 0.00% | -0.14% | 24:14 | 15:00 | 17:58 | 22:35 | 29:02 | 1:03:27 | 08:11 |
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 | |
 | Spirit Breaker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Ogre Magi | 6 | 66.67% | 98.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:43 | 24:21 | 25:00 | 25:15 | 33:09 | 36:16 | 08:09 | 06:02 |
 | Treant Protector | 6 | 75.00% | 97.5 | 83.33% | +33.33% | -33.33% | +16.67% | 4.98% | 26:27 | 17:30 | 21:22 | 21:49 | 31:25 | 42:39 | 10:03 | 07:26 |
 | Visage | 11 | 68.75% | 96.3 | 81.82% | +41.82% | +18.18% | +18.18% | 0.00% | 23:24 | 19:14 | 20:34 | 22:12 | 23:03 | 36:22 | 02:29 | 01:50 |
 | Warlock | 7 | 100.00% | 95.1 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 17:57 | 16:21 | 16:43 | 17:10 | 18:51 | 20:08 | 02:08 | 01:34 |
 | Chen | 1 | 50.00% | 93.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Pudge | 2 | 33.33% | 92.6 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 26:35 | 21:39 | 21:39 | 31:30 | 31:30 | 31:30 | 09:51 | 07:17 |
 | Timbersaw | 3 | 17.65% | 91.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 21:57 | 19:34 | 19:34 | 20:26 | 25:51 | 25:51 | 06:17 | 04:39 |
 | Batrider | 2 | 25.00% | 90.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:44 | 23:32 | 23:32 | 27:56 | 27:56 | 27:56 | 04:24 | 03:15 |
 | Techies | 5 | 100.00% | 88.9 | 60.00% | +60.00% | +40.00% | -60.00% | 0.00% | 16:03 | 15:00 | 15:00 | 15:38 | 16:43 | 17:51 | 01:43 | 01:16 |
 | Juggernaut | 20 | 86.96% | 87.7 | 60.00% | -6.67% | 0.00% | -20.00% | -3.72% | 21:29 | 15:11 | 18:14 | 21:25 | 23:37 | 28:30 | 05:23 | 03:59 |
 | Nature's Prophet | 14 | 100.00% | 86.4 | 57.14% | +57.14% | +42.86% | +42.86% | 0.00% | 15:46 | 15:00 | 15:01 | 15:07 | 15:50 | 18:43 | 00:49 | 00:36 |
 | Phoenix | 8 | 72.73% | 85.2 | 62.50% | -4.17% | -12.50% | -62.50% | -6.19% | 19:41 | 15:01 | 15:52 | 16:15 | 23:57 | 26:35 | 08:05 | 05:59 |
 | Beastmaster | 34 | 75.56% | 84.0 | 58.82% | -4.82% | -3.26% | +41.18% | 5.97% | 26:00 | 16:35 | 22:05 | 25:23 | 29:32 | 38:46 | 07:27 | 05:31 |
 | Faceless Void | 8 | 66.67% | 82.7 | 62.50% | +37.50% | -12.50% | -12.50% | 0.00% | 24:19 | 15:20 | 17:18 | 22:58 | 28:48 | 34:01 | 11:30 | 08:31 |
 | Snapfire | 33 | 86.84% | 81.5 | 54.55% | -5.45% | +7.95% | -17.05% | -2.49% | 22:18 | 15:01 | 16:16 | 18:25 | 26:18 | 43:57 | 10:02 | 07:25 |
 | Viper | 5 | 20.83% | 80.2 | 80.00% | +48.42% | +20.00% | +20.00% | 0.00% | 24:36 | 19:02 | 19:02 | 23:01 | 27:55 | 30:47 | 08:53 | 06:34 |
 | Hoodwink | 5 | 20.00% | 79.0 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 30:47 | 19:22 | 19:22 | 29:45 | 30:38 | 52:40 | 11:16 | 08:20 |
 | Grimstroke | 6 | 100.00% | 77.8 | 50.00% | +50.00% | 0.00% | +50.00% | 12.77% | 17:30 | 15:01 | 15:05 | 17:48 | 19:00 | 19:38 | 03:55 | 02:54 |
 | Slark | 4 | 100.00% | 76.5 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 28:53 | 18:59 | 18:59 | 23:53 | 31:34 | 41:06 | 12:35 | 09:19 |
 | Zeus | 40 | 97.56% | 75.3 | 50.00% | +50.00% | -20.00% | +10.00% | 8.14% | 17:55 | 15:01 | 15:15 | 16:38 | 18:56 | 30:35 | 03:41 | 02:43 |
 | Templar Assassin | 9 | 64.29% | 74.1 | 55.56% | -24.44% | -5.56% | -55.56% | -4.05% | 23:50 | 15:04 | 15:41 | 22:26 | 28:01 | 39:02 | 12:20 | 09:08 |
 | Winter Wyvern | 9 | 24.32% | 72.8 | 66.67% | +20.24% | -16.67% | +33.33% | 10.07% | 28:53 | 23:08 | 25:21 | 29:04 | 30:19 | 37:50 | 04:58 | 03:40 |
 | Rubick | 16 | 80.00% | 71.6 | 50.00% | +25.00% | +25.00% | 0.00% | -2.49% | 24:51 | 16:09 | 19:49 | 24:29 | 29:51 | 35:04 | 10:02 | 07:25 |
 | Doom | 8 | 34.78% | 70.4 | 62.50% | +42.50% | -62.50% | +37.50% | 15.00% | 28:58 | 21:02 | 24:17 | 30:43 | 30:57 | 33:51 | 06:40 | 04:56 |
 | Pangolier | 8 | 72.73% | 69.1 | 50.00% | -16.67% | +50.00% | -50.00% | -26.55% | 20:48 | 16:03 | 17:05 | 17:58 | 20:51 | 30:34 | 03:46 | 02:47 |
 | Axe | 1 | 25.00% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Sven | 1 | 25.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Dawnbreaker | 30 | 68.18% | 65.4 | 46.67% | -10.47% | +15.83% | -32.38% | -8.82% | 20:39 | 15:06 | 17:08 | 18:53 | 22:36 | 32:59 | 05:28 | 04:02 |
 | Enigma | 11 | 40.74% | 64.2 | 54.55% | +4.55% | -54.55% | +45.45% | 14.12% | 32:32 | 27:46 | 28:00 | 30:01 | 35:05 | 45:00 | 07:05 | 05:14 |
 | Terrorblade | 2 | 9.52% | 63.0 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 44:06 | 40:11 | 40:11 | 48:00 | 48:00 | 48:00 | 07:49 | 05:47 |
 | Necrophos | 7 | 87.50% | 61.7 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 19:36 | 15:36 | 16:09 | 20:18 | 20:45 | 26:10 | 04:36 | 03:24 |
 | Tidehunter | 1 | 20.00% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Sand King | 6 | 50.00% | 59.3 | 50.00% | 0.00% | -50.00% | +50.00% | 36.36% | 20:08 | 15:00 | 18:48 | 20:38 | 21:33 | 23:19 | 02:45 | 02:02 |
 | Void Spirit | 16 | 55.17% | 58.0 | 43.75% | -2.40% | +6.25% | +6.25% | 0.00% | 27:35 | 15:09 | 23:02 | 27:19 | 31:04 | 38:37 | 08:02 | 05:57 |
 | Underlord | 7 | 70.00% | 56.8 | 42.86% | -23.81% | -42.86% | -42.86% | 0.00% | 24:08 | 21:14 | 21:16 | 25:00 | 25:41 | 27:19 | 04:25 | 03:16 |
 | Tiny | 11 | 19.64% | 55.6 | 54.55% | -1.01% | +12.12% | -54.55% | -7.26% | 22:41 | 15:00 | 15:01 | 19:07 | 24:12 | 40:59 | 09:11 | 06:48 |
 | Queen of Pain | 2 | 66.67% | 54.3 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 21:15 | 21:14 | 21:14 | 21:15 | 21:15 | 21:15 | 00:01 | 00:00 |
 | Brewmaster | 2 | 66.67% | 53.1 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 27:29 | 24:38 | 24:38 | 30:19 | 30:19 | 30:19 | 05:41 | 04:12 |
 | Phantom Assassin | 2 | 66.67% | 51.9 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 32:36 | 24:15 | 24:15 | 40:57 | 40:57 | 40:57 | 16:42 | 12:22 |
 | Dark Willow | 2 | 66.67% | 50.6 | 50.00% | +50.00% | -50.00% | 0.00% | 10.24% | 24:35 | 22:08 | 22:08 | 27:01 | 27:01 | 27:01 | 04:53 | 03:37 |
 | Dragon Knight | 13 | 76.47% | 49.4 | 38.46% | +13.46% | -5.13% | -5.13% | 0.00% | 17:59 | 15:01 | 15:46 | 17:44 | 18:10 | 26:39 | 02:24 | 01:46 |
 | Storm Spirit | 1 | 16.67% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Lone Druid | 3 | 100.00% | 46.9 | 33.33% | +33.33% | +66.67% | 0.00% | -8.42% | 20:27 | 17:45 | 17:45 | 17:57 | 25:40 | 25:40 | 07:55 | 05:51 |
 | Ember Spirit | 9 | 47.37% | 45.7 | 44.44% | +4.44% | +5.56% | +5.56% | 0.00% | 30:41 | 25:12 | 27:36 | 30:35 | 33:07 | 35:20 | 05:31 | 04:05 |
 | Night Stalker | 6 | 85.71% | 44.4 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 15:26 | 15:00 | 15:00 | 15:02 | 15:12 | 17:19 | 00:12 | 00:08 |
 | Phantom Lancer | 2 | 50.00% | 43.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 29:51 | 24:37 | 24:37 | 35:05 | 35:05 | 35:05 | 10:28 | 07:45 |
 | Dazzle | 10 | 90.91% | 42.0 | 30.00% | +30.00% | +3.33% | +20.00% | 1.40% | 24:53 | 16:17 | 19:30 | 23:45 | 31:26 | 34:58 | 11:56 | 08:50 |
 | Invoker | 5 | 50.00% | 40.7 | 40.00% | 0.00% | +60.00% | -40.00% | 0.00% | 34:33 | 23:18 | 23:18 | 35:48 | 41:33 | 45:07 | 18:15 | 13:31 |
 | Chaos Knight | 8 | 47.06% | 39.5 | 37.50% | -6.94% | +12.50% | +12.50% | 0.00% | 30:56 | 25:48 | 26:26 | 28:41 | 30:58 | 45:56 | 04:32 | 03:21 |
 | Lifestealer | 1 | 9.09% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Centaur Warrunner | 4 | 26.67% | 37.0 | 50.00% | +4.55% | -50.00% | +50.00% | 0.00% | 34:13 | 29:22 | 29:22 | 33:53 | 34:12 | 39:24 | 04:50 | 03:34 |
 | Enchantress | 3 | 10.00% | 35.8 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 29:57 | 27:08 | 27:08 | 29:18 | 33:24 | 33:24 | 06:16 | 04:38 |
 | Ancient Apparition | 3 | 75.00% | 34.6 | 33.33% | -66.67% | -33.33% | 0.00% | 13.89% | 18:33 | 17:21 | 17:21 | 18:34 | 19:45 | 19:45 | 02:24 | 01:46 |
 | Bristleback | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Alchemist | 9 | 42.86% | 32.1 | 33.33% | -8.34% | +16.67% | -33.33% | -3.80% | 32:04 | 19:11 | 22:03 | 28:06 | 35:12 | 1:03:27 | 13:09 | 09:44 |
 | Mars | 1 | 5.88% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Io | 1 | 4.00% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 00:00 | 00:00 |
 | Monkey King | 1 | 4.00% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 3.70% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Medusa | 2 | 18.18% | 25.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 45:50 | 41:50 | 41:50 | 49:50 | 49:50 | 49:50 | 08:00 | 05:55 |
 | Shadow Shaman | 2 | 18.18% | 24.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 34:02 | 32:54 | 32:54 | 35:09 | 35:09 | 35:09 | 02:15 | 01:40 |
 | Slardar | 3 | 33.33% | 23.5 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 33:12 | 23:43 | 23:43 | 30:25 | 45:28 | 45:28 | 21:45 | 16:06 |
 | Ursa | 3 | 27.27% | 22.2 | 33.33% | -29.17% | +66.67% | 0.00% | 0.00% | 32:01 | 24:40 | 24:40 | 33:54 | 37:29 | 37:29 | 12:49 | 09:29 |
 | Bloodseeker | 3 | 23.08% | 21.0 | 33.33% | +13.33% | +66.67% | 0.00% | 0.00% | 22:17 | 19:07 | 19:07 | 20:02 | 27:42 | 27:42 | 08:35 | 06:21 |
 | Clockwerk | 2 | 6.67% | 19.8 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 30:34 | 26:35 | 26:35 | 34:32 | 34:32 | 34:32 | 07:57 | 05:53 |
 | Jakiro | 3 | 18.75% | 18.5 | 33.33% | +10.25% | -33.33% | 0.00% | 0.00% | 27:17 | 15:30 | 15:30 | 31:52 | 34:29 | 34:29 | 18:59 | 14:03 |
 | Windranger | 6 | 60.00% | 17.3 | 16.67% | -33.33% | +33.33% | -16.67% | -4.82% | 21:31 | 15:44 | 16:33 | 17:05 | 26:56 | 28:31 | 10:23 | 07:41 |
 | Weaver | 3 | 17.65% | 16.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 36:55 | 30:18 | 30:18 | 36:41 | 43:45 | 43:45 | 13:27 | 09:57 |
 | Keeper of the Light | 3 | 15.00% | 14.8 | 33.33% | -19.61% | -33.33% | 0.00% | 0.00% | 25:52 | 19:47 | 19:47 | 28:41 | 29:08 | 29:08 | 09:21 | 06:55 |
 | Lycan | 5 | 31.25% | 13.6 | 20.00% | -61.82% | -20.00% | -20.00% | 0.00% | 30:19 | 21:06 | 21:06 | 33:11 | 34:48 | 37:06 | 13:42 | 10:08 |
 | Puck | 1 | 1.79% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Kunkka | 1 | 9.09% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Luna | 1 | 50.00% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Sniper | 1 | 20.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Dark Seer | 2 | 100.00% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 31:14 | 31:14 | 33:39 | 33:39 | 33:39 | 02:25 | 01:47 |
 | Venomancer | 1 | 33.33% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Lich | 1 | 100.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Leshrac | 1 | 16.67% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 25.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Clinkz | 1 | 100.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |