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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 | |
 | Chainmail | 1069 | 25.45% | 70.8 | 52.39% | +11.82% | +1.92% | +1.17% | -0.15% | 09:42 | -01:26 | 06:11 | 08:21 | 11:04 | 52:45 | 03:37 |
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% | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 00:00 | 00:00 |
 | Storm Spirit | 4 | 30.77% | 98.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 15:24 | 13:40 | 13:40 | 14:13 | 14:28 | 19:15 | 00:48 | 00:35 |
 | Legion Commander | 6 | 75.00% | 97.1 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 10:29 | 05:58 | 06:57 | 08:23 | 11:38 | 21:28 | 04:41 | 03:28 |
 | Lone Druid | 12 | 100.00% | 95.6 | 66.67% | +66.67% | 0.00% | -33.34% | -27.03% | 05:13 | 03:12 | 04:32 | 05:10 | 05:46 | 06:44 | 01:14 | 00:54 |
 | Lifestealer | 32 | 100.00% | 94.1 | 65.63% | +65.63% | +9.37% | -3.13% | -4.44% | 05:59 | 02:09 | 03:27 | 04:56 | 06:16 | 15:35 | 02:49 | 02:05 |
 | Bloodseeker | 43 | 93.48% | 92.6 | 62.79% | +29.46% | +9.94% | -17.34% | -18.81% | 05:16 | 02:59 | 04:14 | 04:54 | 05:41 | 11:55 | 01:27 | 01:04 |
 | Chen | 13 | 92.86% | 91.2 | 61.54% | +61.54% | +5.13% | +5.13% | 0.00% | 09:29 | 05:01 | 07:53 | 09:18 | 11:07 | 13:04 | 03:14 | 02:23 |
 | Mars | 61 | 85.92% | 89.7 | 59.02% | +19.02% | -5.69% | -19.02% | -5.48% | 08:41 | 04:46 | 06:57 | 08:07 | 09:23 | 20:26 | 02:26 | 01:48 |
 | Puck | 157 | 97.52% | 88.2 | 57.32% | +32.32% | -6.04% | -3.47% | 0.94% | 10:37 | 03:14 | 09:16 | 10:31 | 12:00 | 25:14 | 02:44 | 02:01 |
 | Ursa | 21 | 91.30% | 86.8 | 57.14% | +7.14% | +2.86% | -17.14% | -6.45% | 07:42 | 00:57 | 05:39 | 06:38 | 08:45 | 15:11 | 03:06 | 02:17 |
 | Ember Spirit | 69 | 89.61% | 85.3 | 53.62% | +3.62% | +5.20% | -6.56% | -4.80% | 08:06 | 01:59 | 06:55 | 07:58 | 09:22 | 15:38 | 02:27 | 01:48 |
 | Clockwerk | 7 | 6.93% | 83.8 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 17:31 | 06:09 | 07:04 | 17:26 | 17:48 | 30:35 | 10:44 | 07:57 |
 | Kunkka | 43 | 97.73% | 82.4 | 51.16% | -48.84% | -5.71% | +21.57% | 17.05% | 06:35 | 03:35 | 05:35 | 06:44 | 07:11 | 10:22 | 01:36 | 01:11 |
 | Alchemist | 31 | 64.58% | 80.9 | 54.84% | +19.55% | -4.84% | -4.84% | 0.00% | 07:51 | 01:07 | 04:46 | 06:15 | 07:47 | 25:12 | 03:01 | 02:14 |
 | Death Prophet | 20 | 40.00% | 79.4 | 60.00% | +10.00% | -20.00% | 0.00% | 7.23% | 08:32 | 03:50 | 05:31 | 06:55 | 08:17 | 26:00 | 02:46 | 02:02 |
 | Nature's Prophet | 8 | 15.38% | 77.9 | 75.00% | +25.00% | -25.00% | +25.00% | 28.30% | 10:46 | 08:59 | 09:22 | 10:25 | 11:08 | 13:54 | 01:46 | 01:18 |
 | Juggernaut | 58 | 96.67% | 76.5 | 50.00% | 0.00% | +3.33% | -21.43% | -13.38% | 05:08 | 02:46 | 03:51 | 04:52 | 05:42 | 15:00 | 01:51 | 01:22 |
 | Io | 29 | 82.86% | 75.0 | 51.72% | +1.72% | -23.15% | +5.42% | 6.54% | 11:45 | 07:35 | 09:24 | 11:26 | 13:46 | 16:48 | 04:22 | 03:14 |
 | Void Spirit | 58 | 75.32% | 73.5 | 51.72% | +25.40% | +21.61% | -16.01% | -10.90% | 10:07 | 05:39 | 08:03 | 09:33 | 11:30 | 29:05 | 03:27 | 02:33 |
 | Centaur Warrunner | 7 | 63.64% | 72.1 | 57.14% | +32.14% | -57.14% | -7.14% | 7.09% | 17:01 | 06:05 | 06:29 | 08:37 | 13:32 | 41:02 | 07:03 | 05:13 |
 | Sven | 7 | 46.67% | 70.6 | 57.14% | +7.14% | +42.86% | -57.14% | -34.68% | 05:36 | -01:26 | 01:56 | 04:01 | 04:49 | 21:23 | 02:53 | 02:08 |
 | Elder Titan | 1 | 25.00% | 69.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Bristleback | 15 | 39.47% | 67.6 | 53.33% | -11.89% | -3.33% | -28.33% | -15.79% | 12:18 | 06:42 | 09:40 | 10:29 | 11:15 | 26:02 | 01:35 | 01:10 |
 | Enigma | 3 | 3.95% | 66.2 | 100.00% | +43.84% | 0.00% | 0.00% | 0.00% | 17:54 | 15:41 | 15:41 | 18:23 | 19:37 | 19:37 | 03:56 | 02:54 |
 | Pudge | 28 | 87.50% | 64.7 | 42.86% | +42.86% | 0.00% | -28.57% | -8.40% | 07:27 | 04:06 | 05:12 | 06:45 | 08:36 | 22:06 | 03:24 | 02:31 |
 | Doom | 20 | 33.33% | 63.2 | 50.00% | -2.50% | +10.00% | -10.00% | -6.86% | 06:10 | 03:28 | 04:11 | 05:47 | 07:06 | 11:29 | 02:55 | 02:09 |
 | Dawnbreaker | 102 | 68.92% | 61.8 | 39.22% | -17.30% | -0.76% | +4.78% | 2.66% | 08:18 | 02:25 | 06:42 | 07:24 | 08:47 | 26:35 | 02:05 | 01:32 |
 | Monkey King | 10 | 11.90% | 60.3 | 60.00% | +12.70% | -26.67% | -10.00% | 1.40% | 14:41 | 05:30 | 07:58 | 10:56 | 19:52 | 35:30 | 11:54 | 08:48 |
 | Treant Protector | 6 | 12.00% | 58.8 | 66.67% | +14.40% | -16.67% | +33.33% | 6.49% | 22:21 | 13:31 | 18:18 | 20:13 | 26:00 | 32:37 | 07:42 | 05:42 |
 | Invoker | 5 | 26.32% | 57.4 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 15:19 | 10:30 | 10:30 | 14:42 | 14:43 | 23:20 | 04:13 | 03:07 |
 | Bounty Hunter | 2 | 66.67% | 55.9 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 07:38 | 07:26 | 07:26 | 07:49 | 07:49 | 07:49 | 00:23 | 00:17 |
 | Winter Wyvern | 10 | 10.31% | 54.4 | 60.00% | +5.98% | -26.67% | -10.00% | 3.95% | 13:30 | 08:26 | 10:16 | 11:37 | 14:29 | 27:33 | 04:13 | 03:07 |
 | Snapfire | 10 | 9.62% | 52.9 | 60.00% | +6.81% | +6.67% | -10.00% | -5.50% | 12:25 | 09:16 | 10:38 | 11:38 | 13:40 | 16:18 | 03:02 | 02:14 |
 | Witch Doctor | 1 | 16.67% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Marci | 26 | 18.98% | 50.0 | 46.15% | -4.30% | +10.99% | +3.85% | -1.13% | 11:47 | 05:15 | 07:18 | 09:49 | 13:37 | 26:42 | 06:19 | 04:40 |
 | Batrider | 5 | 13.16% | 48.5 | 60.00% | +5.45% | +40.00% | -60.00% | 0.00% | 29:42 | 26:47 | 26:47 | 28:52 | 31:54 | 32:56 | 05:07 | 03:47 |
 | Tiny | 20 | 10.26% | 47.1 | 45.00% | -9.86% | +15.00% | +15.00% | 0.00% | 09:03 | 03:58 | 06:16 | 07:01 | 09:09 | 31:50 | 02:53 | 02:08 |
 | Razor | 2 | 2.25% | 45.6 | 100.00% | +52.87% | 0.00% | 0.00% | 0.00% | 05:49 | 04:53 | 04:53 | 06:45 | 06:45 | 06:45 | 01:52 | 01:22 |
 | Enchantress | 14 | 18.67% | 44.1 | 42.86% | -1.40% | -17.86% | +23.81% | 2.77% | 26:12 | 07:31 | 18:37 | 27:07 | 33:39 | 42:36 | 15:02 | 11:08 |
 | Jakiro | 3 | 9.68% | 42.6 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 23:52 | 16:30 | 16:30 | 17:12 | 37:53 | 37:53 | 21:23 | 15:50 |
 | Spectre | 8 | 40.00% | 41.2 | 37.50% | +12.50% | +12.50% | -37.50% | -7.71% | 08:28 | 03:07 | 03:52 | 09:41 | 10:21 | 10:46 | 06:29 | 04:48 |
 | Mirana | 3 | 8.33% | 39.7 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 21:08 | 16:56 | 16:56 | 17:03 | 29:24 | 29:24 | 12:28 | 09:14 |
 | Abaddon | 1 | 6.25% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 00:00 | 00:00 |
 | Night Stalker | 20 | 71.43% | 36.8 | 25.00% | -25.00% | -5.00% | -5.00% | 0.00% | 06:25 | 03:05 | 04:29 | 06:26 | 06:57 | 12:05 | 02:28 | 01:49 |
 | Axe | 3 | 60.00% | 35.3 | 33.33% | -16.67% | -33.33% | 0.00% | 2.21% | 15:48 | 09:02 | 09:02 | 14:16 | 24:07 | 24:07 | 15:05 | 11:10 |
 | Visage | 3 | 4.84% | 33.8 | 66.67% | +5.65% | +33.33% | 0.00% | 0.00% | 16:34 | 11:10 | 11:10 | 18:17 | 20:14 | 20:14 | 09:04 | 06:42 |
 | Ogre Magi | 1 | 4.17% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Necrophos | 1 | 4.00% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |
 | Viper | 4 | 6.78% | 29.4 | 50.00% | +6.36% | -50.00% | +50.00% | 0.00% | 18:49 | 06:22 | 06:22 | 15:29 | 25:23 | 28:00 | 19:01 | 14:05 |
 | Hoodwink | 1 | 2.08% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Undying | 2 | 18.18% | 26.5 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 08:38 | 07:30 | 07:30 | 09:46 | 09:46 | 09:46 | 02:16 | 01:40 |
 | Wraith King | 18 | 90.00% | 25.0 | 16.67% | -33.33% | -16.67% | +8.33% | 6.52% | 09:54 | 03:51 | 07:29 | 10:13 | 11:19 | 17:56 | 03:50 | 02:50 |
 | Keeper of the Light | 1 | 1.72% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Troll Warlord | 4 | 57.14% | 22.1 | 25.00% | -8.33% | +75.00% | -25.00% | -55.05% | 05:37 | 04:17 | 04:17 | 05:45 | 06:06 | 06:20 | 01:49 | 01:20 |
 | Tusk | 6 | 18.75% | 20.6 | 33.33% | -32.05% | -33.33% | +66.67% | 72.29% | 08:03 | 05:13 | 07:35 | 08:35 | 08:58 | 09:05 | 01:23 | 01:01 |
 | Tidehunter | 3 | 33.33% | 19.1 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 12:11 | 10:11 | 10:11 | 12:41 | 13:42 | 13:42 | 03:31 | 02:36 |
 | Windranger | 2 | 7.69% | 17.6 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 18:55 | 16:07 | 16:07 | 21:42 | 21:42 | 21:42 | 05:35 | 04:08 |
 | Underlord | 2 | 6.90% | 16.2 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 14:47 | 08:13 | 08:13 | 21:21 | 21:21 | 21:21 | 13:08 | 09:43 |
 | Beastmaster | 3 | 3.26% | 14.7 | 33.33% | -26.22% | -33.33% | 0.00% | 0.00% | 17:06 | 05:24 | 05:24 | 20:06 | 25:48 | 25:48 | 20:24 | 15:06 |
 | Queen of Pain | 1 | 7.14% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Sniper | 1 | 8.33% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Dazzle | 1 | 3.13% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:27 | 03:27 | 03:27 | 03:27 | 03:27 | 03:27 | 00:00 | 00:00 |
 | Dark Seer | 2 | 25.00% | 8.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 11:02 | 10:46 | 10:46 | 11:17 | 11:17 | 11:17 | 00:31 | 00:22 |
 | Lycan | 1 | 2.94% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Earthshaker | 1 | 25.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Weaver | 2 | 4.55% | 4.4 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 12:28 | 08:08 | 08:08 | 16:48 | 16:48 | 16:48 | 08:40 | 06:25 |
 | Crystal Maiden | 3 | 9.38% | 2.9 | 0.00% | -27.59% | 0.00% | 0.00% | 0.00% | 25:55 | 18:42 | 18:42 | 24:14 | 34:49 | 34:49 | 16:07 | 11:56 |
 | Venomancer | 1 | 6.25% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |