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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 | |
 | Ring of Protection | 950 | 24.17% | 70.7 | 53.37% | +12.39% | -7.15% | +10.34% | 1.01% | 09:40 | -01:29 | -01:29 | 04:25 | 18:47 | 54:39 | 15:00 |
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 | |
 | Bounty Hunter | 4 | 66.67% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:50 | 11:56 | 11:56 | 12:07 | 25:53 | 33:22 | 13:57 | 10:20 |
 | Visage | 6 | 60.00% | 98.8 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 28:11 | 21:21 | 21:51 | 21:56 | 33:38 | 39:27 | 11:47 | 08:43 |
 | Clockwerk | 22 | 48.89% | 97.6 | 77.27% | +42.49% | +22.73% | +22.73% | 0.00% | 08:50 | -01:29 | 04:54 | 09:04 | 13:11 | 22:50 | 08:17 | 06:08 |
 | Nature's Prophet | 10 | 50.00% | 96.4 | 80.00% | +40.00% | -13.33% | -30.00% | -3.40% | 26:12 | 19:28 | 23:38 | 25:12 | 28:32 | 32:30 | 04:54 | 03:37 |
 | Techies | 4 | 80.00% | 95.2 | 75.00% | -25.00% | -75.00% | +25.00% | 50.85% | 04:22 | 02:41 | 02:41 | 03:12 | 04:39 | 06:57 | 01:58 | 01:27 |
 | Chen | 1 | 50.00% | 94.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |
 | Alchemist | 5 | 55.56% | 92.9 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 05:52 | -01:29 | -01:29 | 04:06 | 04:25 | 23:32 | 05:54 | 04:22 |
 | Kunkka | 12 | 52.17% | 91.7 | 75.00% | +11.36% | +25.00% | -8.33% | -1.50% | 19:42 | 02:19 | 07:25 | 21:35 | 29:36 | 37:18 | 22:11 | 16:25 |
 | Bristleback | 12 | 50.00% | 90.5 | 75.00% | +50.00% | -8.33% | -8.33% | 0.00% | 08:38 | -01:29 | 03:01 | 03:56 | 05:33 | 38:05 | 02:32 | 01:52 |
 | Snapfire | 17 | 13.49% | 89.3 | 82.35% | +32.81% | -32.35% | -7.35% | 1.39% | 22:18 | 08:22 | 12:07 | 23:19 | 30:07 | 34:56 | 18:00 | 13:20 |
 | Lycan | 4 | 66.67% | 88.1 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 17:51 | -01:28 | -01:28 | 13:26 | 27:28 | 31:56 | 28:56 | 21:25 |
 | Dark Seer | 25 | 59.52% | 86.9 | 68.00% | +32.71% | +15.33% | -1.33% | -0.89% | 15:26 | 02:11 | 04:07 | 16:13 | 22:50 | 36:40 | 18:43 | 13:51 |
 | Night Stalker | 7 | 58.33% | 85.7 | 71.43% | -8.57% | -21.43% | -21.43% | 0.00% | 11:57 | -01:29 | 00:28 | 06:03 | 06:56 | 42:57 | 06:28 | 04:47 |
 | Sven | 16 | 53.33% | 84.5 | 68.75% | +11.61% | +31.25% | -43.75% | -12.61% | 28:17 | 18:50 | 24:16 | 26:10 | 30:13 | 43:42 | 05:57 | 04:24 |
 | Beastmaster | 17 | 58.62% | 83.3 | 64.71% | +23.04% | +10.29% | -14.71% | -8.67% | 05:09 | -01:29 | 01:16 | 03:28 | 04:09 | 32:26 | 02:53 | 02:08 |
 | Centaur Warrunner | 51 | 42.15% | 82.1 | 62.75% | +12.75% | -1.21% | -1.21% | 0.00% | -00:41 | -01:29 | -01:29 | -01:29 | -01:29 | 36:15 | 00:00 | 00:00 |
 | Omniknight | 9 | 100.00% | 81.0 | 55.56% | +55.56% | -55.56% | +44.44% | 26.79% | 03:33 | -01:29 | -01:29 | 02:49 | 05:13 | 16:39 | 06:42 | 04:57 |
 | Slardar | 15 | 36.59% | 79.8 | 66.67% | +12.82% | -16.67% | +33.33% | 1.39% | 21:36 | -01:29 | -01:29 | 30:13 | 37:31 | 46:42 | 39:00 | 28:53 |
 | Broodmother | 20 | 100.00% | 78.6 | 55.00% | +55.00% | +5.00% | +25.00% | 7.06% | 02:36 | -01:29 | -01:29 | 03:21 | 04:19 | 08:20 | 05:48 | 04:17 |
 | Queen of Pain | 5 | 22.73% | 77.4 | 80.00% | +27.06% | -80.00% | +20.00% | 73.17% | 27:27 | 26:34 | 26:34 | 27:25 | 27:56 | 28:23 | 01:22 | 01:00 |
 | Tiny | 21 | 20.79% | 76.2 | 66.67% | +22.92% | -26.67% | -6.67% | 0.66% | 18:51 | -01:29 | 01:56 | 22:30 | 32:02 | 39:49 | 30:06 | 22:17 |
 | Invoker | 34 | 70.83% | 75.0 | 55.88% | +5.88% | +10.79% | +19.12% | 3.35% | 04:19 | -01:29 | 03:08 | 04:14 | 05:37 | 10:13 | 02:29 | 01:50 |
 | Wraith King | 26 | 50.00% | 73.8 | 57.69% | +38.46% | +13.74% | -41.02% | -9.61% | 21:59 | -01:29 | 23:27 | 26:12 | 29:09 | 32:31 | 05:42 | 04:13 |
 | Tinker | 2 | 100.00% | 72.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 07:30 | 02:43 | 02:43 | 12:17 | 12:17 | 12:17 | 09:34 | 07:05 |
 | Chaos Knight | 8 | 47.06% | 71.4 | 62.50% | +6.94% | +37.50% | -12.50% | -2.24% | 26:56 | 08:31 | 10:45 | 27:34 | 33:05 | 41:59 | 22:20 | 16:32 |
 | Death Prophet | 12 | 24.00% | 70.2 | 66.67% | +19.30% | 0.00% | 0.00% | 0.00% | 02:31 | -01:29 | -01:29 | 02:14 | 04:45 | 09:01 | 06:14 | 04:37 |
 | Ancient Apparition | 12 | 20.00% | 69.0 | 66.67% | +2.09% | 0.00% | 0.00% | 0.00% | 15:56 | -01:28 | 04:28 | 10:53 | 18:26 | 52:18 | 13:58 | 10:20 |
 | Elder Titan | 10 | 16.67% | 67.9 | 70.00% | +10.00% | +30.00% | -20.00% | 0.00% | 04:27 | -01:29 | -01:29 | -01:29 | -01:29 | 30:44 | 00:00 | 00:00 |
 | Timbersaw | 50 | 96.15% | 66.7 | 48.00% | -2.00% | -17.23% | +10.33% | 27.56% | 00:00 | -01:29 | -01:29 | -01:29 | 01:52 | 04:30 | 03:21 | 02:28 |
 | Tidehunter | 38 | 92.68% | 65.5 | 47.37% | +14.04% | -17.37% | +30.41% | 9.85% | 04:01 | -01:29 | -01:28 | 02:08 | 06:19 | 25:53 | 07:47 | 05:45 |
 | Lifestealer | 31 | 52.54% | 64.3 | 51.61% | +8.75% | +10.89% | -14.11% | -4.59% | 23:48 | -01:29 | 22:42 | 25:53 | 28:09 | 45:45 | 05:27 | 04:02 |
 | Necrophos | 6 | 30.00% | 63.1 | 66.67% | +9.53% | -66.67% | +33.33% | 6.09% | 11:09 | -01:29 | -01:28 | 14:59 | 17:53 | 20:38 | 19:21 | 14:20 |
 | Mars | 57 | 54.29% | 61.9 | 49.12% | +17.87% | +8.02% | +15.17% | 1.08% | 06:20 | -01:29 | -01:29 | 03:28 | 08:07 | 47:13 | 09:36 | 07:06 |
 | Mirana | 37 | 64.91% | 60.7 | 48.65% | -1.35% | -4.21% | -15.32% | -1.92% | 07:49 | -01:29 | 03:45 | 06:21 | 09:33 | 25:50 | 05:48 | 04:17 |
 | Pangolier | 9 | 18.75% | 59.5 | 66.67% | +20.52% | +33.33% | +33.33% | 0.00% | 07:31 | -01:29 | -01:29 | 09:06 | 10:54 | 19:17 | 12:23 | 09:10 |
 | Treant Protector | 6 | 26.09% | 58.3 | 66.67% | +13.73% | -16.67% | +33.33% | 0.00% | 22:18 | -01:29 | 07:20 | 23:27 | 35:37 | 43:26 | 28:17 | 20:57 |
 | Dragon Knight | 18 | 50.00% | 57.1 | 50.00% | -5.56% | -10.00% | -25.00% | -0.61% | 11:10 | -01:29 | 02:33 | 03:09 | 27:20 | 32:20 | 24:47 | 18:21 |
 | Earth Spirit | 59 | 81.94% | 56.0 | 40.68% | -20.86% | +5.99% | +5.99% | 0.00% | 03:19 | -01:29 | -01:29 | 02:16 | 06:43 | 16:49 | 08:12 | 06:04 |
 | Magnus | 16 | 69.57% | 54.8 | 43.75% | -13.39% | -18.75% | +31.25% | 2.45% | 12:55 | -01:29 | -01:20 | 17:27 | 21:45 | 28:29 | 23:05 | 17:05 |
 | Puck | 5 | 5.00% | 53.6 | 80.00% | +25.26% | +20.00% | -80.00% | 0.00% | 02:43 | -01:29 | -01:29 | 03:45 | 04:40 | 08:08 | 06:09 | 04:33 |
 | Venomancer | 12 | 75.00% | 52.4 | 41.67% | -8.33% | +25.00% | -8.34% | -13.70% | 05:04 | -01:29 | 03:48 | 05:20 | 06:14 | 09:22 | 02:26 | 01:48 |
 | Bloodseeker | 4 | 10.53% | 51.2 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 07:34 | -01:29 | -01:29 | -01:29 | 02:44 | 30:28 | 04:13 | 03:07 |
 | Leshrac | 6 | 10.91% | 50.0 | 66.67% | +19.73% | -16.67% | +33.33% | 0.00% | 15:15 | 03:57 | 10:44 | 12:31 | 18:17 | 28:22 | 07:33 | 05:35 |
 | Axe | 19 | 52.78% | 48.8 | 42.11% | +12.70% | -2.11% | -2.11% | 0.00% | 04:49 | -01:29 | -01:29 | -01:29 | -01:25 | 39:59 | 00:04 | 00:02 |
 | Io | 3 | 25.00% | 47.6 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 20:43 | 07:23 | 07:23 | 24:25 | 30:20 | 30:20 | 22:57 | 17:00 |
 | Jakiro | 1 | 16.67% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Doom | 11 | 33.33% | 45.2 | 45.45% | -9.10% | -12.12% | -12.12% | 0.00% | 03:11 | -01:29 | -01:29 | -01:29 | -01:25 | 39:40 | 00:04 | 00:02 |
 | Viper | 8 | 26.67% | 44.0 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 08:17 | -01:29 | -01:29 | 01:15 | 04:22 | 31:16 | 05:51 | 04:20 |
 | Tusk | 4 | 4.94% | 42.9 | 75.00% | +16.56% | -75.00% | +25.00% | 0.00% | 14:46 | -01:29 | -01:29 | 12:56 | 19:43 | 27:52 | 21:12 | 15:42 |
 | Brewmaster | 6 | 85.71% | 41.7 | 33.33% | +33.33% | +16.67% | -33.33% | -9.68% | 04:38 | -01:29 | -01:29 | -01:29 | 06:39 | 27:03 | 08:08 | 06:01 |
 | Lich | 1 | 12.50% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |
 | Legion Commander | 19 | 50.00% | 39.3 | 31.58% | -10.53% | +8.42% | +8.42% | 0.00% | 01:33 | -01:29 | -01:29 | 00:09 | 02:26 | 19:13 | 03:55 | 02:54 |
 | Lone Druid | 2 | 40.00% | 38.1 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 26:53 | 23:24 | 23:24 | 30:21 | 30:21 | 30:21 | 06:57 | 05:08 |
 | Underlord | 13 | 92.86% | 36.9 | 23.08% | -76.92% | +10.25% | -23.08% | -4.57% | 05:03 | -01:29 | -01:29 | -01:29 | 08:47 | 26:39 | 10:16 | 07:36 |
 | Rubick | 3 | 5.77% | 35.7 | 66.67% | +25.85% | +33.33% | 0.00% | 0.00% | 12:18 | 06:44 | 06:44 | 09:38 | 20:32 | 20:32 | 13:48 | 10:13 |
 | Spirit Breaker | 8 | 80.00% | 34.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 10:50 | -01:29 | -01:28 | 03:36 | 11:34 | 49:42 | 13:02 | 09:39 |
 | Dark Willow | 7 | 16.28% | 33.3 | 42.86% | -9.92% | +7.14% | -42.86% | -20.55% | 06:05 | -01:29 | 04:02 | 05:16 | 06:28 | 12:08 | 02:26 | 01:48 |
 | Phoenix | 20 | 32.26% | 32.1 | 30.00% | -17.62% | -10.00% | +30.00% | 4.03% | 05:36 | -01:29 | -01:29 | 03:15 | 11:24 | 16:03 | 12:53 | 09:32 |
 | Ogre Magi | 4 | 15.38% | 31.0 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:28 | 02:09 | 00:01 | 00:00 |
 | Disruptor | 1 | 4.55% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Ember Spirit | 3 | 4.29% | 28.6 | 66.67% | +12.94% | +33.33% | 0.00% | 0.00% | 20:12 | 09:25 | 09:25 | 15:08 | 36:03 | 36:03 | 26:38 | 19:43 |
 | Enigma | 2 | 28.57% | 27.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 08:13 | -01:16 | -01:16 | 17:41 | 17:41 | 17:41 | 18:57 | 14:02 |
 | Abaddon | 16 | 23.19% | 26.2 | 31.25% | -19.69% | +18.75% | -6.25% | -1.46% | 20:02 | -01:29 | 11:43 | 23:18 | 28:48 | 34:48 | 17:05 | 12:39 |
 | Morphling | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Ursa | 1 | 2.22% | 23.8 | 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 |
 | Lina | 1 | 1.75% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Juggernaut | 1 | 1.39% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Windranger | 2 | 10.53% | 20.2 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 08:29 | 07:33 | 07:33 | 09:25 | 09:25 | 09:25 | 01:52 | 01:22 |
 | Hoodwink | 4 | 36.36% | 19.0 | 25.00% | +10.71% | -25.00% | -25.00% | 0.00% | 02:39 | -01:29 | -01:29 | 00:15 | 05:30 | 06:20 | 06:59 | 05:10 |
 | Grimstroke | 5 | 3.55% | 17.9 | 40.00% | -15.15% | +60.00% | -40.00% | 0.00% | 17:44 | -01:29 | -01:29 | 22:03 | 23:24 | 46:13 | 24:53 | 18:25 |
 | Oracle | 2 | 3.77% | 16.7 | 50.00% | -12.75% | +50.00% | 0.00% | 0.00% | 10:01 | 04:22 | 04:22 | 15:39 | 15:39 | 15:39 | 11:17 | 08:21 |
 | Razor | 4 | 15.38% | 15.5 | 25.00% | -29.55% | +75.00% | -25.00% | 0.00% | 29:10 | 24:17 | 24:17 | 27:55 | 30:36 | 33:51 | 06:19 | 04:40 |
 | Spectre | 5 | 21.74% | 14.3 | 20.00% | -13.33% | -20.00% | -20.00% | 0.00% | 00:47 | -01:29 | -01:29 | 01:01 | 01:28 | 04:22 | 02:57 | 02:11 |
 | Sand King | 12 | 35.29% | 13.1 | 8.33% | -50.76% | -8.33% | -8.33% | 0.00% | 01:30 | -01:29 | -01:29 | -01:29 | 00:55 | 23:22 | 02:24 | 01:46 |
 | Void Spirit | 6 | 7.23% | 11.9 | 16.67% | -24.89% | +33.33% | -16.67% | 0.00% | 04:57 | 00:24 | 01:53 | 03:13 | 08:20 | 09:42 | 06:27 | 04:46 |
 | Anti-Mage | 1 | 5.56% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 5.88% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Enchantress | 3 | 6.52% | 8.3 | 0.00% | -55.81% | 0.00% | 0.00% | 0.00% | 23:18 | 12:58 | 12:58 | 16:34 | 40:23 | 40:23 | 27:25 | 20:18 |
 | Monkey King | 1 | 5.88% | 7.1 | 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 |
 | Lion | 2 | 1.57% | 6.0 | 0.00% | -41.60% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dazzle | 1 | 33.33% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Warlock | 1 | 3.45% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 6.45% | 2.4 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% | 33:55 | 13:10 | 13:10 | 54:39 | 54:39 | 54:39 | 41:29 | 30:43 |
 | Nyx Assassin | 2 | 4.00% | 1.2 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 06:50 | 01:34 | 01:34 | 12:05 | 12:05 | 12:05 | 10:31 | 07:47 |