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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 | 1544 | 30.51% | 57.6 | 50.91% | +12.66% | -5.06% | +2.98% | 1.00% | 07:21 | -01:30 | -01:24 | 04:48 | 09:25 | 57:57 | 08:00 |
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 | |
 | Techies | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 98.8 | 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 |
 | Slardar | 7 | 43.75% | 97.6 | 85.71% | +52.38% | +14.29% | +14.29% | 0.00% | 22:54 | -01:29 | 07:26 | 31:08 | 33:27 | 42:45 | 26:01 | 19:16 |
 | Magnus | 7 | 36.84% | 96.5 | 85.71% | +44.04% | +14.29% | +14.29% | 0.00% | 16:14 | -01:29 | -01:29 | 23:15 | 23:32 | 32:35 | 25:01 | 18:31 |
 | Viper | 16 | 66.67% | 95.3 | 75.00% | +37.50% | +25.00% | 0.00% | -23.08% | 04:10 | -01:29 | -01:29 | -01:28 | 02:34 | 39:54 | 04:03 | 03:00 |
 | Beastmaster | 65 | 94.20% | 94.1 | 61.54% | +36.54% | +0.96% | +0.96% | 0.00% | 07:44 | -01:29 | 07:15 | 09:36 | 10:29 | 16:06 | 03:14 | 02:23 |
 | Lycan | 23 | 100.00% | 92.9 | 60.87% | +60.87% | -27.54% | -27.54% | 0.00% | 07:50 | -01:29 | 07:52 | 08:49 | 10:19 | 15:59 | 02:27 | 01:48 |
 | Kunkka | 83 | 63.36% | 91.8 | 61.45% | +15.62% | -9.07% | -13.83% | -0.54% | 23:41 | -01:29 | 21:16 | 24:46 | 30:05 | 43:14 | 08:49 | 06:31 |
 | Tinker | 12 | 100.00% | 90.6 | 58.33% | +58.33% | +8.34% | +8.34% | 0.00% | 03:14 | 01:48 | 02:16 | 02:33 | 04:09 | 05:33 | 01:53 | 01:23 |
 | Razor | 29 | 31.18% | 89.4 | 65.52% | +18.64% | -22.66% | -8.38% | 1.25% | 31:40 | 20:27 | 24:31 | 31:52 | 35:58 | 49:38 | 11:27 | 08:28 |
 | Mirana | 35 | 63.64% | 88.2 | 60.00% | -15.00% | -4.44% | -26.67% | -3.05% | 04:58 | -01:30 | -01:28 | 05:42 | 08:45 | 18:09 | 10:13 | 07:34 |
 | Venomancer | 10 | 76.92% | 87.1 | 60.00% | -6.67% | -26.67% | -10.00% | 6.29% | 03:17 | -01:29 | 01:52 | 02:45 | 04:31 | 07:59 | 02:39 | 01:57 |
 | Io | 57 | 52.29% | 85.9 | 57.89% | +9.81% | -7.89% | -15.03% | -1.82% | 06:17 | 00:57 | 04:27 | 06:00 | 08:23 | 11:39 | 03:56 | 02:54 |
 | Tidehunter | 96 | 83.48% | 84.7 | 54.17% | -14.25% | -4.17% | 0.00% | 0.99% | 02:05 | -01:29 | -01:29 | 01:19 | 05:43 | 09:40 | 07:12 | 05:20 |
 | Axe | 11 | 84.62% | 83.5 | 54.55% | -45.45% | -21.22% | +12.12% | 0.00% | -00:17 | -01:30 | -01:29 | -01:29 | -01:29 | 11:46 | 00:00 | 00:00 |
 | Wraith King | 82 | 66.67% | 82.4 | 53.66% | +12.20% | +8.24% | -3.66% | -1.03% | 12:52 | -01:29 | 05:37 | 10:22 | 17:11 | 37:21 | 11:34 | 08:34 |
 | Dragon Knight | 10 | 55.56% | 81.2 | 60.00% | +22.50% | -60.00% | -10.00% | 24.19% | 02:42 | -01:29 | 01:35 | 02:42 | 03:39 | 05:40 | 02:04 | 01:31 |
 | Storm Spirit | 76 | 89.41% | 80.0 | 51.32% | +17.99% | -19.74% | +6.57% | 12.94% | 04:48 | -01:29 | 03:35 | 04:34 | 05:37 | 11:35 | 02:02 | 01:30 |
 | Earth Spirit | 23 | 85.19% | 78.8 | 52.17% | -47.83% | -18.84% | -18.84% | 0.00% | 04:52 | -01:29 | -01:28 | 03:09 | 06:26 | 31:01 | 07:54 | 05:51 |
 | Mars | 158 | 89.27% | 77.6 | 50.00% | +7.89% | 0.00% | -3.85% | -0.71% | 05:11 | -01:30 | 02:18 | 05:00 | 07:45 | 31:04 | 05:27 | 04:02 |
 | Sand King | 22 | 88.00% | 76.5 | 50.00% | +16.67% | +16.67% | +10.00% | -1.55% | 01:56 | -01:29 | -01:29 | -01:29 | 05:47 | 08:12 | 07:16 | 05:22 |
 | Weaver | 131 | 77.06% | 75.3 | 49.62% | -6.79% | -7.20% | -4.17% | 0.82% | 03:11 | -01:29 | -01:28 | 03:36 | 05:10 | 12:40 | 06:38 | 04:54 |
 | Brewmaster | 20 | 86.96% | 74.1 | 50.00% | +50.00% | +30.00% | -30.00% | -27.91% | 02:07 | -01:30 | -01:29 | -01:25 | 03:38 | 13:43 | 05:07 | 03:47 |
 | Timbersaw | 50 | 100.00% | 72.9 | 48.00% | +48.00% | +5.85% | -6.33% | -8.91% | 00:55 | -01:29 | -01:29 | -01:28 | 02:51 | 11:49 | 04:20 | 03:12 |
 | Gyrocopter | 3 | 6.38% | 71.8 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 20:51 | 07:39 | 07:39 | 16:15 | 38:38 | 38:38 | 30:59 | 22:57 |
 | Bane | 7 | 2.95% | 70.6 | 85.71% | +30.49% | +14.29% | -35.71% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Invoker | 56 | 80.00% | 69.4 | 46.43% | +3.57% | -3.57% | -3.57% | 0.00% | 04:20 | 01:17 | 03:34 | 04:15 | 05:02 | 08:41 | 01:28 | 01:05 |
 | Legion Commander | 34 | 77.27% | 68.2 | 47.06% | +17.06% | +8.50% | +2.94% | -1.20% | 03:06 | -01:29 | -01:29 | 02:12 | 06:07 | 13:49 | 07:36 | 05:37 |
 | Broodmother | 29 | 96.67% | 67.1 | 44.83% | +44.83% | +12.31% | -1.97% | -6.16% | 00:59 | -01:29 | -01:29 | -01:29 | 03:48 | 09:35 | 05:17 | 03:54 |
 | Necrophos | 1 | 25.00% | 65.9 | 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 |
 | Clockwerk | 23 | 51.11% | 64.7 | 47.83% | -24.90% | +2.17% | +18.84% | 1.86% | 05:41 | -01:29 | -01:29 | 07:37 | 10:27 | 18:06 | 11:56 | 08:50 |
 | Bristleback | 5 | 100.00% | 63.5 | 40.00% | +40.00% | +60.00% | -40.00% | -18.69% | 10:50 | -01:28 | -01:28 | 06:22 | 06:49 | 40:12 | 08:17 | 06:08 |
 | Centaur Warrunner | 13 | 65.00% | 62.4 | 46.15% | +3.29% | +20.52% | +20.52% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:23 | 00:01 | 00:00 |
 | Luna | 3 | 3.23% | 61.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:34 | 34:26 | 34:26 | 35:03 | 46:13 | 46:13 | 11:47 | 08:43 |
 | Lina | 30 | 40.00% | 60.0 | 46.67% | -2.22% | +3.33% | +10.47% | 2.76% | 08:57 | 02:26 | 03:44 | 04:14 | 06:19 | 40:11 | 02:35 | 01:54 |
 | Tiny | 5 | 31.25% | 58.8 | 60.00% | -3.64% | -60.00% | -60.00% | 0.00% | 14:30 | -01:29 | -01:29 | 09:22 | 28:57 | 37:07 | 30:26 | 22:32 |
 | Abaddon | 4 | 11.43% | 57.6 | 75.00% | +16.94% | +25.00% | -75.00% | 0.00% | 06:04 | -01:29 | -01:29 | -01:29 | -01:29 | 28:44 | 00:00 | 00:00 |
 | Dark Seer | 15 | 39.47% | 56.5 | 46.67% | -22.90% | -46.67% | +3.33% | 8.75% | 07:02 | -01:29 | -01:29 | 03:22 | 07:12 | 31:43 | 08:41 | 06:25 |
 | Queen of Pain | 21 | 11.73% | 55.3 | 52.38% | +3.01% | -12.38% | -12.38% | 0.00% | 22:10 | 02:05 | 06:16 | 26:58 | 30:36 | 42:37 | 24:20 | 18:01 |
 | Chaos Knight | 7 | 63.64% | 54.1 | 42.86% | -32.14% | +7.14% | +7.14% | 0.00% | 22:56 | 10:45 | 10:57 | 12:50 | 32:46 | 42:54 | 21:49 | 16:09 |
 | Dark Willow | 18 | 36.73% | 52.9 | 44.44% | -0.72% | -24.44% | -19.44% | 0.76% | 06:11 | -01:29 | 02:47 | 08:56 | 09:20 | 12:07 | 06:33 | 04:51 |
 | Chen | 1 | 16.67% | 51.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Pangolier | 26 | 37.14% | 50.6 | 42.31% | -5.42% | -13.74% | +24.36% | 38.10% | 00:53 | -01:29 | -01:29 | -01:29 | 02:09 | 13:54 | 03:38 | 02:41 |
 | Bloodseeker | 7 | 18.92% | 49.4 | 57.14% | -2.86% | -7.14% | +42.86% | 50.00% | 03:37 | -01:29 | -01:29 | -01:29 | -01:26 | 28:35 | 00:03 | 00:02 |
 | Night Stalker | 7 | 17.95% | 48.2 | 57.14% | +7.14% | -57.14% | +42.86% | 9.76% | 13:34 | -01:29 | -01:29 | 03:47 | 11:44 | 43:01 | 13:13 | 09:47 |
 | Phoenix | 3 | 20.00% | 47.1 | 66.67% | +8.34% | +33.33% | 0.00% | -3.38% | 10:25 | 03:56 | 03:56 | 13:32 | 13:48 | 13:48 | 09:52 | 07:18 |
 | Windranger | 3 | 18.75% | 45.9 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 08:40 | 07:41 | 07:41 | 07:57 | 10:21 | 10:21 | 02:40 | 01:58 |
 | Doom | 25 | 55.56% | 44.7 | 36.00% | +6.00% | +14.00% | -2.67% | -5.16% | 01:59 | -01:29 | -01:29 | -01:28 | 04:43 | 12:15 | 06:12 | 04:35 |
 | Spirit Breaker | 41 | 32.80% | 43.5 | 34.15% | -8.71% | -24.15% | +5.85% | 3.91% | 06:22 | -01:29 | -01:29 | 06:55 | 09:09 | 24:20 | 10:38 | 07:52 |
 | Oracle | 1 | 10.00% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Snapfire | 26 | 14.36% | 41.2 | 38.46% | -9.93% | -24.17% | -21.79% | 0.16% | 10:08 | -01:29 | 01:43 | 05:34 | 16:10 | 43:22 | 14:27 | 10:42 |
 | Underlord | 19 | 90.48% | 40.0 | 26.32% | -23.68% | -6.32% | +13.68% | 4.18% | 03:52 | -01:29 | -01:29 | 05:18 | 06:16 | 09:43 | 07:45 | 05:44 |
 | Anti-Mage | 1 | 7.69% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Treant Protector | 6 | 8.00% | 37.6 | 50.00% | -2.17% | 0.00% | +50.00% | 0.00% | 01:43 | -01:29 | -01:29 | -01:29 | 07:06 | 09:05 | 08:35 | 06:21 |
 | Vengeful Spirit | 2 | 28.57% | 36.5 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 07:17 | -01:29 | -01:29 | 16:02 | 16:02 | 16:02 | 17:31 | 12:58 |
 | Grimstroke | 3 | 2.94% | 35.3 | 66.67% | +20.21% | +33.33% | 0.00% | 0.00% | 13:30 | 11:32 | 11:32 | 12:01 | 16:56 | 16:56 | 05:24 | 04:00 |
 | Jakiro | 1 | 2.94% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Death Prophet | 8 | 8.60% | 32.9 | 37.50% | -9.56% | +12.50% | +12.50% | 0.00% | 05:15 | -01:29 | -01:29 | -01:29 | 05:22 | 29:06 | 06:51 | 05:04 |
 | Terrorblade | 1 | 1.69% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Sven | 2 | 15.38% | 30.6 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 22:53 | 22:28 | 22:28 | 23:18 | 23:18 | 23:18 | 00:50 | 00:37 |
 | Nature's Prophet | 3 | 25.00% | 29.4 | 33.33% | +11.11% | +66.67% | 0.00% | -10.00% | 34:36 | 30:11 | 30:11 | 36:46 | 36:51 | 36:51 | 06:40 | 04:56 |
 | Tusk | 7 | 14.00% | 28.2 | 28.57% | -24.92% | +21.43% | +21.43% | 0.00% | 18:22 | -01:30 | -01:28 | 12:33 | 12:52 | 57:57 | 14:20 | 10:37 |
 | Ogre Magi | 7 | 7.95% | 27.1 | 28.57% | -15.87% | -28.57% | +21.43% | 0.00% | 00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 |
 | Hoodwink | 3 | 10.71% | 25.9 | 33.33% | -2.67% | +66.67% | 0.00% | 0.00% | 09:12 | -00:02 | -00:02 | 07:28 | 20:11 | 20:11 | 20:13 | 14:58 |
 | Undying | 4 | 21.05% | 24.7 | 25.00% | -28.33% | -25.00% | +75.00% | 0.00% | -00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 02:22 | 00:00 | 00:00 |
 | Monkey King | 3 | 3.53% | 23.5 | 33.33% | -13.01% | -33.33% | 0.00% | 0.00% | 15:08 | -01:29 | -01:29 | 10:34 | 36:19 | 36:19 | 37:48 | 28:00 |
 | Ember Spirit | 3 | 3.06% | 22.4 | 33.33% | -19.30% | -33.33% | 0.00% | 0.00% | 05:43 | -01:28 | -01:28 | 09:05 | 09:32 | 09:32 | 11:00 | 08:08 |
 | Elder Titan | 1 | 12.50% | 21.2 | 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 |
 | Crystal Maiden | 1 | 20.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 11:28 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 50.00% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Slark | 1 | 20.00% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:10 | 08:10 | 08:10 | 08:10 | 08:10 | 08:10 | 00:00 | 00:00 |
 | Lion | 1 | 1.15% | 16.5 | 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 |
 | Visage | 2 | 40.00% | 15.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 17:54 | 01:13 | 01:13 | 34:34 | 34:34 | 34:34 | 33:21 | 24:42 |
 | Lone Druid | 1 | 100.00% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Enchantress | 1 | 4.76% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Lifestealer | 2 | 12.50% | 11.8 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 22:21 | 19:21 | 19:21 | 25:20 | 25:20 | 25:20 | 05:59 | 04:25 |
 | Witch Doctor | 1 | 14.29% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:20 | -01:20 | -01:20 | -01:20 | -01:20 | -01:20 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 6.67% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Nyx Assassin | 8 | 15.09% | 8.2 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 06:06 | -01:29 | -01:29 | 02:51 | 11:40 | 15:28 | 13:09 | 09:44 |
 | Disruptor | 2 | 2.15% | 7.1 | 0.00% | -48.35% | 0.00% | 0.00% | 0.00% | 21:02 | 12:48 | 12:48 | 29:15 | 29:15 | 29:15 | 16:27 | 12:11 |
 | Alchemist | 1 | 100.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 00:00 | 00:00 |
 | Batrider | 1 | 3.70% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 00:00 | 00:00 |
 | Faceless Void | 1 | 2.94% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Rubick | 3 | 4.29% | 2.4 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 09:26 | -01:29 | -01:29 | -01:29 | 31:16 | 31:16 | 32:45 | 24:15 |
 | Dawnbreaker | 3 | 25.00% | 1.2 | 0.00% | -11.11% | 0.00% | 0.00% | 0.00% | 05:00 | 02:39 | 02:39 | 04:10 | 08:11 | 08:11 | 05:32 | 04:05 |