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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 | 1433 | 34.12% | 80.0 | 54.57% | +19.71% | -9.04% | +8.28% | 1.85% | 09:55 | -01:30 | 03:17 | 07:19 | 12:39 | 54:28 | 06:56 |
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 | |
 | Tinker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 00:00 | 00:00 |
 | Legion Commander | 6 | 75.00% | 98.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 03:56 | -01:29 | -01:28 | 03:55 | 07:50 | 09:18 | 09:18 | 06:53 |
 | Lone Druid | 8 | 66.67% | 97.7 | 87.50% | +62.50% | +12.50% | -37.50% | -24.59% | 26:34 | 18:52 | 24:27 | 25:32 | 26:29 | 33:50 | 02:02 | 01:30 |
 | Kunkka | 19 | 43.18% | 96.6 | 78.95% | +46.95% | +21.05% | -18.95% | -5.85% | 23:45 | 09:16 | 19:59 | 23:25 | 26:49 | 31:20 | 06:50 | 05:03 |
 | Witch Doctor | 2 | 33.33% | 95.5 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 29:26 | 18:59 | 18:59 | 39:53 | 39:53 | 39:53 | 20:54 | 15:28 |
 | Bristleback | 36 | 94.74% | 94.3 | 63.89% | +63.89% | -8.33% | -19.45% | -2.85% | 06:28 | -01:29 | 03:57 | 06:22 | 07:51 | 26:18 | 03:54 | 02:53 |
 | Death Prophet | 26 | 52.00% | 93.2 | 69.23% | +31.73% | +2.20% | -2.56% | -0.75% | 07:32 | -01:29 | 02:06 | 06:18 | 08:26 | 38:15 | 06:20 | 04:41 |
 | Enigma | 68 | 89.47% | 92.0 | 63.24% | +50.74% | +1.47% | +13.23% | 2.51% | 06:28 | -01:29 | 03:08 | 05:35 | 07:49 | 25:07 | 04:41 | 03:28 |
 | Visage | 61 | 98.39% | 90.9 | 62.30% | +62.30% | +11.03% | +4.37% | -1.48% | 09:15 | -01:29 | 06:32 | 08:23 | 11:02 | 36:26 | 04:30 | 03:20 |
 | Io | 21 | 60.00% | 89.8 | 66.67% | +38.10% | +13.33% | -6.67% | -4.62% | 08:54 | 02:12 | 05:28 | 07:30 | 09:48 | 30:03 | 04:20 | 03:12 |
 | Beastmaster | 91 | 98.91% | 88.6 | 59.34% | +59.34% | -24.56% | +1.53% | 7.87% | 09:29 | -01:29 | 09:16 | 11:10 | 12:35 | 18:37 | 03:19 | 02:27 |
 | Lycan | 34 | 100.00% | 87.5 | 58.82% | +58.82% | -3.26% | +3.68% | 2.44% | 07:30 | -01:29 | 07:07 | 08:51 | 09:58 | 17:33 | 02:51 | 02:06 |
 | Sven | 5 | 33.33% | 86.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 19:20 | 07:41 | 07:41 | 22:58 | 23:04 | 30:15 | 15:23 | 11:23 |
 | Slark | 3 | 75.00% | 85.2 | 66.67% | +66.67% | +33.33% | 0.00% | -12.27% | 08:21 | 06:55 | 06:55 | 08:31 | 09:38 | 09:38 | 02:43 | 02:00 |
 | Mars | 63 | 88.73% | 84.1 | 57.14% | +7.14% | +5.36% | -7.14% | -3.26% | 05:58 | -01:29 | 04:06 | 05:47 | 07:56 | 16:58 | 03:50 | 02:50 |
 | Earth Spirit | 15 | 75.00% | 83.0 | 60.00% | +20.00% | -35.00% | -10.00% | 5.10% | 08:50 | -01:29 | 04:36 | 07:35 | 09:30 | 37:16 | 04:54 | 03:37 |
 | Dark Willow | 5 | 83.33% | 81.8 | 60.00% | +60.00% | +40.00% | -60.00% | -11.81% | 07:34 | -01:29 | -01:29 | 08:34 | 09:57 | 12:18 | 11:26 | 08:28 |
 | Snapfire | 39 | 37.50% | 80.7 | 61.54% | +12.31% | -21.54% | +8.46% | 2.19% | 10:59 | -01:29 | 02:53 | 07:15 | 16:34 | 45:08 | 13:41 | 10:08 |
 | Marci | 31 | 22.63% | 79.5 | 64.52% | +19.24% | -27.02% | +22.98% | 3.12% | 11:17 | -01:29 | 01:28 | 08:29 | 17:29 | 41:59 | 16:01 | 11:51 |
 | Razor | 25 | 28.09% | 78.4 | 64.00% | +21.81% | -14.00% | +19.33% | 3.18% | 29:29 | 08:43 | 24:54 | 30:10 | 35:22 | 42:38 | 10:28 | 07:45 |
 | Mirana | 29 | 80.56% | 77.3 | 55.17% | -1.97% | -12.31% | +1.97% | 1.16% | 08:08 | -01:29 | -00:49 | 06:38 | 13:05 | 27:44 | 13:54 | 10:17 |
 | Undying | 2 | 18.18% | 76.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 01:25 | -01:29 | -01:29 | 04:18 | 04:18 | 04:18 | 05:47 | 04:17 |
 | Clockwerk | 49 | 48.51% | 75.0 | 57.14% | +9.06% | -7.14% | +9.53% | 1.57% | 10:34 | -01:29 | 03:51 | 11:16 | 14:29 | 29:03 | 10:38 | 07:52 |
 | Venomancer | 13 | 81.25% | 73.9 | 53.85% | -12.82% | +12.82% | -20.52% | -7.12% | 04:46 | -01:29 | -01:28 | 03:33 | 06:09 | 21:13 | 07:37 | 05:38 |
 | Morphling | 5 | 17.86% | 72.7 | 80.00% | +36.52% | +20.00% | +20.00% | 0.00% | 09:11 | 07:55 | 07:55 | 08:58 | 09:13 | 11:35 | 01:18 | 00:57 |
 | Alchemist | 46 | 95.83% | 71.6 | 50.00% | +50.00% | 0.00% | +4.55% | 1.20% | 02:55 | -01:29 | 00:55 | 03:10 | 04:43 | 09:03 | 03:48 | 02:48 |
 | Keeper of the Light | 40 | 68.97% | 70.5 | 52.50% | +19.17% | -2.50% | +17.50% | 10.17% | 08:25 | -01:29 | 07:10 | 08:12 | 09:08 | 15:07 | 01:58 | 01:27 |
 | Weaver | 19 | 43.18% | 69.3 | 57.89% | +33.89% | +2.11% | -17.89% | -3.66% | 04:53 | -01:29 | 02:01 | 04:26 | 07:29 | 10:56 | 05:28 | 04:02 |
 | Tusk | 9 | 28.13% | 68.2 | 66.67% | +10.15% | -16.67% | +33.33% | 2.76% | 15:08 | 05:37 | 05:40 | 08:56 | 23:45 | 44:38 | 18:05 | 13:23 |
 | Nature's Prophet | 30 | 57.69% | 67.0 | 53.33% | -1.22% | +9.17% | -10.47% | -3.67% | 23:26 | 04:50 | 22:53 | 26:09 | 28:14 | 39:53 | 05:21 | 03:57 |
 | Underlord | 27 | 93.10% | 65.9 | 48.15% | -1.85% | -5.29% | +8.99% | 4.22% | 09:15 | -01:29 | 06:14 | 07:37 | 09:37 | 31:59 | 03:23 | 02:30 |
 | Dragon Knight | 44 | 88.00% | 64.8 | 47.73% | -2.27% | +6.82% | +6.82% | 0.00% | 06:18 | -01:29 | 03:16 | 05:54 | 07:48 | 19:42 | 04:32 | 03:21 |
 | Tiny | 43 | 22.05% | 63.6 | 55.81% | +2.52% | -10.36% | -1.26% | 0.67% | 12:57 | -01:29 | 05:12 | 08:45 | 18:47 | 40:24 | 13:35 | 10:03 |
 | Winter Wyvern | 6 | 6.19% | 62.5 | 83.33% | +30.58% | +16.67% | -83.33% | 0.00% | 29:30 | 14:43 | 19:19 | 25:19 | 34:20 | 54:28 | 15:01 | 11:07 |
 | Doom | 13 | 21.67% | 61.4 | 61.54% | +12.60% | +5.13% | -28.21% | -6.85% | 03:28 | -01:29 | -01:29 | -01:18 | 06:21 | 23:07 | 07:50 | 05:48 |
 | Chen | 10 | 71.43% | 60.2 | 50.00% | -25.00% | -50.00% | 0.00% | 6.44% | 17:34 | 06:24 | 13:47 | 15:47 | 21:33 | 35:05 | 07:46 | 05:45 |
 | Hoodwink | 7 | 14.58% | 59.1 | 71.43% | +29.97% | +28.57% | -21.43% | -4.68% | 11:36 | -01:23 | 05:05 | 11:44 | 15:46 | 22:50 | 10:41 | 07:54 |
 | Necrophos | 22 | 88.00% | 58.0 | 45.45% | -54.55% | +4.55% | -5.45% | -2.73% | 03:14 | -01:29 | 01:29 | 03:09 | 05:09 | 09:00 | 03:40 | 02:42 |
 | Warlock | 11 | 18.33% | 56.8 | 63.64% | +16.70% | +3.03% | +3.03% | 0.00% | 25:20 | 13:31 | 16:09 | 24:22 | 26:51 | 42:11 | 10:42 | 07:55 |
 | Invoker | 15 | 78.95% | 55.7 | 46.67% | -3.33% | -21.67% | +28.33% | 33.33% | 04:04 | 02:13 | 03:04 | 04:20 | 04:34 | 06:21 | 01:30 | 01:06 |
 | Elder Titan | 1 | 25.00% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |
 | Enchantress | 13 | 17.33% | 53.4 | 61.54% | +21.22% | +38.46% | -28.21% | -3.52% | 24:43 | -01:29 | 16:35 | 25:21 | 35:30 | 42:57 | 18:55 | 14:00 |
 | Brewmaster | 29 | 96.67% | 52.3 | 41.38% | -58.62% | -12.81% | +1.48% | 3.93% | 02:20 | -01:30 | -01:29 | 03:01 | 05:07 | 07:45 | 06:36 | 04:53 |
 | Ogre Magi | 4 | 16.67% | 51.1 | 75.00% | 0.00% | -75.00% | +25.00% | 0.00% | 22:55 | -01:29 | -01:29 | 26:32 | 32:08 | 34:27 | 33:37 | 24:54 |
 | Dawnbreaker | 110 | 74.32% | 50.0 | 41.82% | -10.81% | +8.18% | +6.33% | -0.33% | 07:06 | -01:29 | 02:10 | 04:09 | 07:51 | 43:18 | 05:41 | 04:12 |
 | Lifestealer | 6 | 18.75% | 48.9 | 66.67% | +1.29% | +33.33% | +33.33% | 0.00% | 35:25 | 25:27 | 29:21 | 31:37 | 40:42 | 50:10 | 11:21 | 08:24 |
 | Treant Protector | 15 | 30.00% | 47.7 | 53.33% | -0.96% | -3.33% | -28.33% | -1.73% | 11:08 | -01:29 | -01:29 | 08:09 | 15:56 | 36:53 | 17:25 | 12:54 |
 | Chaos Knight | 10 | 18.87% | 46.6 | 60.00% | +18.14% | +6.67% | -10.00% | -5.47% | 27:05 | 03:26 | 29:11 | 30:19 | 32:14 | 42:25 | 03:03 | 02:15 |
 | Magnus | 4 | 66.67% | 45.5 | 50.00% | +50.00% | +50.00% | -50.00% | -11.98% | 12:36 | 06:15 | 06:15 | 08:14 | 14:36 | 21:17 | 08:21 | 06:11 |
 | Abaddon | 5 | 31.25% | 44.3 | 60.00% | +14.55% | -60.00% | +40.00% | 2.80% | 23:02 | -01:28 | -01:28 | 19:43 | 37:11 | 49:52 | 38:39 | 28:37 |
 | Viper | 21 | 35.59% | 43.2 | 47.62% | +5.51% | -7.62% | +12.38% | 0.80% | 13:24 | -01:29 | 01:27 | 05:02 | 26:24 | 44:37 | 24:57 | 18:28 |
 | Timbersaw | 61 | 100.00% | 42.0 | 36.07% | +36.07% | +3.93% | +3.93% | 0.00% | 02:07 | -01:30 | -01:29 | 02:28 | 04:10 | 10:30 | 05:39 | 04:11 |
 | Jakiro | 7 | 22.58% | 40.9 | 57.14% | +19.64% | -57.14% | -7.14% | 4.01% | 18:28 | 05:23 | 10:53 | 13:39 | 23:22 | 37:39 | 12:29 | 09:14 |
 | Faceless Void | 2 | 5.00% | 39.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 23:09 | 12:01 | 12:01 | 34:17 | 34:17 | 34:17 | 22:16 | 16:29 |
 | Broodmother | 3 | 100.00% | 38.6 | 33.33% | +33.33% | -33.33% | 0.00% | 5.30% | 02:27 | -01:29 | -01:29 | 01:03 | 07:46 | 07:46 | 09:15 | 06:51 |
 | Tidehunter | 9 | 100.00% | 37.5 | 33.33% | +33.33% | -33.33% | +66.67% | 17.49% | 04:41 | -01:29 | -01:29 | 06:08 | 07:12 | 10:43 | 08:41 | 06:25 |
 | Queen of Pain | 3 | 21.43% | 36.4 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 05:18 | 02:44 | 02:44 | 04:28 | 08:41 | 08:41 | 05:57 | 04:24 |
 | Monkey King | 9 | 10.71% | 35.2 | 55.56% | +7.56% | -55.56% | +44.44% | 4.18% | 22:00 | 01:50 | 09:47 | 23:35 | 33:41 | 35:13 | 23:54 | 17:42 |
 | Wraith King | 10 | 50.00% | 34.1 | 40.00% | +40.00% | +26.67% | +10.00% | -0.81% | 20:14 | -01:28 | 10:34 | 10:53 | 31:04 | 38:10 | 20:30 | 15:11 |
 | Pudge | 16 | 50.00% | 33.0 | 37.50% | 0.00% | +12.50% | -12.50% | -25.00% | 00:28 | -01:29 | -01:29 | -01:29 | 01:47 | 06:04 | 03:16 | 02:25 |
 | Centaur Warrunner | 4 | 36.36% | 31.8 | 50.00% | +7.14% | +50.00% | -50.00% | -100.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:26 | 00:01 | 00:00 |
 | Phoenix | 9 | 26.47% | 30.7 | 44.44% | -19.56% | -44.44% | +5.56% | 3.17% | 11:42 | -01:29 | -01:29 | 11:25 | 17:15 | 28:59 | 18:44 | 13:52 |
 | Gyrocopter | 1 | 10.00% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Vengeful Spirit | 5 | 50.00% | 28.4 | 40.00% | 0.00% | -40.00% | -40.00% | 0.00% | 19:59 | 13:03 | 13:03 | 15:16 | 25:35 | 31:33 | 12:32 | 09:17 |
 | Pangolier | 12 | 21.82% | 27.3 | 41.67% | -7.17% | -8.34% | +25.00% | 13.70% | 04:36 | -01:29 | -01:29 | 01:26 | 03:55 | 26:21 | 05:24 | 04:00 |
 | Puck | 7 | 4.35% | 26.1 | 57.14% | +0.65% | -7.14% | +42.86% | 0.00% | 06:18 | -01:20 | 04:52 | 05:56 | 08:07 | 11:03 | 03:15 | 02:24 |
 | Axe | 3 | 60.00% | 25.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lina | 9 | 36.00% | 23.9 | 33.33% | -22.92% | -33.33% | -33.33% | 0.00% | 05:34 | 03:17 | 04:42 | 05:27 | 06:32 | 07:07 | 01:50 | 01:21 |
 | Crystal Maiden | 4 | 12.50% | 22.7 | 50.00% | +28.57% | +50.00% | -50.00% | -8.93% | 23:01 | 13:27 | 13:27 | 15:46 | 24:39 | 38:13 | 11:12 | 08:17 |
 | Terrorblade | 1 | 1.79% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Storm Spirit | 2 | 15.38% | 20.5 | 50.00% | -31.82% | -50.00% | 0.00% | 0.00% | 06:42 | 04:40 | 04:40 | 08:44 | 08:44 | 08:44 | 04:04 | 03:00 |
 | Rubick | 5 | 10.42% | 19.3 | 40.00% | -8.84% | -40.00% | +60.00% | 0.00% | 08:19 | 01:18 | 01:18 | 07:50 | 12:28 | 13:36 | 11:10 | 08:16 |
 | Sand King | 2 | 13.33% | 18.2 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 03:39 | -01:29 | -01:29 | 08:47 | 08:47 | 08:47 | 10:16 | 07:36 |
 | Slardar | 3 | 21.43% | 17.0 | 33.33% | +6.06% | +66.67% | 0.00% | 0.00% | 32:13 | 25:45 | 25:45 | 30:55 | 39:58 | 39:58 | 14:13 | 10:31 |
 | Night Stalker | 2 | 7.14% | 15.9 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 31:35 | 23:16 | 23:16 | 39:53 | 39:53 | 39:53 | 16:37 | 12:18 |
 | Luna | 2 | 7.14% | 14.8 | 50.00% | -23.08% | -50.00% | 0.00% | 0.00% | 27:25 | 22:43 | 22:43 | 32:07 | 32:07 | 32:07 | 09:24 | 06:57 |
 | Pugna | 3 | 17.65% | 13.6 | 33.33% | -16.67% | -33.33% | 0.00% | 1.76% | 22:01 | 13:54 | 13:54 | 19:20 | 32:48 | 32:48 | 18:54 | 14:00 |
 | Nyx Assassin | 3 | 10.71% | 12.5 | 33.33% | -18.67% | +66.67% | 0.00% | -1.43% | 18:42 | -01:29 | -01:29 | 09:38 | 47:58 | 47:58 | 49:27 | 36:37 |
 | Ember Spirit | 2 | 2.60% | 11.4 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 09:55 | 04:41 | 04:41 | 15:08 | 15:08 | 15:08 | 10:27 | 07:44 |
 | Windranger | 5 | 19.23% | 10.2 | 20.00% | -32.38% | -20.00% | -20.00% | 0.00% | 19:55 | 05:18 | 05:18 | 20:10 | 32:31 | 34:36 | 27:13 | 20:09 |
 | Dark Seer | 4 | 50.00% | 9.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:43 | 01:37 | 01:37 | 02:55 | 12:18 | 18:02 | 10:41 | 07:54 |
 | Void Spirit | 1 | 1.30% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Lion | 1 | 10.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:04 | -01:04 | -01:04 | -01:04 | -01:04 | -01:04 | 00:00 | 00:00 |
 | Huskar | 1 | 33.33% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 |
 | Juggernaut | 1 | 1.67% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 00:00 | 00:00 |
 | Earthshaker | 2 | 50.00% | 3.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:15 | 02:39 | 02:39 | 03:50 | 03:50 | 03:50 | 01:11 | 00:52 |
 | Lich | 1 | 10.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 00:00 | 00:00 |
 | Techies | 1 | 20.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 |