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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 Health | 1935 | 24.59% | 80.2 | 56.49% | +2.76% | -7.21% | +9.21% | 0.79% | 20:12 | 00:57 | 09:33 | 16:10 | 30:18 | 1:16:30 | 13:31 |
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 | |
 | Enchantress | 17 | 22.97% | 100.0 | 100.00% | +37.15% | 0.00% | 0.00% | 0.00% | 22:40 | 13:58 | 18:04 | 20:02 | 22:21 | 49:44 | 04:17 | 09:46 |
 | Clockwerk | 11 | 10.09% | 98.9 | 100.00% | +40.95% | 0.00% | 0.00% | 0.00% | 24:49 | 10:16 | 15:51 | 23:02 | 37:47 | 49:17 | 21:56 | 12:24 |
 | Wraith King | 62 | 29.95% | 97.8 | 75.81% | +14.22% | +18.31% | -9.14% | -3.80% | 37:01 | 19:17 | 32:54 | 36:18 | 40:07 | 1:15:42 | 07:13 | 07:19 |
 | Phoenix | 35 | 23.65% | 96.7 | 77.14% | +9.71% | +2.86% | +0.64% | -0.11% | 27:29 | 11:08 | 16:25 | 27:43 | 36:39 | 56:13 | 20:14 | 11:18 |
 | Monkey King | 63 | 39.38% | 95.6 | 69.84% | +9.52% | -11.02% | +11.41% | 0.99% | 22:07 | 06:51 | 12:12 | 15:14 | 34:55 | 45:56 | 22:43 | 12:35 |
 | Magnus | 2 | 25.00% | 94.4 | 100.00% | +18.63% | 0.00% | 0.00% | 0.00% | 30:36 | 23:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 10:36 |
 | Tusk | 12 | 9.02% | 93.3 | 83.33% | +32.78% | -33.33% | +16.67% | 2.44% | 34:20 | 20:08 | 25:05 | 31:51 | 45:35 | 1:04:27 | 20:30 | 13:24 |
 | Troll Warlord | 95 | 71.97% | 92.2 | 61.05% | +2.28% | -1.05% | +5.62% | 0.44% | 16:03 | 02:15 | 08:07 | 13:18 | 23:23 | 44:27 | 15:16 | 10:13 |
 | Phantom Lancer | 33 | 58.93% | 91.1 | 63.64% | +5.35% | +3.03% | -13.64% | -0.78% | 20:13 | 02:23 | 10:45 | 14:56 | 32:04 | 55:29 | 21:19 | 14:23 |
 | Lycan | 13 | 16.25% | 90.0 | 76.92% | +16.70% | +23.08% | -10.25% | -4.91% | 36:27 | 30:23 | 34:58 | 36:47 | 41:45 | 45:35 | 06:47 | 04:30 |
 | Terrorblade | 10 | 14.08% | 88.9 | 80.00% | +32.00% | +20.00% | +20.00% | 0.00% | 42:33 | 36:32 | 38:38 | 40:39 | 50:31 | 50:40 | 11:53 | 05:33 |
 | Viper | 19 | 30.65% | 87.8 | 68.42% | +16.41% | -1.75% | -8.42% | -0.90% | 18:54 | 09:03 | 14:53 | 19:29 | 22:17 | 37:24 | 07:24 | 06:49 |
 | Phantom Assassin | 80 | 98.77% | 86.7 | 56.25% | -4.58% | +5.65% | -1.25% | -0.70% | 10:12 | 02:27 | 04:51 | 09:48 | 14:43 | 32:28 | 09:52 | 05:44 |
 | Ember Spirit | 18 | 15.38% | 85.6 | 72.22% | +21.27% | -5.55% | -47.22% | -3.38% | 35:02 | 20:53 | 30:59 | 34:08 | 43:19 | 57:03 | 12:20 | 09:15 |
 | Beastmaster | 28 | 18.79% | 84.4 | 67.86% | +5.17% | +7.14% | -10.72% | -2.52% | 24:15 | 16:18 | 19:49 | 21:19 | 26:55 | 41:25 | 07:06 | 07:04 |
 | Batrider | 16 | 11.51% | 83.3 | 75.00% | +19.57% | +5.00% | 0.00% | -0.15% | 33:53 | 11:50 | 16:34 | 35:35 | 49:54 | 1:06:12 | 33:20 | 17:26 |
 | Alchemist | 47 | 72.31% | 82.2 | 57.45% | +2.80% | +27.17% | -15.78% | -11.66% | 11:26 | 05:13 | 08:38 | 10:47 | 12:19 | 26:38 | 03:41 | 05:14 |
 | Storm Spirit | 15 | 14.85% | 81.1 | 73.33% | +14.43% | +6.67% | +26.67% | 0.00% | 30:23 | 17:04 | 22:22 | 29:14 | 35:19 | 53:15 | 12:57 | 11:11 |
 | Puck | 74 | 26.91% | 80.0 | 60.81% | +4.32% | +4.19% | -10.81% | -1.09% | 31:02 | 17:07 | 23:34 | 27:52 | 37:22 | 1:03:56 | 13:48 | 09:59 |
 | Queen of Pain | 22 | 34.92% | 78.9 | 63.64% | +10.49% | +36.36% | -3.64% | -4.61% | 32:37 | 19:21 | 28:12 | 31:10 | 36:53 | 50:13 | 08:41 | 08:16 |
 | Timbersaw | 91 | 94.79% | 77.8 | 53.85% | -3.56% | +0.32% | -1.68% | -0.48% | 12:44 | 06:16 | 09:45 | 11:25 | 13:56 | 41:33 | 04:11 | 04:56 |
 | Keeper of the Light | 20 | 12.12% | 76.7 | 70.00% | +11.06% | -20.00% | +30.00% | 2.52% | 30:24 | 17:31 | 21:25 | 27:23 | 41:15 | 55:20 | 19:50 | 11:15 |
 | Bloodseeker | 37 | 40.66% | 75.6 | 59.46% | +10.04% | +10.54% | +7.21% | -0.23% | 25:26 | 11:19 | 17:38 | 24:51 | 32:17 | 42:10 | 14:39 | 08:55 |
 | Enigma | 18 | 22.78% | 74.4 | 66.67% | +11.01% | +33.33% | +33.33% | 0.00% | 38:58 | 20:39 | 35:25 | 39:31 | 44:06 | 1:05:43 | 08:41 | 10:02 |
 | Rubick | 8 | 4.28% | 73.3 | 87.50% | +39.37% | -20.83% | +12.50% | 2.91% | 37:04 | 25:25 | 34:34 | 39:09 | 46:02 | 46:52 | 11:28 | 08:14 |
 | Earth Spirit | 13 | 6.50% | 72.2 | 76.92% | +29.99% | -26.92% | +23.08% | 2.90% | 26:57 | 12:42 | 17:28 | 27:10 | 34:41 | 46:55 | 17:13 | 11:01 |
 | Mars | 31 | 14.03% | 71.1 | 64.52% | +12.28% | -8.96% | +22.98% | 1.25% | 33:56 | 12:17 | 24:03 | 32:52 | 49:38 | 1:08:39 | 25:35 | 14:37 |
 | Tidehunter | 91 | 65.47% | 70.0 | 52.75% | -6.54% | +1.42% | -0.58% | -0.40% | 12:58 | 02:42 | 09:39 | 11:56 | 14:39 | 43:56 | 05:00 | 07:17 |
 | Bristleback | 43 | 97.73% | 68.9 | 48.84% | -5.61% | +9.49% | -3.39% | -2.59% | 07:30 | 03:40 | 04:49 | 07:02 | 09:47 | 15:04 | 04:58 | 02:56 |
 | Underlord | 56 | 78.87% | 67.8 | 50.00% | -2.85% | +10.00% | -7.14% | -1.63% | 14:39 | 02:54 | 09:11 | 13:59 | 19:42 | 47:43 | 10:31 | 07:14 |
 | Pangolier | 41 | 28.87% | 66.7 | 56.10% | -2.07% | -19.74% | -6.10% | 0.69% | 32:13 | 10:52 | 21:32 | 34:25 | 41:24 | 54:46 | 19:52 | 11:39 |
 | Void Spirit | 23 | 9.02% | 65.6 | 65.22% | +9.63% | +20.49% | -31.89% | -3.77% | 35:09 | 15:44 | 29:35 | 33:03 | 43:29 | 54:43 | 13:54 | 10:28 |
 | Nature's Prophet | 11 | 9.32% | 64.4 | 72.73% | +16.43% | +27.27% | -6.06% | -2.75% | 20:49 | 11:20 | 15:28 | 17:53 | 27:35 | 40:32 | 12:07 | 09:32 |
 | Centaur Warrunner | 17 | 100.00% | 63.3 | 47.06% | -0.25% | -7.06% | -22.06% | -7.26% | 05:17 | 02:43 | 03:31 | 04:15 | 05:35 | 21:43 | 02:04 | 04:24 |
 | Lifestealer | 4 | 25.00% | 62.2 | 75.00% | +26.67% | +25.00% | +25.00% | 0.00% | 34:51 | 19:26 | 33:34 | 42:32 | 43:52 | 43:52 | 10:18 | 11:14 |
 | Death Prophet | 44 | 26.83% | 61.1 | 54.55% | +2.59% | -12.88% | 0.00% | 0.71% | 23:35 | 09:40 | 15:10 | 19:18 | 33:26 | 49:59 | 18:16 | 11:33 |
 | Leshrac | 15 | 25.00% | 60.0 | 60.00% | +15.54% | 0.00% | -10.00% | -1.61% | 15:29 | 09:12 | 11:50 | 15:17 | 18:03 | 30:33 | 06:13 | 05:15 |
 | Slardar | 10 | 34.48% | 58.9 | 60.00% | +2.97% | -10.00% | +40.00% | 7.44% | 12:36 | 07:35 | 10:56 | 11:46 | 17:39 | 21:06 | 06:43 | 04:00 |
 | Axe | 19 | 79.17% | 57.8 | 47.37% | -6.38% | +2.63% | +12.63% | 2.90% | 09:41 | 02:59 | 03:40 | 05:11 | 07:07 | 53:03 | 03:27 | 13:17 |
 | Dark Seer | 31 | 63.27% | 56.7 | 48.39% | -8.55% | -15.06% | +1.61% | 1.30% | 17:58 | 04:37 | 10:40 | 16:25 | 23:27 | 40:23 | 12:47 | 09:56 |
 | Sand King | 28 | 50.00% | 55.6 | 50.00% | -0.46% | -12.50% | -7.14% | 0.47% | 24:06 | 03:42 | 20:24 | 25:04 | 31:55 | 42:28 | 11:31 | 08:56 |
 | Outworld Destroyer | 103 | 99.04% | 54.4 | 43.69% | -4.65% | -2.95% | -9.07% | -2.60% | 05:07 | 01:51 | 03:28 | 04:08 | 05:49 | 33:35 | 02:21 | 03:27 |
 | Venomancer | 15 | 38.46% | 53.3 | 53.33% | +3.89% | -13.33% | +21.67% | 4.07% | 16:51 | 09:46 | 12:29 | 17:09 | 21:05 | 26:45 | 08:36 | 05:03 |
 | Morphling | 24 | 22.86% | 52.2 | 54.17% | +1.81% | +31.54% | -4.17% | -1.92% | 22:18 | 05:40 | 12:01 | 22:49 | 30:38 | 50:56 | 18:37 | 12:38 |
 | Ursa | 112 | 98.25% | 51.1 | 41.07% | -3.75% | -6.59% | -8.93% | -0.41% | 08:29 | 02:28 | 05:13 | 07:55 | 10:54 | 33:59 | 05:41 | 04:09 |
 | Razor | 7 | 31.82% | 50.0 | 57.14% | -9.91% | -23.81% | +42.86% | 3.12% | 19:58 | 04:06 | 10:24 | 28:42 | 31:48 | 40:44 | 21:24 | 13:54 |
 | Drow Ranger | 2 | 7.14% | 48.9 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 32:36 | 29:15 | 35:56 | 35:56 | 35:56 | 35:56 | 00:00 | 04:43 |
 | Juggernaut | 38 | 38.00% | 47.8 | 44.74% | -0.48% | -8.38% | +33.04% | 1.76% | 19:56 | 05:40 | 10:05 | 15:01 | 33:36 | 48:36 | 23:31 | 13:46 |
 | Slark | 9 | 21.95% | 46.7 | 55.56% | +14.03% | +11.11% | -55.56% | -3.71% | 43:13 | 29:56 | 34:25 | 48:40 | 52:22 | 55:05 | 17:57 | 09:15 |
 | Weaver | 28 | 41.79% | 45.6 | 42.86% | -0.22% | -5.36% | 0.00% | 0.43% | 25:42 | 02:47 | 20:47 | 26:33 | 33:12 | 51:58 | 12:25 | 12:15 |
 | Earthshaker | 7 | 4.70% | 44.4 | 71.43% | +7.76% | +28.57% | -21.43% | 0.00% | 39:33 | 24:04 | 30:10 | 40:17 | 42:37 | 1:16:30 | 12:27 | 17:36 |
 | Kunkka | 4 | 9.76% | 43.3 | 75.00% | +14.51% | -25.00% | +25.00% | 0.00% | 27:27 | 13:01 | 24:35 | 34:02 | 38:11 | 38:11 | 13:36 | 11:10 |
 | Io | 14 | 22.22% | 42.2 | 50.00% | -11.74% | +10.00% | +16.67% | 1.29% | 17:05 | 06:38 | 15:16 | 17:55 | 20:26 | 24:46 | 05:10 | 05:00 |
 | Dazzle | 1 | 16.67% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Riki | 62 | 83.78% | 40.0 | 35.48% | -7.99% | -0.19% | -8.81% | -1.25% | 12:55 | 00:57 | 09:11 | 13:43 | 16:04 | 24:44 | 06:53 | 05:12 |
 | Shadow Fiend | 5 | 21.74% | 38.9 | 60.00% | +14.29% | -10.00% | +40.00% | 1.93% | 38:54 | 27:48 | 32:06 | 40:01 | 58:01 | 58:01 | 25:55 | 11:38 |
 | Mirana | 18 | 14.52% | 37.8 | 50.00% | -0.59% | 0.00% | -50.00% | -3.65% | 30:12 | 14:15 | 23:26 | 31:15 | 37:07 | 52:41 | 13:41 | 10:18 |
 | Legion Commander | 4 | 7.84% | 36.7 | 75.00% | +34.27% | +25.00% | +25.00% | 0.00% | 35:40 | 10:51 | 17:49 | 55:19 | 58:41 | 58:41 | 40:52 | 24:50 |
 | Gyrocopter | 7 | 18.42% | 35.6 | 57.14% | +9.94% | -23.81% | -7.14% | 0.75% | 23:41 | 09:08 | 12:24 | 27:36 | 34:41 | 57:09 | 22:17 | 17:33 |
 | Tiny | 2 | 4.55% | 34.4 | 100.00% | +49.76% | 0.00% | 0.00% | 0.00% | 39:34 | 36:48 | 42:20 | 42:20 | 42:20 | 42:20 | 00:00 | 03:54 |
 | Abaddon | 4 | 7.02% | 33.3 | 75.00% | +17.01% | -25.00% | +25.00% | 0.00% | 24:45 | 14:50 | 16:33 | 27:28 | 40:10 | 40:10 | 23:37 | 11:41 |
 | Nyx Assassin | 18 | 9.28% | 32.2 | 50.00% | -7.77% | -16.67% | 0.00% | 2.20% | 20:01 | 05:08 | 17:31 | 18:08 | 25:05 | 36:38 | 07:34 | 07:24 |
 | Ogre Magi | 2 | 3.70% | 31.1 | 100.00% | +43.65% | 0.00% | 0.00% | 0.00% | 39:22 | 18:18 | 60:25 | 60:25 | 60:25 | 60:25 | 00:00 | 29:46 |
 | Anti-Mage | 36 | 100.00% | 30.0 | 30.56% | -4.65% | -0.56% | +2.77% | 1.15% | 05:04 | 02:34 | 03:27 | 04:04 | 06:21 | 14:10 | 02:54 | 02:32 |
 | Elder Titan | 2 | 2.78% | 28.9 | 100.00% | +38.57% | 0.00% | 0.00% | 0.00% | 40:05 | 39:11 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 01:16 |
 | Bounty Hunter | 6 | 25.00% | 27.8 | 50.00% | -1.37% | +16.67% | -50.00% | -6.55% | 19:26 | 11:48 | 17:06 | 19:21 | 27:17 | 27:17 | 10:11 | 05:52 |
 | Crystal Maiden | 2 | 1.82% | 26.7 | 100.00% | +51.10% | 0.00% | 0.00% | 0.00% | 37:01 | 29:50 | 44:12 | 44:12 | 44:12 | 44:12 | 00:00 | 10:09 |
 | Naga Siren | 13 | 59.09% | 25.6 | 30.77% | -5.82% | -5.77% | +2.56% | 0.38% | 31:41 | 12:17 | 18:17 | 33:20 | 40:26 | 59:35 | 22:09 | 14:20 |
 | Windranger | 3 | 8.57% | 24.4 | 66.67% | +14.91% | +33.33% | -66.67% | -12.35% | 29:11 | 16:38 | 31:24 | 39:30 | 39:30 | 39:30 | 08:06 | 11:35 |
 | Pugna | 4 | 22.22% | 23.3 | 50.00% | +19.00% | 0.00% | +50.00% | 50.00% | 25:54 | 22:53 | 26:26 | 26:56 | 27:19 | 27:19 | 00:53 | 02:02 |
 | Undying | 5 | 5.75% | 22.2 | 60.00% | +21.80% | -10.00% | -60.00% | 0.00% | 29:54 | 16:22 | 30:07 | 33:36 | 36:45 | 36:45 | 06:38 | 07:55 |
 | Invoker | 9 | 12.50% | 21.1 | 44.44% | -1.41% | -11.11% | +55.56% | 5.97% | 35:36 | 21:10 | 32:25 | 36:07 | 43:35 | 49:14 | 11:10 | 08:11 |
 | Chen | 1 | 5.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Night Stalker | 4 | 10.81% | 18.9 | 50.00% | +7.39% | +50.00% | -50.00% | 0.00% | 36:46 | 30:52 | 31:46 | 36:20 | 48:04 | 48:04 | 16:18 | 07:54 |
 | Witch Doctor | 3 | 2.70% | 17.8 | 66.67% | +11.77% | +33.33% | -66.67% | 0.00% | 40:05 | 24:22 | 34:57 | 60:56 | 60:56 | 60:56 | 25:59 | 18:48 |
 | Broodmother | 2 | 22.22% | 16.7 | 50.00% | -4.37% | 0.00% | 0.00% | 0.00% | 31:30 | 16:29 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 21:13 |
 | Brewmaster | 6 | 11.32% | 15.6 | 33.33% | -7.11% | -33.33% | +66.67% | 0.00% | 23:20 | 08:14 | 18:59 | 27:59 | 37:23 | 37:23 | 18:24 | 11:52 |
 | Luna | 3 | 25.00% | 14.4 | 33.33% | +12.89% | -33.33% | +66.67% | 0.00% | 37:47 | 31:17 | 37:41 | 44:22 | 44:22 | 44:22 | 06:41 | 06:32 |
 | Treant Protector | 3 | 25.00% | 13.3 | 33.33% | -1.90% | +16.67% | -33.33% | -50.00% | 16:52 | 14:34 | 17:42 | 18:19 | 18:19 | 18:19 | 00:37 | 02:00 |
 | Templar Assassin | 2 | 4.55% | 12.2 | 50.00% | +3.22% | 0.00% | 0.00% | 0.00% | 38:55 | 30:43 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 11:35 |
 | Doom | 3 | 13.64% | 11.1 | 33.33% | -10.45% | -33.33% | +66.67% | 27.65% | 29:23 | 18:44 | 32:54 | 36:31 | 36:31 | 36:31 | 03:37 | 09:23 |
 | Spirit Breaker | 3 | 10.34% | 10.0 | 33.33% | -10.56% | +16.67% | -33.33% | 0.00% | 27:51 | 21:37 | 26:22 | 35:33 | 35:33 | 35:33 | 09:11 | 07:04 |
 | Dragon Knight | 3 | 6.67% | 8.9 | 33.33% | -29.86% | +16.67% | -33.33% | 0.00% | 10:31 | 06:31 | 09:37 | 15:26 | 15:26 | 15:26 | 05:49 | 04:31 |
 | Grimstroke | 2 | 1.26% | 7.8 | 50.00% | +8.31% | 0.00% | 0.00% | 0.00% | 36:55 | 24:31 | 49:18 | 49:18 | 49:18 | 49:18 | 00:00 | 17:31 |
 | Lina | 4 | 10.00% | 6.7 | 25.00% | -22.11% | +25.00% | -25.00% | -3.13% | 23:22 | 14:47 | 20:50 | 21:00 | 36:50 | 36:50 | 16:00 | 09:26 |
 | Lone Druid | 1 | 12.50% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 4.65% | 4.4 | 0.00% | -46.95% | 0.00% | 0.00% | 0.00% | 48:12 | 40:22 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 11:03 |
 | Spectre | 1 | 50.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |
 | Zeus | 2 | 18.18% | 2.2 | 0.00% | -48.45% | 0.00% | 0.00% | 0.00% | 40:21 | 38:36 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 02:28 |
 | Vengeful Spirit | 1 | 20.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |