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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 | |
 | Blink Dagger | 1634 | 38.36% | 73.0 | 54.16% | +21.73% | +1.59% | +0.50% | -0.09% | 24:04 | 07:37 | 17:22 | 22:09 | 28:56 | 1:09:11 | 08:34 |
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 | |
 | Dark Willow | 5 | 55.56% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 27:20 | 20:06 | 20:06 | 26:35 | 27:47 | 35:41 | 07:41 | 05:41 |
 | Medusa | 2 | 50.00% | 98.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 34:59 | 33:32 | 33:32 | 36:25 | 36:25 | 36:25 | 02:53 | 02:08 |
 | Nyx Assassin | 2 | 50.00% | 97.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:23 | 19:23 | 19:34 | 19:34 | 19:34 | 00:11 | 00:08 |
 | Bloodseeker | 10 | 47.62% | 96.6 | 90.00% | +8.18% | +10.00% | +10.00% | 0.00% | 31:06 | 21:12 | 29:37 | 32:14 | 33:26 | 36:43 | 03:49 | 02:49 |
 | Ember Spirit | 9 | 8.41% | 95.5 | 100.00% | +58.16% | 0.00% | 0.00% | 0.00% | 28:56 | 21:16 | 25:31 | 27:43 | 32:31 | 38:08 | 07:00 | 05:11 |
 | Axe | 4 | 100.00% | 94.4 | 75.00% | +75.00% | +25.00% | -75.00% | -20.34% | 12:52 | 09:28 | 09:28 | 11:39 | 14:23 | 15:59 | 04:55 | 03:38 |
 | Viper | 2 | 40.00% | 93.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 25:13 | 07:38 | 07:38 | 42:48 | 42:48 | 42:48 | 35:10 | 26:02 |
 | Death Prophet | 28 | 29.17% | 92.1 | 82.14% | +46.85% | +17.86% | +3.57% | -1.58% | 30:49 | 18:45 | 24:57 | 28:53 | 34:00 | 50:24 | 09:03 | 06:42 |
 | Disruptor | 46 | 27.06% | 91.0 | 80.43% | +29.62% | +11.24% | -16.79% | -1.53% | 33:26 | 16:44 | 24:09 | 29:03 | 42:31 | 1:02:12 | 18:22 | 13:36 |
 | Timbersaw | 31 | 59.62% | 89.9 | 77.42% | +48.85% | +10.08% | -2.42% | -1.30% | 31:07 | 16:40 | 26:30 | 31:34 | 36:09 | 46:43 | 09:39 | 07:08 |
 | Oracle | 1 | 50.00% | 88.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Sven | 10 | 90.91% | 87.6 | 70.00% | -30.00% | +30.00% | -70.00% | -7.22% | 23:02 | 16:45 | 16:47 | 19:49 | 30:38 | 36:45 | 13:51 | 10:15 |
 | Venomancer | 2 | 33.33% | 86.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 34:14 | 33:43 | 33:43 | 34:44 | 34:44 | 34:44 | 01:01 | 00:45 |
 | Slardar | 3 | 100.00% | 85.4 | 66.67% | +66.67% | +33.33% | 0.00% | -3.82% | 17:34 | 14:25 | 14:25 | 15:08 | 23:08 | 23:08 | 08:43 | 06:27 |
 | Doom | 58 | 95.08% | 84.3 | 65.52% | +65.52% | +7.81% | -15.52% | -6.86% | 20:16 | 12:31 | 18:10 | 19:36 | 21:34 | 29:41 | 03:24 | 02:31 |
 | Dark Seer | 16 | 66.67% | 83.1 | 68.75% | +18.75% | +31.25% | -43.75% | -9.41% | 24:03 | 16:15 | 19:32 | 21:54 | 27:30 | 33:19 | 07:58 | 05:54 |
 | Morphling | 5 | 8.93% | 82.0 | 100.00% | +43.14% | 0.00% | 0.00% | 0.00% | 42:02 | 31:55 | 31:55 | 43:07 | 44:57 | 57:03 | 13:02 | 09:39 |
 | Riki | 6 | 28.57% | 80.9 | 83.33% | +50.00% | +16.67% | -83.33% | -7.96% | 32:51 | 25:04 | 27:53 | 28:31 | 40:27 | 45:41 | 12:34 | 09:18 |
 | Dragon Knight | 58 | 98.31% | 79.8 | 62.07% | -37.93% | +17.93% | -19.21% | -17.27% | 12:52 | 09:30 | 11:22 | 12:40 | 13:31 | 22:17 | 02:09 | 01:35 |
 | Lion | 13 | 100.00% | 78.7 | 61.54% | +61.54% | -28.21% | +38.46% | 16.39% | 19:02 | 15:02 | 16:20 | 19:13 | 20:24 | 25:24 | 04:04 | 03:00 |
 | Pangolier | 92 | 86.79% | 77.5 | 59.78% | +38.35% | +14.13% | -7.61% | -3.99% | 21:45 | 12:27 | 17:24 | 19:41 | 22:51 | 47:12 | 05:27 | 04:02 |
 | Night Stalker | 9 | 56.25% | 76.4 | 66.67% | +38.10% | -66.67% | -16.67% | 11.19% | 23:54 | 13:40 | 21:02 | 24:34 | 25:30 | 32:57 | 04:28 | 03:18 |
 | Abaddon | 17 | 51.52% | 75.3 | 64.71% | +27.21% | +35.29% | -64.71% | -21.28% | 28:35 | 23:25 | 25:04 | 27:31 | 29:46 | 38:35 | 04:42 | 03:28 |
 | Templar Assassin | 41 | 91.11% | 74.2 | 56.10% | +31.10% | -6.10% | -26.10% | -2.74% | 19:07 | 08:50 | 13:41 | 17:22 | 20:59 | 41:05 | 07:18 | 05:24 |
 | Rubick | 111 | 56.63% | 73.0 | 57.66% | +29.42% | +3.05% | -14.80% | -1.76% | 29:31 | 14:37 | 23:47 | 28:51 | 33:54 | 53:26 | 10:07 | 07:29 |
 | Nature's Prophet | 5 | 4.27% | 71.9 | 100.00% | +58.04% | 0.00% | 0.00% | 0.00% | 38:38 | 23:54 | 23:54 | 35:05 | 44:19 | 54:57 | 20:25 | 15:07 |
 | Puck | 59 | 100.00% | 70.8 | 52.54% | +52.54% | +20.79% | -25.87% | -20.00% | 17:38 | 13:36 | 16:06 | 17:32 | 18:26 | 29:18 | 02:20 | 01:43 |
 | Tusk | 75 | 89.29% | 69.7 | 50.67% | +17.34% | -3.30% | -3.30% | 0.00% | 20:00 | 12:11 | 16:35 | 18:31 | 22:04 | 46:50 | 05:29 | 04:03 |
 | Tiny | 150 | 99.34% | 68.5 | 49.33% | +49.33% | +8.56% | -25.01% | -7.99% | 16:11 | 09:15 | 13:51 | 16:23 | 18:03 | 26:58 | 04:12 | 03:06 |
 | Beastmaster | 66 | 53.23% | 67.4 | 53.03% | +1.31% | +5.79% | +3.22% | -0.29% | 29:23 | 15:31 | 24:47 | 28:30 | 33:46 | 48:35 | 08:59 | 06:39 |
 | Alchemist | 34 | 91.89% | 66.3 | 50.00% | +50.00% | +27.78% | +12.50% | -3.27% | 21:40 | 14:08 | 18:29 | 20:36 | 23:09 | 43:14 | 04:40 | 03:27 |
 | Treant Protector | 35 | 68.63% | 65.2 | 51.43% | +26.43% | +4.13% | -18.10% | -3.46% | 26:20 | 15:45 | 22:44 | 26:00 | 29:10 | 39:34 | 06:26 | 04:45 |
 | Earthshaker | 29 | 93.55% | 64.0 | 48.28% | +48.28% | +8.86% | -33.99% | -6.41% | 20:18 | 10:42 | 17:02 | 19:36 | 23:43 | 31:41 | 06:41 | 04:57 |
 | Troll Warlord | 6 | 31.58% | 62.9 | 66.67% | +35.90% | +33.33% | -66.67% | 0.00% | 28:45 | 23:14 | 27:54 | 29:05 | 30:59 | 31:45 | 03:05 | 02:17 |
 | Pugna | 6 | 31.58% | 61.8 | 66.67% | -2.56% | -16.67% | -66.67% | -5.47% | 31:49 | 16:22 | 25:43 | 28:29 | 34:51 | 52:34 | 09:08 | 06:45 |
 | Chaos Knight | 17 | 54.84% | 60.7 | 52.94% | -4.20% | +47.06% | -52.94% | -12.27% | 21:32 | 15:55 | 17:12 | 21:39 | 25:21 | 28:10 | 08:09 | 06:02 |
 | Primal Beast | 58 | 66.67% | 59.6 | 48.28% | +6.90% | -1.61% | -12.57% | -1.71% | 25:08 | 10:21 | 21:21 | 23:34 | 27:45 | 39:15 | 06:24 | 04:44 |
 | Leshrac | 43 | 63.24% | 58.4 | 48.84% | -11.16% | -3.39% | -3.39% | 0.00% | 29:02 | 10:42 | 22:37 | 27:55 | 33:24 | 52:55 | 10:47 | 07:59 |
 | Tidehunter | 40 | 88.89% | 57.3 | 45.00% | -15.00% | +5.00% | +5.00% | 0.00% | 22:05 | 14:00 | 17:56 | 21:17 | 24:05 | 39:11 | 06:09 | 04:33 |
 | Batrider | 36 | 85.71% | 56.2 | 44.44% | +11.11% | -22.22% | +33.34% | 10.48% | 26:44 | 12:25 | 23:50 | 24:42 | 29:08 | 44:38 | 05:18 | 03:55 |
 | Magnus | 7 | 100.00% | 55.1 | 42.86% | +42.86% | +57.14% | -42.86% | -38.71% | 15:23 | 11:34 | 13:52 | 16:07 | 16:27 | 17:38 | 02:35 | 01:54 |
 | Enigma | 39 | 82.98% | 53.9 | 43.59% | -18.91% | -3.59% | +16.41% | 2.95% | 22:14 | 12:32 | 18:39 | 21:20 | 25:26 | 36:57 | 06:47 | 05:01 |
 | Ursa | 43 | 95.56% | 52.8 | 41.86% | +41.86% | +3.59% | -5.50% | -1.57% | 20:02 | 13:48 | 16:15 | 20:38 | 22:02 | 28:47 | 05:47 | 04:17 |
 | Shadow Fiend | 21 | 41.18% | 51.7 | 47.62% | +4.29% | +32.38% | -7.62% | -1.46% | 27:13 | 08:54 | 10:26 | 31:40 | 37:51 | 46:13 | 27:25 | 20:18 |
 | Sniper | 4 | 13.33% | 50.6 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 49:57 | 30:25 | 30:25 | 48:38 | 51:33 | 1:09:11 | 21:08 | 15:39 |
 | Pudge | 15 | 88.24% | 49.4 | 40.00% | +40.00% | -15.00% | +10.00% | 6.79% | 23:34 | 15:06 | 21:12 | 24:21 | 24:53 | 30:35 | 03:41 | 02:43 |
 | Drow Ranger | 15 | 21.74% | 48.3 | 53.33% | +14.44% | -3.33% | -28.33% | 0.00% | 41:25 | 30:43 | 36:44 | 40:39 | 41:36 | 60:19 | 04:52 | 03:36 |
 | Razor | 3 | 30.00% | 47.2 | 66.67% | +23.81% | +33.33% | 0.00% | -2.69% | 25:03 | 20:07 | 20:07 | 22:33 | 32:30 | 32:30 | 12:23 | 09:10 |
 | Marci | 15 | 40.54% | 46.1 | 46.67% | -7.88% | +28.33% | +3.33% | -2.80% | 28:29 | 22:19 | 23:31 | 27:14 | 32:27 | 36:51 | 08:56 | 06:37 |
 | Kunkka | 7 | 21.21% | 44.9 | 57.14% | -0.55% | -7.14% | -7.14% | 0.00% | 32:19 | 22:00 | 24:58 | 31:24 | 31:57 | 46:59 | 06:59 | 05:10 |
 | Snapfire | 24 | 20.87% | 43.8 | 45.83% | +6.27% | +20.84% | +4.17% | -1.62% | 31:46 | 12:23 | 23:13 | 27:46 | 33:30 | 1:08:16 | 10:17 | 07:37 |
 | Legion Commander | 3 | 100.00% | 42.7 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 18:50 | 17:33 | 17:33 | 17:57 | 21:00 | 21:00 | 03:27 | 02:33 |
 | Lycan | 2 | 4.17% | 41.6 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 27:31 | 22:01 | 22:01 | 33:01 | 33:01 | 33:01 | 11:00 | 08:08 |
 | Juggernaut | 1 | 14.29% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Terrorblade | 10 | 20.83% | 39.3 | 50.00% | +5.26% | +16.67% | 0.00% | -3.50% | 42:40 | 37:31 | 38:44 | 41:32 | 43:30 | 54:57 | 04:46 | 03:31 |
 | Wraith King | 9 | 90.00% | 38.2 | 33.33% | +33.33% | -33.33% | +66.67% | 28.99% | 23:11 | 18:03 | 20:27 | 21:58 | 23:54 | 34:37 | 03:27 | 02:33 |
 | Invoker | 20 | 68.97% | 37.1 | 35.00% | +1.67% | +5.00% | +5.00% | 0.00% | 27:05 | 16:21 | 21:51 | 23:50 | 28:45 | 49:06 | 06:54 | 05:06 |
 | Mars | 16 | 88.89% | 36.0 | 31.25% | +31.25% | +18.75% | -31.25% | -15.54% | 15:49 | 11:34 | 13:15 | 14:04 | 16:28 | 27:00 | 03:13 | 02:22 |
 | Monkey King | 2 | 2.90% | 34.8 | 100.00% | +41.79% | 0.00% | 0.00% | 0.00% | 46:23 | 43:21 | 43:21 | 49:25 | 49:25 | 49:25 | 06:04 | 04:29 |
 | Naga Siren | 5 | 12.50% | 33.7 | 60.00% | +8.57% | +40.00% | -60.00% | 0.00% | 37:37 | 30:17 | 30:17 | 36:38 | 38:19 | 47:58 | 08:02 | 05:57 |
 | Lina | 1 | 11.11% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Zeus | 10 | 40.00% | 31.5 | 40.00% | -13.33% | +60.00% | -40.00% | -13.42% | 31:22 | 21:16 | 27:05 | 31:21 | 34:32 | 42:41 | 07:27 | 05:31 |
 | Dawnbreaker | 7 | 36.84% | 30.3 | 42.86% | -15.47% | +7.14% | +57.14% | 4.75% | 32:31 | 18:41 | 21:10 | 31:14 | 31:41 | 53:06 | 10:31 | 07:47 |
 | Centaur Warrunner | 29 | 96.67% | 29.2 | 27.59% | +27.59% | +15.27% | -13.30% | -10.26% | 14:32 | 09:53 | 13:02 | 14:33 | 15:49 | 19:05 | 02:47 | 02:03 |
 | Outworld Destroyer | 10 | 83.33% | 28.1 | 30.00% | -20.00% | +3.33% | -30.00% | -11.69% | 21:44 | 15:39 | 20:48 | 21:21 | 23:39 | 25:57 | 02:51 | 02:06 |
 | Crystal Maiden | 3 | 11.54% | 27.0 | 66.67% | +31.89% | +33.33% | 0.00% | -0.81% | 42:39 | 15:33 | 15:33 | 55:55 | 56:30 | 56:30 | 40:57 | 30:20 |
 | Hoodwink | 17 | 38.64% | 25.8 | 35.29% | +1.96% | -10.29% | +14.71% | 2.00% | 27:09 | 18:19 | 20:19 | 24:36 | 32:48 | 43:46 | 12:29 | 09:14 |
 | Mirana | 2 | 1.68% | 24.7 | 100.00% | +39.32% | 0.00% | 0.00% | 0.00% | 35:33 | 33:38 | 33:38 | 37:28 | 37:28 | 37:28 | 03:50 | 02:50 |
 | Lich | 1 | 7.69% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |
 | Tinker | 9 | 100.00% | 22.5 | 22.22% | +22.22% | -22.22% | -22.22% | 0.00% | 10:01 | 07:37 | 08:02 | 09:39 | 11:15 | 13:11 | 03:13 | 02:22 |
 | Lifestealer | 1 | 5.88% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Shadow Demon | 7 | 50.00% | 20.2 | 28.57% | -14.29% | +21.43% | -28.57% | -5.03% | 36:44 | 22:33 | 29:59 | 36:36 | 39:56 | 53:01 | 09:57 | 07:22 |
 | Clockwerk | 3 | 2.50% | 19.1 | 66.67% | +9.41% | +33.33% | 0.00% | 0.00% | 38:10 | 31:11 | 31:11 | 34:20 | 48:58 | 48:58 | 17:47 | 13:10 |
 | Undying | 3 | 2.42% | 18.0 | 66.67% | +18.74% | +33.33% | 0.00% | 0.00% | 31:03 | 21:01 | 21:01 | 36:00 | 36:07 | 36:07 | 15:06 | 11:11 |
 | Underlord | 2 | 20.00% | 16.9 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 30:29 | 27:58 | 27:58 | 33:00 | 33:00 | 33:00 | 05:02 | 03:43 |
 | Keeper of the Light | 1 | 2.13% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Storm Spirit | 5 | 5.88% | 14.6 | 40.00% | -16.25% | +60.00% | -40.00% | -8.84% | 33:41 | 22:43 | 22:43 | 32:32 | 34:02 | 47:51 | 11:19 | 08:22 |
 | Witch Doctor | 4 | 36.36% | 13.5 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 28:15 | 09:55 | 09:55 | 21:26 | 29:46 | 51:53 | 19:51 | 14:42 |
 | Skywrath Mage | 3 | 15.79% | 12.4 | 33.33% | +2.08% | -33.33% | 0.00% | 1.92% | 28:17 | 21:42 | 21:42 | 24:04 | 39:06 | 39:06 | 17:24 | 12:53 |
 | Grimstroke | 1 | 16.67% | 11.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Windranger | 1 | 50.00% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Arc Warden | 1 | 100.00% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 12.50% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 50:51 | 00:00 | 00:00 |
 | Meepo | 1 | 33.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Brewmaster | 4 | 57.14% | 5.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 18:09 | 11:25 | 11:25 | 12:51 | 16:45 | 31:34 | 05:20 | 03:57 |
 | Jakiro | 2 | 8.00% | 4.5 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 34:54 | 27:12 | 27:12 | 42:36 | 42:36 | 42:36 | 15:24 | 11:24 |
 | Sand King | 2 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:36 | 09:34 | 09:34 | 11:37 | 11:37 | 11:37 | 02:03 | 01:31 |
 | Omniknight | 1 | 33.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 00:00 | 00:00 |