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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 | |
 | Octarine Core | 1699 | 6.35% | 94.7 | 64.92% | +16.90% | -7.04% | +0.96% | 0.55% | 33:19 | 09:59 | 25:30 | 33:02 | 40:10 | 1:23:45 | 10:51 |
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 | |
 | Riki | 17 | 10.69% | 100.0 | 88.24% | +33.31% | +11.76% | +11.76% | 0.00% | 40:06 | 25:16 | 28:44 | 38:38 | 44:37 | 1:05:28 | 15:53 | 11:45 |
 | Puck | 104 | 37.55% | 98.8 | 69.23% | +32.81% | +3.85% | -11.54% | -2.13% | 35:08 | 25:28 | 31:16 | 33:42 | 38:29 | 49:27 | 07:13 | 05:20 |
 | Mars | 8 | 3.52% | 97.5 | 100.00% | +62.56% | 0.00% | 0.00% | 0.00% | 36:46 | 30:44 | 31:47 | 34:05 | 40:14 | 45:28 | 08:27 | 06:15 |
 | Dazzle | 8 | 16.67% | 96.3 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 31:53 | 22:16 | 26:49 | 30:56 | 34:09 | 40:55 | 07:20 | 05:25 |
 | Kunkka | 14 | 7.78% | 95.0 | 85.71% | +39.32% | -10.71% | -19.04% | -1.01% | 39:53 | 26:54 | 32:01 | 34:01 | 40:14 | 1:16:14 | 08:13 | 06:05 |
 | Brewmaster | 25 | 17.12% | 93.8 | 76.00% | +27.24% | -26.00% | +7.33% | 3.71% | 34:13 | 21:00 | 27:34 | 32:34 | 36:33 | 1:15:12 | 08:59 | 06:39 |
 | Death Prophet | 19 | 5.29% | 92.5 | 84.21% | +40.68% | -4.21% | -4.21% | 0.00% | 32:41 | 14:24 | 27:09 | 34:16 | 36:50 | 55:43 | 09:41 | 07:10 |
 | Pangolier | 113 | 17.30% | 91.3 | 68.14% | +18.88% | +14.00% | -11.00% | -2.65% | 38:20 | 21:13 | 33:15 | 37:40 | 42:42 | 57:51 | 09:27 | 07:00 |
 | Beastmaster | 60 | 10.19% | 90.0 | 71.67% | +21.58% | -5.00% | -5.00% | 0.00% | 36:08 | 22:24 | 31:12 | 34:48 | 40:21 | 56:01 | 09:09 | 06:46 |
 | Earthshaker | 51 | 25.89% | 88.8 | 68.63% | +18.63% | -14.78% | -7.09% | 0.70% | 40:55 | 19:58 | 34:48 | 38:34 | 45:51 | 1:18:12 | 11:03 | 08:11 |
 | Dragon Knight | 25 | 12.14% | 87.5 | 76.00% | +29.59% | +7.33% | -9.33% | -2.25% | 40:52 | 34:08 | 35:57 | 40:17 | 43:21 | 51:13 | 07:24 | 05:28 |
 | Doom | 312 | 58.21% | 86.3 | 61.54% | +23.15% | +5.13% | -1.28% | -0.51% | 24:22 | 09:59 | 17:07 | 24:31 | 29:42 | 54:45 | 12:35 | 09:19 |
 | Rubick | 48 | 4.73% | 85.0 | 72.92% | +27.00% | +2.08% | -6.25% | -0.52% | 42:26 | 19:05 | 33:20 | 42:26 | 49:20 | 1:01:10 | 16:00 | 11:51 |
 | Hoodwink | 9 | 5.00% | 83.8 | 88.89% | +52.05% | +11.11% | +11.11% | 0.00% | 42:59 | 36:53 | 38:30 | 41:47 | 46:45 | 50:24 | 08:15 | 06:06 |
 | Enigma | 29 | 15.85% | 82.5 | 68.97% | +26.76% | -11.83% | +16.74% | 2.34% | 33:14 | 11:43 | 26:37 | 33:37 | 38:50 | 58:33 | 12:13 | 09:02 |
 | Invoker | 40 | 18.96% | 81.3 | 65.00% | +22.31% | -15.00% | +15.00% | 1.16% | 32:39 | 14:29 | 16:50 | 34:39 | 42:48 | 56:42 | 25:58 | 19:14 |
 | Timbersaw | 96 | 27.83% | 80.0 | 58.33% | +10.14% | +12.50% | -4.16% | -0.94% | 26:24 | 12:34 | 15:37 | 25:49 | 33:16 | 59:46 | 17:39 | 13:04 |
 | Batrider | 191 | 40.13% | 78.8 | 55.50% | +9.18% | -13.83% | +0.75% | 0.84% | 26:18 | 10:38 | 15:57 | 28:09 | 33:14 | 1:02:17 | 17:17 | 12:48 |
 | Ember Spirit | 28 | 4.40% | 77.5 | 71.43% | +24.06% | +14.28% | -28.57% | -2.58% | 41:19 | 17:48 | 30:30 | 42:54 | 47:08 | 1:09:46 | 16:38 | 12:19 |
 | Arc Warden | 9 | 37.50% | 76.3 | 66.67% | +40.00% | +33.33% | -16.67% | -19.35% | 28:15 | 24:03 | 26:37 | 28:17 | 29:12 | 32:47 | 02:35 | 01:54 |
 | Magnus | 11 | 4.06% | 75.0 | 81.82% | +36.44% | +18.18% | -15.15% | 0.00% | 36:23 | 24:32 | 28:45 | 34:44 | 41:00 | 47:52 | 12:15 | 09:04 |
 | Dark Willow | 13 | 6.10% | 73.8 | 76.92% | +26.92% | -10.25% | -10.25% | 0.00% | 47:02 | 29:09 | 39:58 | 42:01 | 53:05 | 1:12:23 | 13:07 | 09:42 |
 | Earth Spirit | 46 | 26.59% | 72.5 | 58.70% | +16.18% | -17.03% | +23.12% | 3.22% | 30:21 | 11:42 | 22:28 | 27:35 | 34:55 | 1:02:23 | 12:27 | 09:13 |
 | Tidehunter | 8 | 3.32% | 71.3 | 87.50% | +39.43% | -37.50% | +12.50% | 0.00% | 36:06 | 30:50 | 32:28 | 34:55 | 36:32 | 42:38 | 04:04 | 03:00 |
 | Queen of Pain | 25 | 13.30% | 70.0 | 64.00% | +17.37% | +19.33% | -30.67% | -3.71% | 39:51 | 26:31 | 33:02 | 38:01 | 46:31 | 1:03:12 | 13:29 | 09:59 |
 | Spirit Breaker | 62 | 24.03% | 68.8 | 54.84% | +9.43% | +20.16% | -8.17% | -2.21% | 26:18 | 12:39 | 19:11 | 22:06 | 32:01 | 1:05:20 | 12:50 | 09:30 |
 | Pugna | 14 | 7.04% | 67.5 | 71.43% | +19.00% | +28.57% | -4.76% | -3.18% | 29:46 | 17:16 | 21:20 | 24:07 | 31:49 | 1:11:39 | 10:29 | 07:45 |
 | Keeper of the Light | 57 | 17.01% | 66.3 | 56.14% | +6.50% | -6.14% | -6.14% | 0.00% | 36:07 | 17:46 | 27:20 | 33:26 | 39:28 | 1:23:45 | 12:08 | 08:59 |
 | Void Spirit | 7 | 2.48% | 65.0 | 85.71% | +32.98% | +14.29% | +14.29% | 0.00% | 43:16 | 27:56 | 32:19 | 39:54 | 44:24 | 1:02:11 | 12:05 | 08:57 |
 | Zeus | 34 | 40.48% | 63.8 | 50.00% | +24.00% | -5.56% | -12.50% | -0.68% | 33:45 | 17:56 | 27:32 | 33:27 | 37:43 | 53:04 | 10:11 | 07:32 |
 | Tusk | 16 | 3.51% | 62.5 | 68.75% | +23.52% | +6.25% | -18.75% | -1.88% | 47:30 | 30:24 | 38:24 | 45:51 | 51:41 | 1:14:52 | 13:17 | 09:50 |
 | Dark Seer | 17 | 6.07% | 61.3 | 64.71% | +14.14% | -14.71% | +10.29% | 0.00% | 32:36 | 12:51 | 28:02 | 33:30 | 36:47 | 41:13 | 08:45 | 06:28 |
 | Tiny | 9 | 1.67% | 60.0 | 77.78% | +29.20% | +22.22% | -27.78% | 0.00% | 49:53 | 36:26 | 37:15 | 46:04 | 52:31 | 1:14:20 | 15:16 | 11:18 |
 | Skywrath Mage | 6 | 1.92% | 58.8 | 83.33% | +32.68% | +16.67% | +16.67% | 0.00% | 47:50 | 43:50 | 45:40 | 46:12 | 49:18 | 54:12 | 03:38 | 02:41 |
 | Primal Beast | 8 | 2.03% | 57.5 | 75.00% | +25.52% | -25.00% | +25.00% | 0.00% | 37:51 | 18:18 | 30:03 | 33:46 | 37:21 | 59:55 | 07:18 | 05:24 |
 | Necrophos | 2 | 5.56% | 56.3 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 41:59 | 39:20 | 39:20 | 44:37 | 44:37 | 44:37 | 05:17 | 03:54 |
 | Legion Commander | 5 | 3.25% | 55.0 | 80.00% | +28.32% | +20.00% | +20.00% | 0.00% | 51:03 | 32:33 | 32:33 | 52:09 | 56:45 | 1:07:20 | 24:12 | 17:55 |
 | Lich | 3 | 1.66% | 53.8 | 100.00% | +53.37% | 0.00% | 0.00% | 0.00% | 60:40 | 42:47 | 42:47 | 1:04:19 | 1:14:55 | 1:14:55 | 32:08 | 23:48 |
 | Lina | 3 | 1.63% | 52.5 | 100.00% | +48.07% | 0.00% | 0.00% | 0.00% | 38:17 | 37:54 | 37:54 | 38:16 | 38:41 | 38:41 | 00:47 | 00:34 |
 | Windranger | 7 | 3.40% | 51.3 | 71.43% | +30.73% | +28.57% | +28.57% | 0.00% | 41:47 | 25:46 | 26:53 | 42:10 | 48:41 | 58:27 | 21:48 | 16:08 |
 | Techies | 23 | 5.64% | 50.0 | 52.17% | -3.67% | +14.50% | -2.17% | -1.69% | 42:31 | 29:53 | 34:42 | 40:00 | 44:35 | 1:13:32 | 09:53 | 07:19 |
 | Underlord | 5 | 2.53% | 48.8 | 80.00% | +31.81% | +20.00% | +20.00% | 0.00% | 45:06 | 40:36 | 40:36 | 45:49 | 46:01 | 50:51 | 05:25 | 04:00 |
 | Snapfire | 13 | 2.59% | 47.5 | 61.54% | +14.30% | -28.21% | +5.13% | 0.00% | 40:56 | 27:22 | 31:11 | 38:47 | 45:29 | 1:02:12 | 14:18 | 10:35 |
 | Weaver | 2 | 4.00% | 46.3 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 41:12 | 40:07 | 40:07 | 42:17 | 42:17 | 42:17 | 02:10 | 01:36 |
 | Crystal Maiden | 3 | 1.08% | 45.0 | 100.00% | +51.45% | 0.00% | 0.00% | 0.00% | 50:49 | 41:59 | 41:59 | 44:28 | 1:06:00 | 1:06:00 | 24:01 | 17:47 |
 | Nature's Prophet | 3 | 0.67% | 43.8 | 100.00% | +49.89% | 0.00% | 0.00% | 0.00% | 51:15 | 41:06 | 41:06 | 45:57 | 1:06:43 | 1:06:43 | 25:37 | 18:58 |
 | Outworld Destroyer | 5 | 10.42% | 42.5 | 60.00% | +8.84% | -60.00% | +40.00% | 0.00% | 38:21 | 31:44 | 31:44 | 33:51 | 38:33 | 55:37 | 06:49 | 05:02 |
 | Jakiro | 2 | 1.90% | 41.3 | 100.00% | +61.17% | 0.00% | 0.00% | 0.00% | 57:08 | 52:37 | 52:37 | 1:01:38 | 1:01:38 | 1:01:38 | 09:01 | 06:40 |
 | Axe | 11 | 15.71% | 40.0 | 45.45% | +1.38% | +21.22% | -12.12% | -4.24% | 39:02 | 21:48 | 32:47 | 36:53 | 40:39 | 58:49 | 07:52 | 05:49 |
 | Dawnbreaker | 2 | 1.02% | 38.8 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 36:22 | 33:26 | 33:26 | 39:18 | 39:18 | 39:18 | 05:52 | 04:20 |
 | Broodmother | 7 | 3.00% | 37.5 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 42:13 | 24:21 | 41:17 | 42:38 | 45:00 | 52:43 | 03:43 | 02:45 |
 | Silencer | 2 | 0.52% | 36.3 | 100.00% | +53.65% | 0.00% | 0.00% | 0.00% | 48:59 | 40:09 | 40:09 | 57:48 | 57:48 | 57:48 | 17:39 | 13:04 |
 | Treant Protector | 2 | 0.49% | 35.0 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 42:35 | 40:38 | 40:38 | 44:31 | 44:31 | 44:31 | 03:53 | 02:52 |
 | Shadow Demon | 8 | 3.02% | 33.8 | 50.00% | +4.47% | 0.00% | 0.00% | 0.00% | 55:14 | 40:34 | 44:38 | 54:15 | 59:20 | 1:14:38 | 14:42 | 10:53 |
 | Leshrac | 5 | 2.06% | 32.5 | 60.00% | +2.44% | +40.00% | -60.00% | 0.00% | 46:33 | 27:35 | 27:35 | 42:59 | 56:51 | 1:04:06 | 29:16 | 21:40 |
 | Centaur Warrunner | 3 | 2.19% | 31.3 | 66.67% | +29.36% | +33.33% | 0.00% | 0.00% | 42:15 | 37:53 | 37:53 | 39:34 | 49:19 | 49:19 | 11:26 | 08:28 |
 | Tinker | 1 | 2.70% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 2.33% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Medusa | 3 | 1.29% | 27.5 | 66.67% | +14.93% | -66.67% | 0.00% | 0.00% | 28:27 | 27:34 | 27:34 | 28:44 | 29:02 | 29:02 | 01:28 | 01:05 |
 | Sand King | 2 | 15.38% | 26.3 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 41:45 | 31:41 | 31:41 | 51:49 | 51:49 | 51:49 | 20:08 | 14:54 |
 | Warlock | 1 | 1.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 0.96% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Mirana | 3 | 0.56% | 22.5 | 66.67% | +12.31% | -66.67% | 0.00% | 0.00% | 1:02:49 | 55:22 | 55:22 | 1:06:08 | 1:06:57 | 1:06:57 | 11:35 | 08:34 |
 | Phantom Lancer | 5 | 6.49% | 21.3 | 40.00% | -14.17% | -40.00% | -40.00% | 0.00% | 41:38 | 34:04 | 34:04 | 37:09 | 42:36 | 58:22 | 08:32 | 06:19 |
 | Chaos Knight | 1 | 0.62% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Lion | 1 | 0.61% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 1:04:59 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.33% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.23% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 00:00 | 00:00 |
 | Undying | 1 | 0.20% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Omniknight | 2 | 5.00% | 13.8 | 50.00% | -5.26% | +50.00% | 0.00% | 0.00% | 38:05 | 28:49 | 28:49 | 47:20 | 47:20 | 47:20 | 18:31 | 13:42 |
 | Disruptor | 1 | 0.19% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 1:14:26 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 2.50% | 11.3 | 50.00% | -1.28% | +50.00% | 0.00% | 0.00% | 1:11:14 | 1:09:45 | 1:09:45 | 1:12:42 | 1:12:42 | 1:12:42 | 02:57 | 02:11 |
 | Venomancer | 2 | 1.54% | 10.0 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 44:27 | 36:12 | 36:12 | 52:42 | 52:42 | 52:42 | 16:30 | 12:13 |
 | Alchemist | 2 | 1.24% | 8.8 | 50.00% | +2.20% | -50.00% | 0.00% | 0.00% | 30:24 | 29:16 | 29:16 | 31:31 | 31:31 | 31:31 | 02:15 | 01:40 |
 | Lycan | 2 | 1.07% | 7.5 | 50.00% | -5.14% | -50.00% | 0.00% | 0.00% | 55:01 | 47:51 | 47:51 | 1:02:11 | 1:02:11 | 1:02:11 | 14:20 | 10:37 |
 | Vengeful Spirit | 2 | 1.03% | 6.3 | 50.00% | +6.77% | -50.00% | 0.00% | 0.00% | 39:04 | 28:42 | 28:42 | 49:25 | 49:25 | 49:25 | 20:43 | 15:20 |
 | Grimstroke | 3 | 2.16% | 5.0 | 33.33% | -14.46% | -33.33% | 0.00% | 0.00% | 51:55 | 34:27 | 34:27 | 49:18 | 1:12:00 | 1:12:00 | 37:33 | 27:48 |
 | Ursa | 3 | 1.58% | 3.8 | 33.33% | -11.59% | -33.33% | 0.00% | 0.00% | 41:32 | 37:31 | 37:31 | 43:25 | 43:39 | 43:39 | 06:08 | 04:32 |
 | Oracle | 2 | 1.80% | 2.5 | 0.00% | -52.29% | 0.00% | 0.00% | 0.00% | 54:54 | 53:16 | 53:16 | 56:32 | 56:32 | 56:32 | 03:16 | 02:25 |
 | Naga Siren | 1 | 0.38% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |