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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.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Satanic | 24 | 18.32% | 100.0 | 83.33% | +42.21% | 0.00% | -16.66% | 0.00% | 36:55 | 24:27 | 32:04 | 36:04 | 41:13 | 58:46 | 09:09 | 06:46 |
 | Eye of Skadi | 17 | 12.98% | 97.9 | 76.47% | +31.73% | +23.53% | -26.47% | 0.00% | 37:09 | 28:32 | 30:50 | 34:44 | 43:13 | 50:41 | 12:23 | 09:10 |
 | Wind Lace | 18 | 13.74% | 95.8 | 72.22% | +27.09% | -12.22% | +27.78% | 0.00% | 09:27 | 03:02 | 06:47 | 08:17 | 12:10 | 22:55 | 05:23 | 03:59 |
 | Mjollnir | 49 | 37.40% | 93.8 | 59.18% | +16.50% | -9.18% | -9.18% | 0.00% | 26:31 | 17:15 | 21:46 | 25:35 | 30:22 | 55:16 | 08:36 | 06:22 |
 | Javelin | 79 | 60.31% | 91.7 | 54.43% | +14.05% | +15.57% | -4.43% | -3.17% | 13:59 | 06:34 | 08:44 | 10:58 | 15:03 | 55:09 | 06:19 | 04:40 |
 | Morbid Mask | 77 | 58.78% | 89.6 | 54.55% | +13.81% | -12.44% | +24.40% | 6.06% | 14:57 | 05:54 | 08:27 | 10:12 | 14:32 | 58:17 | 06:05 | 04:30 |
 | Hurricane Pike | 117 | 89.31% | 87.5 | 51.28% | +22.71% | +10.79% | +0.44% | -2.08% | 21:08 | 13:37 | 18:07 | 19:53 | 23:06 | 43:35 | 04:59 | 03:41 |
 | Swift Blink | 12 | 9.16% | 85.4 | 75.00% | +28.78% | +25.00% | -41.67% | 0.00% | 52:12 | 38:02 | 46:17 | 50:27 | 58:43 | 1:09:11 | 12:26 | 09:12 |
 | Force Staff | 118 | 90.08% | 83.3 | 50.85% | +20.08% | +2.48% | +0.87% | -0.32% | 20:26 | 13:11 | 17:28 | 19:07 | 22:27 | 42:22 | 04:59 | 03:41 |
 | Black King Bar | 90 | 68.70% | 81.3 | 52.22% | +10.76% | +17.35% | -15.86% | -4.92% | 27:15 | 18:26 | 22:35 | 25:25 | 29:20 | 51:28 | 06:45 | 05:00 |
 | Fluffy Hat | 119 | 90.84% | 79.2 | 50.42% | +17.09% | -0.42% | -0.42% | 0.00% | 19:31 | 09:12 | 15:37 | 18:17 | 22:20 | 42:22 | 06:43 | 04:58 |
 | Maelstrom | 69 | 52.67% | 77.1 | 53.62% | +10.07% | -0.68% | -6.56% | -1.61% | 14:19 | 09:49 | 11:34 | 12:51 | 15:13 | 55:09 | 03:39 | 02:42 |
 | Dragon Lance | 129 | 98.47% | 75.0 | 49.61% | +49.61% | +9.77% | -12.11% | -6.91% | 14:26 | 08:04 | 12:48 | 14:30 | 15:58 | 22:12 | 03:10 | 02:20 |
 | Ring of Health | 26 | 19.85% | 72.9 | 61.54% | +15.83% | -4.40% | +5.13% | 0.77% | 35:20 | 19:37 | 28:43 | 33:04 | 41:08 | 58:03 | 12:25 | 09:11 |
 | Void Stone | 26 | 19.85% | 70.8 | 61.54% | +15.83% | -4.40% | +5.13% | 0.75% | 35:28 | 19:37 | 28:44 | 33:04 | 41:22 | 58:03 | 12:38 | 09:21 |
 | Boots of Speed | 131 | 100.00% | 68.8 | 48.85% | +48.85% | -0.37% | -6.43% | -3.31% | 03:54 | 01:05 | 02:49 | 03:45 | 04:39 | 09:25 | 01:50 | 01:21 |
 | Power Treads | 131 | 100.00% | 66.7 | 48.85% | +48.85% | +11.76% | -3.40% | -10.22% | 06:32 | 04:25 | 05:42 | 06:20 | 07:11 | 10:44 | 01:29 | 01:05 |
 | Magic Wand | 62 | 47.33% | 64.6 | 51.61% | +5.23% | +10.89% | +1.72% | -1.50% | 06:52 | -01:29 | 03:59 | 06:33 | 10:07 | 17:12 | 06:08 | 04:32 |
 | Blink Dagger | 17 | 12.98% | 62.5 | 64.71% | +18.22% | -14.71% | -14.71% | 0.00% | 45:30 | 30:09 | 31:34 | 48:30 | 51:33 | 1:09:11 | 19:59 | 14:48 |
 | Wraith Band | 106 | 80.92% | 60.4 | 47.17% | -8.83% | +4.68% | -4.86% | -8.42% | 02:23 | -01:29 | 01:30 | 01:55 | 02:38 | 08:33 | 01:08 | 00:50 |
 | Crystalys | 85 | 64.89% | 58.3 | 48.24% | -1.76% | +4.14% | -0.62% | -0.61% | 28:15 | 15:23 | 24:16 | 27:54 | 32:05 | 52:10 | 07:49 | 05:47 |
 | Quelling Blade | 48 | 36.64% | 56.3 | 52.08% | +5.09% | +6.25% | +6.25% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 09:19 | 00:00 | 00:00 |
 | Magic Stick | 70 | 53.44% | 54.2 | 48.57% | -0.61% | +12.54% | -7.39% | -19.93% | 00:55 | -01:29 | -01:29 | -01:29 | 01:47 | 16:59 | 03:16 | 02:25 |
 | Shadow Blade | 49 | 37.40% | 52.1 | 51.02% | +3.46% | -17.69% | -9.35% | 0.94% | 30:19 | 18:26 | 25:40 | 30:26 | 34:31 | 50:10 | 08:51 | 06:33 |
 | Monkey King Bar | 18 | 13.74% | 50.0 | 61.11% | +14.21% | +18.89% | -11.11% | 0.00% | 34:43 | 23:25 | 29:11 | 32:20 | 39:51 | 47:49 | 10:40 | 07:54 |
 | Silver Edge | 44 | 33.59% | 47.9 | 50.00% | +1.72% | +13.64% | -22.73% | -4.37% | 32:44 | 23:30 | 27:22 | 32:44 | 35:41 | 52:26 | 08:19 | 06:09 |
 | Mask of Madness | 64 | 48.85% | 45.8 | 46.88% | -3.87% | +3.12% | +15.62% | 5.40% | 12:04 | 07:19 | 09:52 | 10:42 | 12:11 | 41:44 | 02:19 | 01:42 |
 | Moon Shard | 8 | 6.11% | 43.8 | 75.00% | +27.85% | +25.00% | -25.00% | 0.00% | 49:00 | 27:47 | 41:15 | 45:23 | 56:49 | 1:07:09 | 15:34 | 11:31 |
 | Linken's Sphere | 28 | 21.37% | 41.7 | 53.57% | +6.00% | +3.57% | -10.71% | -1.19% | 35:20 | 19:43 | 29:29 | 33:51 | 41:30 | 51:49 | 12:01 | 08:54 |
 | Daedalus | 27 | 20.61% | 39.6 | 51.85% | +3.77% | +5.29% | -23.28% | -3.22% | 32:23 | 23:43 | 28:29 | 33:22 | 37:21 | 41:32 | 08:52 | 06:34 |
 | Aghanim's Shard | 42 | 32.06% | 37.5 | 42.86% | -8.83% | +11.69% | +7.14% | -0.26% | 29:29 | 15:56 | 21:00 | 26:52 | 38:24 | 51:44 | 17:24 | 12:53 |
 | Butterfly | 12 | 9.16% | 35.4 | 58.33% | +10.43% | +8.34% | -25.00% | 0.00% | 36:52 | 28:39 | 32:20 | 33:16 | 38:47 | 52:10 | 06:27 | 04:46 |
 | Gleipnir | 2 | 1.53% | 33.3 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 29:07 | 26:56 | 26:56 | 31:18 | 31:18 | 31:18 | 04:22 | 03:14 |
 | Crown | 2 | 1.53% | 31.3 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 28:38 | 26:33 | 26:33 | 30:43 | 30:43 | 30:43 | 04:10 | 03:05 |
 | Aeon Disk | 2 | 1.53% | 29.2 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 44:56 | 42:46 | 42:46 | 47:06 | 47:06 | 47:06 | 04:20 | 03:12 |
 | Rod of Atos | 2 | 1.53% | 27.1 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 28:38 | 26:33 | 26:33 | 30:43 | 30:43 | 30:43 | 04:10 | 03:05 |
 | Divine Rapier | 6 | 4.58% | 25.0 | 50.00% | +1.20% | -50.00% | -50.00% | 0.00% | 55:31 | 40:50 | 47:52 | 53:36 | 60:18 | 1:13:50 | 12:26 | 09:12 |
 | Refresher Orb | 1 | 0.76% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 00:00 | 00:00 |
 | Bottle | 1 | 0.76% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.76% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.53% | 16.7 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 58:19 | 51:24 | 51:24 | 1:05:13 | 1:05:13 | 1:05:13 | 13:49 | 10:14 |
 | Disperser | 2 | 1.53% | 14.6 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 30:05 | 19:18 | 19:18 | 40:52 | 40:52 | 40:52 | 21:34 | 15:58 |
 | Aghanim's Scepter | 3 | 2.29% | 12.5 | 33.33% | -15.89% | -33.33% | 0.00% | 0.00% | 48:49 | 29:51 | 29:51 | 51:24 | 1:05:13 | 1:05:13 | 35:22 | 26:11 |
 | Diffusal Blade | 4 | 3.05% | 10.4 | 25.00% | -24.61% | +75.00% | -25.00% | 0.00% | 27:32 | 11:38 | 11:38 | 12:47 | 37:14 | 48:27 | 25:36 | 18:57 |
 | Desolator | 5 | 3.82% | 8.3 | 20.00% | -30.00% | -20.00% | +80.00% | 0.00% | 24:40 | 16:44 | 16:44 | 19:42 | 27:26 | 40:04 | 10:42 | 07:55 |
 | Hand of Midas | 1 | 0.76% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Blight Stone | 4 | 3.05% | 4.2 | 0.00% | -50.39% | 0.00% | 0.00% | 0.00% | 19:49 | 14:26 | 14:26 | 19:04 | 19:21 | 26:23 | 04:55 | 03:38 |
 | Cornucopia | 3 | 2.29% | 2.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 38:05 | 29:29 | 29:29 | 42:05 | 42:41 | 42:41 | 13:12 | 09:46 |