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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 | |
 | Blink Dagger | 19 | 15.83% | 100.0 | 89.47% | +37.98% | +10.53% | -9.47% | -1.51% | 33:03 | 14:49 | 25:07 | 33:17 | 38:23 | 44:00 | 13:16 | 09:49 |
 | Swift Blink | 12 | 10.00% | 97.8 | 91.67% | +37.97% | +8.33% | +8.33% | 0.00% | 38:33 | 31:28 | 34:39 | 38:19 | 41:14 | 44:26 | 06:35 | 04:52 |
 | Hurricane Pike | 18 | 15.00% | 95.7 | 83.33% | +30.39% | +16.67% | -33.33% | -9.32% | 34:53 | 29:03 | 31:15 | 34:56 | 36:37 | 46:14 | 05:22 | 03:58 |
 | Aghanim's Scepter | 18 | 15.00% | 93.5 | 83.33% | +30.39% | +16.67% | -8.33% | -4.31% | 28:29 | 18:56 | 24:45 | 27:23 | 30:33 | 48:20 | 05:48 | 04:17 |
 | Force Staff | 18 | 15.00% | 91.3 | 83.33% | +30.39% | +16.67% | -33.33% | -9.71% | 34:07 | 26:32 | 30:58 | 33:47 | 36:07 | 46:14 | 05:09 | 03:48 |
 | Fluffy Hat | 18 | 15.00% | 89.1 | 83.33% | +30.39% | +16.67% | -33.33% | -9.74% | 34:07 | 26:32 | 30:58 | 33:47 | 36:06 | 46:14 | 05:08 | 03:48 |
 | Daedalus | 45 | 37.50% | 87.0 | 73.33% | +25.33% | +17.58% | -27.88% | -5.96% | 32:27 | 23:43 | 27:54 | 31:40 | 35:32 | 48:59 | 07:38 | 05:39 |
 | Eye of Skadi | 104 | 86.67% | 84.8 | 63.46% | +44.71% | +28.85% | -25.00% | -14.89% | 23:08 | 16:58 | 21:06 | 23:08 | 24:43 | 30:20 | 03:37 | 02:40 |
 | Crystalys | 77 | 64.17% | 82.6 | 62.34% | +13.50% | +16.61% | -30.76% | -6.36% | 28:46 | 21:04 | 24:40 | 27:36 | 32:07 | 50:04 | 07:27 | 05:31 |
 | Black King Bar | 42 | 35.00% | 80.4 | 66.67% | +14.11% | +6.06% | +13.33% | 1.14% | 32:12 | 24:20 | 28:52 | 30:46 | 35:14 | 55:12 | 06:22 | 04:42 |
 | Manta Style | 105 | 87.50% | 78.3 | 59.05% | +12.38% | +14.03% | -9.05% | -7.53% | 16:19 | 11:43 | 14:17 | 16:10 | 17:21 | 28:43 | 03:04 | 02:16 |
 | Yasha | 119 | 99.17% | 76.1 | 57.98% | +57.98% | +12.02% | -7.98% | -6.63% | 12:29 | 08:11 | 10:45 | 12:33 | 13:46 | 17:01 | 03:01 | 02:14 |
 | Power Treads | 120 | 100.00% | 73.9 | 57.50% | +57.50% | +9.17% | -17.50% | -18.83% | 05:59 | 03:18 | 05:21 | 05:52 | 06:46 | 08:39 | 01:25 | 01:02 |
 | Boots of Speed | 120 | 100.00% | 71.7 | 57.50% | +57.50% | -0.83% | -7.50% | -4.13% | 04:19 | 01:21 | 03:25 | 04:07 | 05:02 | 07:50 | 01:37 | 01:11 |
 | Magic Wand | 99 | 82.50% | 69.6 | 58.59% | +6.21% | +5.41% | +9.41% | 0.60% | 08:11 | 01:29 | 03:41 | 07:00 | 10:23 | 24:37 | 06:42 | 04:57 |
 | Magic Stick | 105 | 87.50% | 67.4 | 57.14% | -2.86% | -7.14% | -3.29% | 2.60% | 01:55 | -01:30 | -01:29 | 00:07 | 02:58 | 19:09 | 04:27 | 03:17 |
 | Quelling Blade | 113 | 94.17% | 65.2 | 55.75% | -29.96% | +8.54% | -2.18% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 09:50 | 00:00 | 00:00 |
 | Satanic | 13 | 10.83% | 63.0 | 76.92% | +21.78% | +23.08% | -10.25% | 0.00% | 37:01 | 26:35 | 33:08 | 35:24 | 40:19 | 48:20 | 07:11 | 05:19 |
 | Dragon Lance | 89 | 74.17% | 60.9 | 56.18% | -5.11% | +30.18% | -19.82% | -11.24% | 13:05 | 08:36 | 09:50 | 11:10 | 14:17 | 46:14 | 04:27 | 03:17 |
 | Butterfly | 31 | 25.83% | 58.7 | 64.52% | +9.46% | +10.48% | -27.02% | -3.67% | 29:05 | 18:19 | 23:00 | 29:41 | 33:13 | 41:26 | 10:13 | 07:34 |
 | Morbid Mask | 15 | 12.50% | 56.5 | 73.33% | +18.09% | +1.67% | -23.33% | 0.00% | 32:13 | 06:46 | 24:45 | 33:48 | 37:31 | 48:08 | 12:46 | 09:27 |
 | Aghanim's Shard | 22 | 18.33% | 54.3 | 63.64% | +7.52% | +19.69% | -23.64% | -7.45% | 33:09 | 25:32 | 29:56 | 33:53 | 35:45 | 41:26 | 05:49 | 04:18 |
 | Wind Lace | 15 | 12.50% | 52.2 | 66.67% | +10.48% | -41.67% | +8.33% | 0.00% | 09:54 | 05:43 | 06:28 | 08:13 | 11:27 | 20:00 | 04:59 | 03:41 |
 | Aghanim's Blessing | 4 | 3.33% | 50.0 | 100.00% | +43.97% | 0.00% | 0.00% | 0.00% | 46:51 | 43:43 | 43:43 | 46:44 | 48:20 | 48:37 | 04:37 | 03:25 |
 | Shadow Blade | 18 | 15.00% | 47.8 | 61.11% | +4.25% | +38.89% | -61.11% | -14.29% | 30:26 | 23:17 | 25:49 | 28:50 | 32:49 | 43:05 | 07:00 | 05:11 |
 | Void Stone | 6 | 5.00% | 45.7 | 83.33% | +27.19% | +16.67% | +16.67% | 0.00% | 37:55 | 30:00 | 30:35 | 34:30 | 43:04 | 54:37 | 12:29 | 09:14 |
 | Sange | 6 | 5.00% | 43.5 | 83.33% | +27.19% | +16.67% | -83.33% | 0.00% | 21:45 | 14:50 | 15:23 | 21:15 | 24:18 | 30:41 | 08:55 | 06:36 |
 | Ring of Health | 6 | 5.00% | 41.3 | 83.33% | +27.19% | +16.67% | +16.67% | 0.00% | 37:53 | 29:49 | 30:35 | 34:30 | 43:04 | 54:37 | 12:29 | 09:14 |
 | Javelin | 19 | 15.83% | 39.1 | 57.89% | +0.46% | +2.11% | +2.11% | 0.00% | 29:33 | 17:14 | 25:04 | 27:38 | 30:36 | 46:26 | 05:32 | 04:05 |
 | Silver Edge | 17 | 14.17% | 37.0 | 58.82% | +1.54% | +41.18% | -58.82% | -14.85% | 31:21 | 25:19 | 26:38 | 30:32 | 33:22 | 43:17 | 06:44 | 04:59 |
 | Monkey King Bar | 17 | 14.17% | 34.8 | 58.82% | +1.54% | +16.18% | -8.82% | -5.30% | 31:35 | 21:33 | 28:29 | 29:25 | 33:12 | 46:30 | 04:43 | 03:29 |
 | Sange and Yasha | 5 | 4.17% | 32.6 | 80.00% | +23.48% | +20.00% | -80.00% | 0.00% | 21:29 | 14:50 | 14:50 | 21:32 | 24:29 | 30:41 | 09:39 | 07:08 |
 | Linken's Sphere | 5 | 4.17% | 30.4 | 80.00% | +23.48% | +20.00% | -80.00% | 0.00% | 34:50 | 30:11 | 30:11 | 34:41 | 34:57 | 43:26 | 04:46 | 03:31 |
 | Buckler | 2 | 1.67% | 28.3 | 100.00% | +43.22% | 0.00% | 0.00% | 0.00% | 34:48 | 23:30 | 23:30 | 46:05 | 46:05 | 46:05 | 22:35 | 16:43 |
 | Ring of Protection | 2 | 1.67% | 26.1 | 100.00% | +43.22% | 0.00% | 0.00% | 0.00% | 34:40 | 23:15 | 23:15 | 46:05 | 46:05 | 46:05 | 22:50 | 16:54 |
 | Wraith Band | 10 | 8.33% | 23.9 | 40.00% | -19.09% | +26.67% | +10.00% | 0.00% | 02:14 | -01:30 | 01:53 | 02:08 | 03:03 | 04:58 | 01:10 | 00:51 |
 | Orchid Malevolence | 1 | 0.83% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.83% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.83% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:15 | 57:15 | 57:15 | 57:15 | 57:15 | 57:15 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.83% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.83% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.83% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Mask of Madness | 2 | 1.67% | 8.7 | 50.00% | -7.63% | -50.00% | 0.00% | 0.00% | 09:59 | 09:33 | 09:33 | 10:24 | 10:24 | 10:24 | 00:51 | 00:37 |
 | Divine Rapier | 4 | 3.33% | 6.5 | 25.00% | -33.62% | -25.00% | -25.00% | 0.00% | 46:52 | 36:53 | 36:53 | 48:13 | 49:26 | 52:55 | 12:33 | 09:17 |
 | Maelstrom | 1 | 0.83% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 00:00 | 00:00 |
 | Bottle | 1 | 0.83% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 |