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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 | |
 | Wraith Band | 4 | 11.76% | 100.0 | 100.00% | +76.67% | 0.00% | 0.00% | 0.00% | 02:17 | -00:03 | -00:03 | 01:47 | 03:29 | 03:56 | 03:32 | 02:37 |
 | Harpoon | 5 | 14.71% | 97.8 | 80.00% | +55.86% | +20.00% | +20.00% | 0.00% | 34:55 | 27:47 | 27:47 | 35:37 | 37:06 | 41:32 | 09:19 | 06:54 |
 | Daedalus | 7 | 20.59% | 95.6 | 71.43% | +49.21% | -21.43% | -21.43% | 0.00% | 33:47 | 25:00 | 27:24 | 30:19 | 30:21 | 47:36 | 02:57 | 02:11 |
 | Diadem | 6 | 17.65% | 93.3 | 66.67% | +41.67% | -16.67% | +33.33% | 5.89% | 32:17 | 22:17 | 27:25 | 31:58 | 35:54 | 41:00 | 08:29 | 06:17 |
 | Yasha | 20 | 58.82% | 91.1 | 45.00% | +30.71% | +15.00% | +15.00% | 0.00% | 19:40 | 15:38 | 17:29 | 18:16 | 21:37 | 26:57 | 04:08 | 03:03 |
 | Manta Style | 20 | 58.82% | 88.9 | 45.00% | +30.71% | +35.00% | -25.00% | -17.14% | 23:10 | 18:50 | 21:16 | 22:19 | 24:46 | 30:34 | 03:30 | 02:35 |
 | Crystalys | 15 | 44.12% | 86.7 | 46.67% | +25.62% | +3.33% | +3.33% | 0.00% | 31:26 | 20:09 | 26:43 | 28:34 | 32:46 | 47:36 | 06:03 | 04:28 |
 | Magic Wand | 32 | 94.12% | 84.4 | 34.38% | +34.38% | -9.38% | -9.38% | 0.00% | 06:04 | -01:29 | 03:30 | 05:41 | 07:07 | 15:13 | 03:37 | 02:40 |
 | Magic Stick | 33 | 97.06% | 82.2 | 33.33% | +33.33% | +16.67% | +4.17% | -3.95% | 03:52 | -01:29 | 02:09 | 02:55 | 05:19 | 14:38 | 03:10 | 02:20 |
 | Echo Sabre | 34 | 100.00% | 80.0 | 32.35% | +32.35% | +0.98% | -32.35% | -14.49% | 14:02 | 11:07 | 12:44 | 13:29 | 15:02 | 17:41 | 02:18 | 01:42 |
 | Power Treads | 34 | 100.00% | 77.8 | 32.35% | +32.35% | +12.09% | -19.85% | -18.08% | 08:15 | 06:21 | 07:17 | 08:03 | 09:03 | 12:10 | 01:46 | 01:18 |
 | Boots of Speed | 34 | 100.00% | 75.6 | 32.35% | +32.35% | +12.09% | -32.35% | -23.19% | 05:44 | 02:53 | 04:28 | 05:38 | 06:23 | 09:35 | 01:55 | 01:25 |
 | Nullifier | 8 | 23.53% | 73.3 | 50.00% | +23.08% | +50.00% | -50.00% | -11.74% | 33:59 | 27:45 | 28:11 | 34:06 | 36:42 | 40:59 | 08:31 | 06:18 |
 | Black King Bar | 5 | 14.71% | 71.1 | 60.00% | +32.41% | +40.00% | -60.00% | -4.34% | 42:47 | 31:49 | 31:49 | 35:24 | 54:52 | 57:28 | 23:03 | 17:04 |
 | Bottle | 29 | 85.29% | 68.9 | 31.03% | -8.97% | -2.46% | +11.83% | 14.29% | 01:41 | 00:30 | 01:32 | 01:44 | 01:54 | 02:20 | 00:22 | 00:16 |
 | Helm of Iron Will | 10 | 29.41% | 66.7 | 40.00% | +10.83% | -6.67% | -40.00% | -3.14% | 30:22 | 23:47 | 25:13 | 26:45 | 35:50 | 40:46 | 10:37 | 07:51 |
 | Quelling Blade | 3 | 8.82% | 64.4 | 66.67% | +37.64% | -66.67% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:22 | -01:22 | 00:07 | 00:05 |
 | Shadow Blade | 3 | 8.82% | 62.2 | 66.67% | +37.64% | +33.33% | 0.00% | 0.00% | 31:41 | 26:27 | 26:27 | 27:05 | 41:30 | 41:30 | 15:03 | 11:08 |
 | Silver Edge | 3 | 8.82% | 60.0 | 66.67% | +37.64% | +33.33% | 0.00% | 0.00% | 34:58 | 31:36 | 31:36 | 31:46 | 41:31 | 41:31 | 09:55 | 07:20 |
 | Eye of Skadi | 3 | 8.82% | 57.8 | 66.67% | +37.64% | +33.33% | 0.00% | 0.00% | 44:07 | 34:40 | 34:40 | 37:58 | 59:44 | 59:44 | 25:04 | 18:34 |
 | Cornucopia | 7 | 20.59% | 55.6 | 42.86% | +13.23% | -42.86% | +57.14% | 24.59% | 31:38 | 23:16 | 29:01 | 32:28 | 33:05 | 35:46 | 04:04 | 03:00 |
 | Linken's Sphere | 7 | 20.59% | 53.3 | 42.86% | +13.23% | -42.86% | +57.14% | 25.00% | 31:43 | 23:20 | 29:05 | 32:40 | 33:05 | 35:53 | 04:00 | 02:57 |
 | Bracer | 27 | 79.41% | 51.1 | 22.22% | -49.21% | +6.35% | -7.93% | -9.02% | 04:01 | 00:27 | 02:51 | 03:50 | 04:26 | 09:33 | 01:35 | 01:10 |
 | Blight Stone | 9 | 26.47% | 48.9 | 33.33% | +1.33% | +16.67% | -33.33% | -6.01% | 17:18 | 11:45 | 12:21 | 18:40 | 20:40 | 23:32 | 08:19 | 06:09 |
 | Aghanim's Shard | 1 | 2.94% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.94% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:00 |
 | Radiance | 1 | 2.94% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.94% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Javelin | 1 | 2.94% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.94% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.94% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Sange | 5 | 14.71% | 28.9 | 40.00% | +8.97% | -40.00% | -40.00% | 0.00% | 24:03 | 16:58 | 16:58 | 25:35 | 30:06 | 30:21 | 13:08 | 09:43 |
 | Heaven's Halberd | 5 | 14.71% | 26.7 | 40.00% | +8.97% | -40.00% | -40.00% | 0.00% | 25:58 | 19:55 | 19:55 | 25:35 | 30:06 | 32:56 | 10:11 | 07:32 |
 | Desolator | 8 | 23.53% | 24.4 | 25.00% | -9.62% | -25.00% | -25.00% | 0.00% | 21:17 | 17:26 | 19:01 | 20:58 | 23:39 | 24:39 | 04:38 | 03:25 |
 | Blink Dagger | 3 | 8.82% | 22.2 | 33.33% | +1.07% | -33.33% | 0.00% | 0.00% | 37:14 | 26:28 | 26:28 | 40:33 | 44:41 | 44:41 | 18:13 | 13:29 |
 | Aghanim's Scepter | 4 | 11.76% | 20.0 | 25.00% | -8.33% | +75.00% | -25.00% | 0.00% | 24:19 | 17:39 | 17:39 | 21:40 | 23:45 | 34:10 | 06:06 | 04:31 |
 | Crimson Guard | 1 | 2.94% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.94% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.94% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Kaya | 1 | 2.94% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.94% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.94% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.94% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:37 | 55:37 | 55:37 | 55:37 | 55:37 | 55:37 | 00:00 | 00:00 |