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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 | |
 | Buckler | 13 | 32.50% | 100.0 | 76.92% | +50.99% | -10.25% | -10.25% | 0.00% | 32:15 | 25:02 | 28:02 | 29:56 | 30:24 | 49:01 | 02:22 | 01:45 |
 | Assault Cuirass | 12 | 30.00% | 97.7 | 75.00% | +46.43% | -8.33% | -8.33% | 0.00% | 31:43 | 26:14 | 29:01 | 30:15 | 31:49 | 43:58 | 02:48 | 02:04 |
 | Ring of Health | 4 | 10.00% | 95.3 | 100.00% | +63.89% | 0.00% | 0.00% | 0.00% | 40:32 | 30:34 | 30:34 | 34:59 | 47:23 | 49:11 | 16:49 | 12:27 |
 | Overwhelming Blink | 3 | 7.50% | 93.0 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 38:29 | 35:13 | 35:13 | 36:20 | 43:55 | 43:55 | 08:42 | 06:26 |
 | Aghanim's Scepter | 3 | 7.50% | 90.7 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 42:33 | 35:26 | 35:26 | 40:40 | 51:32 | 51:32 | 16:06 | 11:55 |
 | Blink Dagger | 34 | 85.00% | 88.4 | 50.00% | +50.00% | -16.67% | 0.00% | 4.12% | 21:22 | 14:20 | 18:15 | 19:54 | 22:18 | 43:32 | 04:03 | 03:00 |
 | Magic Wand | 22 | 55.00% | 86.0 | 54.55% | +26.77% | -4.55% | +25.45% | 5.28% | 11:26 | 02:03 | 07:44 | 11:38 | 13:25 | 21:48 | 05:41 | 04:12 |
 | Black King Bar | 30 | 75.00% | 83.7 | 50.00% | +30.00% | +25.00% | -21.43% | -11.42% | 27:49 | 21:00 | 25:04 | 26:32 | 29:08 | 42:36 | 04:04 | 03:00 |
 | Skull Basher | 7 | 17.50% | 81.4 | 71.43% | +35.07% | +28.57% | +28.57% | 0.00% | 36:02 | 26:24 | 30:34 | 35:21 | 35:44 | 50:45 | 05:10 | 03:49 |
 | Helm of Iron Will | 37 | 92.50% | 79.1 | 45.95% | +45.95% | -23.73% | +20.72% | 6.75% | 07:05 | 02:34 | 03:36 | 07:54 | 10:11 | 12:23 | 06:35 | 04:52 |
 | Ring of Protection | 24 | 60.00% | 76.7 | 50.00% | +18.75% | -16.67% | +33.33% | 2.06% | 17:28 | -01:29 | 05:07 | 21:31 | 29:25 | 38:13 | 24:18 | 18:00 |
 | Armlet of Mordiggian | 35 | 87.50% | 74.4 | 45.71% | +25.71% | -12.38% | +9.85% | 6.74% | 10:30 | 06:54 | 08:38 | 10:48 | 11:56 | 13:55 | 03:18 | 02:26 |
 | Magic Stick | 30 | 75.00% | 72.1 | 46.67% | +16.67% | +3.33% | -3.81% | -7.14% | 01:10 | -01:29 | -01:29 | -01:29 | 01:01 | 12:38 | 02:30 | 01:51 |
 | Quelling Blade | 39 | 97.50% | 69.8 | 43.59% | +43.59% | -23.59% | -23.59% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 |
 | Desolator | 31 | 77.50% | 67.4 | 45.16% | +11.83% | +29.84% | -7.66% | -16.07% | 18:09 | 15:28 | 16:49 | 17:35 | 19:09 | 24:41 | 02:20 | 01:43 |
 | Blight Stone | 31 | 77.50% | 65.1 | 45.16% | +11.83% | +29.84% | -20.16% | -17.24% | 13:58 | 09:51 | 12:24 | 13:39 | 15:18 | 20:52 | 02:54 | 02:08 |
 | Boots of Speed | 40 | 100.00% | 62.8 | 42.50% | +42.50% | -2.50% | -22.50% | -3.76% | 05:51 | 01:35 | 03:25 | 04:22 | 08:44 | 11:42 | 05:19 | 03:56 |
 | Phase Boots | 37 | 92.50% | 60.5 | 40.54% | -26.13% | +3.90% | -7.21% | -2.01% | 09:04 | 05:03 | 06:03 | 08:51 | 11:35 | 14:52 | 05:32 | 04:05 |
 | Chainmail | 37 | 92.50% | 58.1 | 40.54% | -26.13% | +3.90% | -18.32% | -2.85% | 07:14 | 00:51 | 03:04 | 06:37 | 10:51 | 13:50 | 07:47 | 05:45 |
 | Swift Blink | 4 | 10.00% | 55.8 | 75.00% | +36.11% | +25.00% | +25.00% | 0.00% | 41:48 | 36:57 | 36:57 | 41:28 | 42:37 | 46:08 | 05:40 | 04:11 |
 | Power Treads | 2 | 5.00% | 53.5 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 04:56 | 04:33 | 04:33 | 05:18 | 05:18 | 05:18 | 00:45 | 00:33 |
 | Vanguard | 2 | 5.00% | 51.2 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 32:54 | 30:34 | 30:34 | 35:13 | 35:13 | 35:13 | 04:39 | 03:26 |
 | Void Stone | 2 | 5.00% | 48.8 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 48:18 | 47:23 | 47:23 | 49:12 | 49:12 | 49:12 | 01:49 | 01:20 |
 | Refresher Orb | 2 | 5.00% | 46.5 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 49:24 | 48:51 | 48:51 | 49:56 | 49:56 | 49:56 | 01:05 | 00:48 |
 | Abyssal Blade | 2 | 5.00% | 44.2 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 33:00 | 30:46 | 30:46 | 35:13 | 35:13 | 35:13 | 04:27 | 03:17 |
 | Heaven's Halberd | 3 | 7.50% | 41.9 | 66.67% | +26.13% | +33.33% | 0.00% | 0.00% | 25:29 | 24:46 | 24:46 | 24:47 | 26:55 | 26:55 | 02:09 | 01:35 |
 | Soul Ring | 11 | 27.50% | 39.5 | 36.36% | -8.47% | +30.31% | -36.36% | -14.76% | 12:04 | 05:51 | 07:45 | 08:59 | 12:16 | 22:36 | 04:31 | 03:20 |
 | Crystalys | 7 | 17.50% | 37.2 | 42.86% | +0.44% | -42.86% | +7.14% | 25.00% | 35:10 | 28:08 | 32:11 | 33:25 | 34:11 | 48:23 | 02:00 | 01:28 |
 | Shadow Blade | 7 | 17.50% | 34.9 | 42.86% | +0.44% | +7.14% | +57.14% | 6.91% | 26:51 | 16:29 | 22:12 | 26:48 | 29:26 | 36:43 | 07:14 | 05:21 |
 | Silver Edge | 7 | 17.50% | 32.6 | 42.86% | +0.44% | -42.86% | +7.14% | 19.61% | 35:27 | 28:20 | 32:14 | 33:39 | 34:47 | 48:40 | 02:33 | 01:53 |
 | Bracer | 4 | 10.00% | 30.2 | 50.00% | +8.33% | -50.00% | -50.00% | 0.00% | 01:56 | 01:23 | 01:23 | 01:30 | 02:11 | 02:38 | 00:48 | 00:35 |
 | Moon Shard | 1 | 2.50% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.50% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.50% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.50% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 12.50% | 18.6 | 40.00% | -2.86% | -40.00% | +60.00% | 0.00% | 25:24 | 22:09 | 22:09 | 24:07 | 26:35 | 30:47 | 04:26 | 03:17 |
 | Sange | 5 | 12.50% | 16.3 | 40.00% | -2.86% | -40.00% | -40.00% | 0.00% | 23:59 | 17:48 | 17:48 | 23:07 | 25:33 | 34:02 | 07:45 | 05:44 |
 | Radiance | 4 | 10.00% | 14.0 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 18:05 | 14:15 | 14:15 | 18:15 | 19:11 | 20:39 | 04:56 | 03:39 |
 | Wind Lace | 1 | 2.50% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Yasha | 1 | 2.50% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.50% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.50% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 5.00% | 2.3 | 0.00% | -44.74% | 0.00% | 0.00% | 0.00% | 10:31 | 09:43 | 09:43 | 11:18 | 11:18 | 11:18 | 01:35 | 01:10 |