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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 | |
 | Ring of Protection | 24 | 63.16% | 100.0 | 41.67% | +27.38% | +8.33% | -25.00% | -1.71% | 19:12 | -01:29 | 10:21 | 14:23 | 29:51 | 38:10 | 19:30 | 14:26 |
 | Blink Dagger | 33 | 86.84% | 97.6 | 36.36% | +36.36% | +26.14% | -23.86% | -14.22% | 20:54 | 14:51 | 18:49 | 20:13 | 22:20 | 29:29 | 03:31 | 02:36 |
 | Buckler | 16 | 42.11% | 95.1 | 43.75% | +21.02% | +31.25% | -18.75% | -9.40% | 30:05 | 24:24 | 25:58 | 29:51 | 31:17 | 42:04 | 05:19 | 03:56 |
 | Black King Bar | 27 | 71.05% | 92.7 | 37.04% | +18.86% | +34.39% | -8.47% | -11.33% | 26:52 | 21:40 | 24:36 | 25:58 | 28:23 | 41:10 | 03:47 | 02:48 |
 | Helm of Iron Will | 37 | 97.37% | 90.2 | 32.43% | +32.43% | +12.01% | -10.21% | -3.97% | 06:12 | 02:44 | 03:24 | 04:28 | 09:00 | 12:45 | 05:36 | 04:08 |
 | Armlet of Mordiggian | 37 | 97.37% | 87.8 | 32.43% | +32.43% | -10.21% | -10.21% | 0.00% | 09:49 | 07:24 | 08:14 | 09:20 | 10:54 | 13:59 | 02:40 | 01:58 |
 | Desolator | 33 | 86.84% | 85.4 | 33.33% | +13.33% | +16.67% | -8.33% | -9.38% | 17:57 | 15:25 | 16:37 | 17:15 | 19:17 | 22:28 | 02:40 | 01:58 |
 | Blight Stone | 33 | 86.84% | 82.9 | 33.33% | +13.33% | -8.33% | +4.17% | 4.21% | 14:08 | 10:36 | 12:14 | 13:57 | 15:12 | 20:29 | 02:58 | 02:11 |
 | Assault Cuirass | 14 | 36.84% | 80.5 | 42.86% | +17.86% | +32.14% | -9.53% | -6.28% | 31:52 | 26:58 | 27:55 | 31:15 | 34:33 | 42:04 | 06:38 | 04:54 |
 | Quelling Blade | 38 | 100.00% | 78.0 | 31.58% | +31.58% | -11.58% | -20.47% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 38 | 100.00% | 75.6 | 31.58% | +31.58% | -21.58% | -9.36% | 2.16% | 06:36 | 02:10 | 03:34 | 07:07 | 09:13 | 11:16 | 05:39 | 04:11 |
 | Magic Stick | 30 | 78.95% | 73.2 | 33.33% | +8.33% | +4.17% | +23.81% | 19.64% | 00:34 | -01:30 | -01:29 | -01:29 | 00:25 | 19:25 | 01:54 | 01:24 |
 | Chainmail | 36 | 94.74% | 70.7 | 30.56% | -19.44% | +2.77% | -8.34% | -2.23% | 09:02 | 02:18 | 06:07 | 10:03 | 11:06 | 17:56 | 04:59 | 03:41 |
 | Phase Boots | 36 | 94.74% | 68.3 | 30.56% | -19.44% | -8.34% | -8.34% | 0.00% | 10:10 | 04:28 | 07:19 | 10:40 | 12:00 | 18:31 | 04:41 | 03:28 |
 | Soul Ring | 10 | 26.32% | 65.9 | 40.00% | +11.43% | -40.00% | -40.00% | 0.00% | 11:24 | 09:41 | 10:49 | 11:13 | 11:34 | 14:51 | 00:45 | 00:33 |
 | Magic Wand | 25 | 65.79% | 63.4 | 28.00% | -10.46% | +5.33% | -11.33% | -1.66% | 08:09 | -01:29 | 02:26 | 10:12 | 12:28 | 19:35 | 10:02 | 07:25 |
 | Abyssal Blade | 4 | 10.53% | 61.0 | 50.00% | +20.59% | +50.00% | +50.00% | 0.00% | 38:06 | 33:43 | 33:43 | 34:00 | 40:42 | 43:59 | 06:59 | 05:10 |
 | Vanguard | 4 | 10.53% | 58.5 | 50.00% | +20.59% | +50.00% | +50.00% | 0.00% | 38:00 | 33:39 | 33:39 | 33:58 | 40:34 | 43:49 | 06:55 | 05:07 |
 | Ring of Health | 5 | 13.16% | 56.1 | 40.00% | +9.70% | +60.00% | -40.00% | 0.00% | 40:23 | 32:48 | 32:48 | 40:28 | 43:49 | 50:51 | 11:01 | 08:09 |
 | Silver Edge | 5 | 13.16% | 53.7 | 40.00% | +9.70% | +60.00% | -40.00% | 0.00% | 39:21 | 23:00 | 23:00 | 37:51 | 38:01 | 1:08:14 | 15:01 | 11:07 |
 | Skull Basher | 5 | 13.16% | 51.2 | 40.00% | +9.70% | -40.00% | +60.00% | 0.00% | 35:07 | 29:17 | 29:17 | 35:15 | 39:46 | 40:07 | 10:29 | 07:45 |
 | Crystalys | 5 | 13.16% | 48.8 | 40.00% | +9.70% | +60.00% | -40.00% | 0.00% | 39:06 | 23:00 | 23:00 | 37:09 | 37:42 | 1:08:14 | 14:42 | 10:53 |
 | Shadow Blade | 5 | 13.16% | 46.3 | 40.00% | +9.70% | +60.00% | -40.00% | 0.00% | 36:14 | 19:37 | 19:37 | 29:06 | 37:09 | 1:08:14 | 17:32 | 12:59 |
 | Power Treads | 2 | 5.26% | 43.9 | 50.00% | +19.44% | +50.00% | 0.00% | 0.00% | 05:04 | 04:32 | 04:32 | 05:35 | 05:35 | 05:35 | 01:03 | 00:46 |
 | Swift Blink | 3 | 7.89% | 41.5 | 33.33% | +1.90% | +66.67% | 0.00% | 0.00% | 42:16 | 34:57 | 34:57 | 45:39 | 46:11 | 46:11 | 11:14 | 08:19 |
 | Overwhelming Blink | 3 | 7.89% | 39.0 | 33.33% | +1.90% | +66.67% | 0.00% | 0.00% | 45:34 | 39:24 | 39:24 | 46:28 | 50:49 | 50:49 | 11:25 | 08:27 |
 | Bracer | 3 | 7.89% | 36.6 | 33.33% | +1.90% | +66.67% | 0.00% | 0.00% | 02:18 | 02:01 | 02:01 | 02:14 | 02:40 | 02:40 | 00:39 | 00:28 |
 | Aghanim's Shard | 5 | 13.16% | 34.1 | 20.00% | -13.33% | -20.00% | -20.00% | 0.00% | 35:14 | 22:21 | 22:21 | 31:53 | 38:39 | 60:19 | 16:18 | 12:04 |
 | Radiance | 3 | 7.89% | 31.7 | 0.00% | -34.29% | 0.00% | 0.00% | 0.00% | 18:41 | 18:12 | 18:12 | 18:29 | 19:21 | 19:21 | 01:09 | 00:51 |
 | Hand of Midas | 1 | 2.63% | 29.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.63% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Void Stone | 4 | 10.53% | 24.4 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 54:01 | 42:01 | 42:01 | 50:51 | 54:33 | 1:08:40 | 12:32 | 09:17 |
 | Sange | 1 | 2.63% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.63% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.63% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 1:02:57 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 5.26% | 14.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 48:32 | 42:14 | 42:14 | 54:50 | 54:50 | 54:50 | 12:36 | 09:20 |
 | Aghanim's Blessing | 1 | 2.63% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 5.26% | 9.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 47:29 | 42:10 | 42:10 | 52:48 | 52:48 | 52:48 | 10:38 | 07:52 |
 | Blade Mail | 1 | 2.63% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 5.26% | 4.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 48:32 | 42:14 | 42:14 | 54:50 | 54:50 | 54:50 | 12:36 | 09:20 |
 | Refresher Orb | 2 | 5.26% | 2.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 60:02 | 51:20 | 51:20 | 1:08:43 | 1:08:43 | 1:08:43 | 17:23 | 12:52 |