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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 | |
 | Bottle | 5 | 13.16% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 03:26 | 02:06 | 02:06 | 03:13 | 03:29 | 05:11 | 01:23 | 01:01 |
 | Skull Basher | 10 | 26.32% | 97.4 | 70.00% | +37.86% | -3.33% | -20.00% | -1.47% | 34:12 | 25:07 | 29:14 | 30:16 | 40:36 | 44:18 | 11:22 | 08:25 |
 | Black King Bar | 30 | 78.95% | 94.7 | 50.00% | +37.50% | +12.50% | -7.14% | -3.56% | 23:56 | 17:49 | 20:42 | 22:39 | 26:13 | 35:01 | 05:31 | 04:05 |
 | Bracer | 29 | 76.32% | 92.1 | 48.28% | +26.06% | +23.15% | +8.86% | -5.57% | 03:32 | -01:29 | 01:38 | 02:25 | 04:12 | 14:27 | 02:34 | 01:54 |
 | Blink Dagger | 27 | 71.05% | 89.5 | 48.15% | +20.88% | -5.29% | +8.99% | 1.44% | 21:42 | 12:31 | 14:49 | 21:52 | 24:45 | 37:30 | 09:56 | 07:21 |
 | Quelling Blade | 36 | 94.74% | 86.8 | 44.44% | +44.44% | 0.00% | +11.12% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Magic Stick | 36 | 94.74% | 84.2 | 44.44% | +44.44% | 0.00% | -11.11% | -2.02% | 04:13 | -01:30 | 01:21 | 03:34 | 06:51 | 11:19 | 05:30 | 04:04 |
 | Magic Wand | 31 | 81.58% | 81.6 | 45.16% | +16.59% | -7.66% | -32.66% | -6.25% | 07:32 | 02:12 | 04:59 | 07:22 | 08:59 | 15:36 | 04:00 | 02:57 |
 | Boots of Speed | 38 | 100.00% | 78.9 | 42.11% | +42.11% | -22.11% | +2.33% | 11.46% | 03:52 | -01:26 | 02:49 | 04:01 | 04:57 | 07:53 | 02:08 | 01:34 |
 | Aghanim's Scepter | 8 | 21.05% | 76.3 | 62.50% | +25.83% | -12.50% | -12.50% | 0.00% | 21:26 | 13:44 | 16:18 | 17:43 | 25:52 | 30:41 | 09:34 | 07:05 |
 | Phase Boots | 32 | 84.21% | 73.7 | 40.63% | -9.37% | -15.63% | +9.37% | 11.03% | 08:17 | 05:36 | 06:48 | 07:56 | 09:04 | 13:28 | 02:16 | 01:40 |
 | Chainmail | 32 | 84.21% | 71.1 | 40.63% | -9.37% | -28.13% | +9.37% | 14.15% | 06:55 | 02:56 | 05:31 | 06:43 | 08:10 | 12:16 | 02:39 | 01:57 |
 | Nullifier | 7 | 18.42% | 68.4 | 57.14% | +18.43% | +42.86% | -57.14% | -11.79% | 35:37 | 27:38 | 30:25 | 34:44 | 38:54 | 45:16 | 08:29 | 06:17 |
 | Abyssal Blade | 5 | 13.16% | 65.8 | 60.00% | +20.61% | +40.00% | -60.00% | 0.00% | 37:41 | 31:06 | 31:06 | 36:40 | 37:58 | 48:04 | 06:52 | 05:05 |
 | Ring of Health | 5 | 13.16% | 63.2 | 60.00% | +20.61% | +40.00% | -60.00% | 0.00% | 36:02 | 30:52 | 30:52 | 33:10 | 36:20 | 48:04 | 05:28 | 04:02 |
 | Vanguard | 5 | 13.16% | 60.5 | 60.00% | +20.61% | +40.00% | -60.00% | 0.00% | 36:06 | 30:53 | 30:53 | 33:10 | 36:20 | 48:04 | 05:27 | 04:02 |
 | Helm of Iron Will | 9 | 23.68% | 57.9 | 44.44% | +3.06% | +55.56% | -44.44% | -9.02% | 34:04 | 26:04 | 27:21 | 34:36 | 38:26 | 44:37 | 11:05 | 08:12 |
 | Power Treads | 6 | 15.79% | 55.3 | 50.00% | +9.37% | -50.00% | -50.00% | 0.00% | 08:29 | 05:40 | 07:14 | 07:48 | 09:45 | 12:06 | 02:31 | 01:51 |
 | Wind Lace | 12 | 31.58% | 52.6 | 33.33% | -12.82% | +33.34% | 0.00% | -4.07% | 10:00 | -01:29 | 04:36 | 08:05 | 12:47 | 33:35 | 08:11 | 06:03 |
 | Ring of Protection | 13 | 34.21% | 50.0 | 30.77% | -17.23% | +2.56% | +2.56% | 0.00% | 07:48 | -01:29 | -01:29 | -01:29 | 09:29 | 47:05 | 10:58 | 08:07 |
 | Aghanim's Blessing | 1 | 2.63% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 13.16% | 44.7 | 40.00% | -2.42% | -40.00% | -40.00% | 0.00% | 14:30 | 11:06 | 11:06 | 13:48 | 17:42 | 18:13 | 06:36 | 04:53 |
 | Urn of Shadows | 6 | 15.79% | 42.1 | 33.33% | -10.42% | +16.67% | +66.67% | 14.56% | 09:25 | 03:04 | 07:16 | 08:00 | 10:42 | 17:06 | 03:26 | 02:32 |
 | Drum of Endurance | 7 | 18.42% | 39.5 | 28.57% | -16.59% | -28.57% | +21.43% | 25.64% | 12:41 | 10:40 | 11:19 | 11:39 | 13:16 | 16:17 | 01:57 | 01:26 |
 | Aghanim's Shard | 2 | 5.26% | 36.8 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 33:00 | 31:14 | 31:14 | 34:46 | 34:46 | 34:46 | 03:32 | 02:37 |
 | Assault Cuirass | 2 | 5.26% | 34.2 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 40:41 | 33:54 | 33:54 | 47:28 | 47:28 | 47:28 | 13:34 | 10:02 |
 | Moon Shard | 2 | 5.26% | 31.6 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 41:13 | 32:22 | 32:22 | 50:04 | 50:04 | 50:04 | 17:42 | 13:06 |
 | Medallion of Courage | 3 | 7.89% | 28.9 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 12:29 | 09:17 | 09:17 | 12:34 | 15:36 | 15:36 | 06:19 | 04:40 |
 | Blight Stone | 3 | 7.89% | 26.3 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 10:40 | 08:07 | 08:07 | 08:18 | 15:36 | 15:36 | 07:29 | 05:32 |
 | Buckler | 3 | 7.89% | 23.7 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 35:39 | 27:42 | 27:42 | 32:10 | 47:05 | 47:05 | 19:23 | 14:21 |
 | Heaven's Halberd | 3 | 7.89% | 21.1 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 26:07 | 21:21 | 21:21 | 26:44 | 30:15 | 30:15 | 08:54 | 06:35 |
 | Silver Edge | 1 | 2.63% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.63% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.63% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 2.63% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Sange | 4 | 10.53% | 7.9 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 25:14 | 18:13 | 18:13 | 18:32 | 28:16 | 35:53 | 10:03 | 07:26 |
 | Shadow Blade | 1 | 2.63% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Blade Mail | 1 | 2.63% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |