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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 | |
 | Mekansm | 34 | 65.38% | 100.0 | 64.71% | +31.38% | +13.07% | -14.71% | -4.11% | 17:25 | 08:17 | 13:48 | 15:55 | 20:34 | 32:00 | 06:46 | 05:00 |
 | Wind Lace | 12 | 23.08% | 97.6 | 75.00% | +27.50% | +25.00% | -8.33% | -4.81% | 27:32 | 18:43 | 24:09 | 25:17 | 31:05 | 36:24 | 06:56 | 05:08 |
 | Headdress | 36 | 69.23% | 95.1 | 61.11% | +23.61% | +5.56% | +5.56% | 0.00% | 03:38 | -01:29 | -01:29 | 03:31 | 06:48 | 18:58 | 08:17 | 06:08 |
 | Chainmail | 36 | 69.23% | 92.7 | 61.11% | +23.61% | +16.67% | -5.55% | -4.99% | 11:34 | 03:40 | 08:29 | 10:41 | 12:56 | 28:22 | 04:27 | 03:17 |
 | Magic Wand | 45 | 86.54% | 90.2 | 57.78% | +29.21% | -12.33% | -21.42% | -1.30% | 13:22 | 02:43 | 09:15 | 11:43 | 16:14 | 30:59 | 06:59 | 05:10 |
 | Magic Stick | 51 | 98.08% | 87.8 | 54.90% | +54.90% | -8.75% | -1.05% | 1.34% | 03:17 | -01:30 | 00:01 | 02:00 | 05:47 | 22:43 | 05:46 | 04:16 |
 | Solar Crest | 11 | 21.15% | 85.4 | 72.73% | +23.95% | +27.27% | -39.40% | 0.00% | 29:29 | 22:50 | 25:50 | 28:15 | 32:05 | 37:28 | 06:15 | 04:37 |
 | Blight Stone | 14 | 26.92% | 82.9 | 64.29% | +14.29% | -39.29% | +2.38% | 3.38% | 16:45 | 05:41 | 09:40 | 15:14 | 22:00 | 32:49 | 12:20 | 09:08 |
 | Medallion of Courage | 14 | 26.92% | 80.5 | 64.29% | +14.29% | -39.29% | +2.38% | 4.60% | 18:47 | 08:40 | 13:16 | 17:27 | 22:20 | 32:49 | 09:04 | 06:42 |
 | Ring of Basilius | 10 | 19.23% | 78.0 | 70.00% | +20.00% | +30.00% | -20.00% | 0.00% | 11:01 | 03:59 | 06:51 | 09:15 | 16:07 | 16:54 | 09:16 | 06:51 |
 | Glimmer Cape | 12 | 23.08% | 75.6 | 66.67% | +16.67% | -33.34% | 0.00% | 2.34% | 28:26 | 16:02 | 20:31 | 24:55 | 34:47 | 45:35 | 14:16 | 10:34 |
 | Crown | 25 | 48.08% | 73.2 | 56.00% | +4.15% | -6.00% | -6.00% | 0.00% | 13:36 | -01:29 | 01:46 | 06:36 | 24:31 | 36:24 | 22:45 | 16:51 |
 | Buckler | 3 | 5.77% | 70.7 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 28:28 | 24:25 | 24:25 | 30:20 | 30:38 | 30:38 | 06:13 | 04:36 |
 | Bracer | 11 | 21.15% | 68.3 | 63.64% | +12.42% | +3.03% | +36.36% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Ring of Protection | 18 | 34.62% | 65.9 | 55.56% | +2.62% | +4.44% | +19.44% | 8.82% | 11:44 | 03:05 | 08:26 | 08:38 | 10:08 | 30:38 | 01:42 | 01:15 |
 | Holy Locket | 8 | 15.38% | 63.4 | 62.50% | +10.23% | -12.50% | -12.50% | 0.00% | 27:23 | 20:17 | 25:17 | 27:09 | 29:05 | 31:36 | 03:48 | 02:48 |
 | Fluffy Hat | 16 | 30.77% | 61.0 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 21:47 | 14:23 | 16:02 | 20:29 | 26:00 | 28:25 | 09:58 | 07:22 |
 | Sange | 12 | 23.08% | 58.5 | 50.00% | -5.00% | -16.67% | -16.67% | 0.00% | 22:24 | 16:49 | 18:27 | 20:44 | 25:50 | 31:57 | 07:23 | 05:28 |
 | Aghanim's Shard | 4 | 7.69% | 56.1 | 75.00% | +22.92% | +25.00% | +25.00% | 0.00% | 28:44 | 21:06 | 21:06 | 23:42 | 31:24 | 38:45 | 10:18 | 07:37 |
 | Hood of Defiance | 2 | 3.85% | 53.7 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 15:26 | 14:01 | 14:01 | 16:50 | 16:50 | 16:50 | 02:49 | 02:05 |
 | Morbid Mask | 2 | 3.85% | 51.2 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:26 | 30:26 | 30:39 | 30:39 | 30:39 | 00:13 | 00:09 |
 | Boots of Speed | 2 | 3.85% | 48.8 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 28:34 | 26:38 | 26:38 | 30:29 | 30:29 | 30:29 | 03:51 | 02:51 |
 | Vladmir's Offering | 2 | 3.85% | 46.3 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:15 | 31:15 | 31:18 | 31:18 | 31:18 | 00:03 | 00:02 |
 | Ring of Health | 2 | 3.85% | 43.9 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 13:10 | 09:42 | 09:42 | 16:38 | 16:38 | 16:38 | 06:56 | 05:08 |
 | Soul Ring | 13 | 25.00% | 41.5 | 46.15% | -10.26% | +20.52% | +20.52% | 0.00% | 08:52 | 03:47 | 08:38 | 09:12 | 09:30 | 10:51 | 00:52 | 00:38 |
 | Kaya | 7 | 13.46% | 39.0 | 57.14% | +3.81% | +42.86% | -7.14% | 0.00% | 26:51 | 23:40 | 24:32 | 26:56 | 27:39 | 30:19 | 03:07 | 02:18 |
 | Aghanim's Scepter | 14 | 26.92% | 36.6 | 42.86% | -15.03% | -42.86% | -9.53% | 20.62% | 16:31 | 13:19 | 15:28 | 16:04 | 17:05 | 21:07 | 01:37 | 01:11 |
 | Helm of the Dominator | 14 | 26.92% | 34.1 | 42.86% | -15.03% | -17.86% | +23.81% | 33.79% | 07:54 | 06:05 | 07:12 | 07:26 | 08:26 | 12:17 | 01:14 | 00:54 |
 | Helm of Iron Will | 14 | 26.92% | 31.7 | 42.86% | -15.03% | +7.14% | -9.53% | -16.67% | 04:08 | 02:56 | 03:44 | 03:50 | 04:35 | 05:57 | 00:51 | 00:37 |
 | Black King Bar | 11 | 21.15% | 29.3 | 45.45% | -10.65% | +21.22% | -12.12% | 0.00% | 24:40 | 21:58 | 23:31 | 24:51 | 25:11 | 27:59 | 01:40 | 01:14 |
 | Ghost Scepter | 5 | 9.62% | 26.8 | 60.00% | +6.81% | +40.00% | -60.00% | 0.00% | 32:34 | 23:30 | 23:30 | 33:59 | 36:23 | 42:03 | 12:53 | 09:32 |
 | Kaya and Sange | 5 | 9.62% | 24.4 | 60.00% | +6.81% | +40.00% | -60.00% | 0.00% | 28:06 | 24:51 | 24:51 | 28:06 | 28:15 | 32:13 | 03:24 | 02:31 |
 | Quelling Blade | 12 | 23.08% | 22.0 | 41.67% | -15.83% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Heart of Tarrasque | 4 | 7.69% | 19.5 | 50.00% | -4.17% | +50.00% | +50.00% | 0.00% | 39:34 | 31:49 | 31:49 | 34:11 | 36:53 | 55:24 | 05:04 | 03:45 |
 | Tranquil Boots | 1 | 1.92% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.92% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 3.85% | 12.2 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 29:48 | 29:40 | 29:40 | 29:56 | 29:56 | 29:56 | 00:16 | 00:11 |
 | Urn of Shadows | 2 | 3.85% | 9.8 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 18:57 | 12:57 | 12:57 | 24:56 | 24:56 | 24:56 | 11:59 | 08:52 |
 | Bottle | 1 | 1.92% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.92% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.92% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |