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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 | |
 | Quelling Blade | 11 | 68.75% | 100.0 | 54.55% | +54.55% | +45.45% | -54.55% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Headdress | 2 | 12.50% | 97.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 23:54 | 23:38 | 23:38 | 24:10 | 24:10 | 24:10 | 00:32 | 00:23 |
 | Pipe of Insight | 2 | 12.50% | 93.9 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 33:03 | 24:11 | 24:11 | 41:55 | 41:55 | 41:55 | 17:44 | 13:08 |
 | Aghanim's Scepter | 2 | 12.50% | 90.9 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 40:34 | 33:36 | 33:36 | 47:31 | 47:31 | 47:31 | 13:55 | 10:18 |
 | Magic Wand | 11 | 68.75% | 87.9 | 45.45% | +25.45% | -45.45% | -12.12% | 5.65% | 13:14 | -01:19 | 11:03 | 15:17 | 16:57 | 17:51 | 05:54 | 04:22 |
 | Vanguard | 15 | 93.75% | 84.8 | 40.00% | +40.00% | -15.00% | -15.00% | 0.00% | 06:50 | 05:19 | 05:41 | 05:59 | 07:38 | 09:30 | 01:57 | 01:26 |
 | Helm of Iron Will | 5 | 31.25% | 81.8 | 60.00% | +32.73% | -60.00% | +40.00% | 0.00% | 27:57 | 18:32 | 18:32 | 26:48 | 36:55 | 38:49 | 18:23 | 13:37 |
 | Crimson Guard | 5 | 31.25% | 78.8 | 60.00% | +32.73% | -60.00% | +40.00% | 0.00% | 28:57 | 19:03 | 19:03 | 26:51 | 37:22 | 39:11 | 18:19 | 13:34 |
 | Hood of Defiance | 5 | 31.25% | 75.8 | 60.00% | +32.73% | -60.00% | +40.00% | 0.00% | 16:08 | 06:50 | 06:50 | 18:33 | 22:02 | 22:59 | 15:12 | 11:15 |
 | Blink Dagger | 16 | 100.00% | 72.7 | 37.50% | +37.50% | -12.50% | -12.50% | 0.00% | 14:03 | 11:23 | 12:59 | 13:23 | 14:59 | 16:45 | 02:00 | 01:28 |
 | Ring of Health | 16 | 100.00% | 69.7 | 37.50% | +37.50% | +37.50% | +12.50% | -25.00% | 03:39 | 02:26 | 03:03 | 03:11 | 03:34 | 06:04 | 00:31 | 00:22 |
 | Boots of Speed | 16 | 100.00% | 66.7 | 37.50% | +37.50% | -12.50% | -12.50% | 0.00% | 06:20 | 02:31 | 04:23 | 06:51 | 07:21 | 09:48 | 02:58 | 02:11 |
 | Magic Stick | 12 | 75.00% | 63.6 | 41.67% | +16.67% | -8.34% | -41.67% | -2.40% | 09:16 | -01:29 | -01:29 | 12:15 | 15:23 | 24:03 | 16:52 | 12:29 |
 | Ring of Protection | 13 | 81.25% | 60.6 | 38.46% | +5.13% | -38.46% | -38.46% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 3 | 18.75% | 57.6 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | 34:05 | 26:55 | 26:55 | 34:47 | 40:34 | 40:34 | 13:39 | 10:06 |
 | Chainmail | 11 | 68.75% | 54.5 | 36.36% | -3.64% | +30.31% | -3.03% | -4.13% | 14:38 | 08:56 | 09:14 | 13:54 | 17:18 | 24:42 | 08:04 | 05:58 |
 | Heaven's Halberd | 9 | 56.25% | 51.5 | 33.33% | -9.53% | +16.67% | +66.67% | 4.16% | 31:57 | 21:52 | 22:40 | 32:53 | 34:42 | 49:18 | 12:02 | 08:54 |
 | Phase Boots | 10 | 62.50% | 48.5 | 30.00% | -20.00% | +36.67% | -30.00% | -8.66% | 14:35 | 09:00 | 09:53 | 11:36 | 17:35 | 24:42 | 07:42 | 05:42 |
 | Sange | 10 | 62.50% | 45.5 | 30.00% | -20.00% | +3.33% | +70.00% | 4.55% | 28:49 | 18:42 | 19:04 | 29:38 | 33:44 | 48:42 | 14:40 | 10:51 |
 | Boots of Travel | 1 | 6.25% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 56:22 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 6.25% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 00:00 | 00:00 |
 | Buckler | 1 | 6.25% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Mekansm | 1 | 6.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 6.25% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.25% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 6.25% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Wind Lace | 1 | 6.25% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 6.25% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Force Staff | 5 | 31.25% | 15.2 | 40.00% | +3.64% | -40.00% | -40.00% | 0.00% | 29:25 | 22:15 | 22:15 | 24:54 | 33:17 | 43:16 | 11:02 | 08:10 |
 | Fluffy Hat | 5 | 31.25% | 12.1 | 40.00% | +3.64% | -40.00% | -40.00% | 0.00% | 28:13 | 17:43 | 17:43 | 24:05 | 33:13 | 43:16 | 15:30 | 11:28 |
 | Bracer | 2 | 12.50% | 9.1 | 50.00% | +14.29% | +50.00% | 0.00% | 0.00% | 11:32 | 07:48 | 07:48 | 15:15 | 15:15 | 15:15 | 07:27 | 05:31 |
 | Void Stone | 3 | 18.75% | 6.1 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 33:22 | 25:53 | 25:53 | 27:38 | 46:36 | 46:36 | 20:43 | 15:20 |
 | Lotus Orb | 1 | 6.25% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |