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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 | |
 | Guardian Greaves | 10 | 55.56% | 100.0 | 70.00% | +45.00% | -3.33% | +30.00% | 4.94% | 29:05 | 20:32 | 24:51 | 28:32 | 31:36 | 39:27 | 06:45 | 05:00 |
 | Buckler | 10 | 55.56% | 100.0 | 70.00% | +45.00% | +30.00% | +30.00% | 0.00% | 26:21 | 17:08 | 21:17 | 25:02 | 30:57 | 38:02 | 09:40 | 07:09 |
 | Ring of Protection | 16 | 88.89% | 89.5 | 56.25% | +56.25% | -6.25% | -6.25% | 0.00% | 11:57 | -01:29 | -01:20 | 02:26 | 24:31 | 38:01 | 25:51 | 19:08 |
 | Aghanim's Scepter | 14 | 77.78% | 87.6 | 57.14% | +32.14% | +17.86% | -23.81% | -9.73% | 21:21 | 15:13 | 19:13 | 20:11 | 23:30 | 33:34 | 04:17 | 03:10 |
 | Blink Dagger | 15 | 83.33% | 83.1 | 53.33% | +20.00% | -3.33% | -3.33% | 0.00% | 27:38 | 15:07 | 25:31 | 27:26 | 30:37 | 35:48 | 05:06 | 03:46 |
 | Boots of Speed | 18 | 100.00% | 82.1 | 50.00% | +50.00% | +10.00% | 0.00% | -3.55% | 05:52 | 02:34 | 03:56 | 04:26 | 06:45 | 14:30 | 02:49 | 02:05 |
 | Arcane Boots | 18 | 100.00% | 82.1 | 50.00% | +50.00% | -10.00% | +25.00% | 8.37% | 09:59 | 05:57 | 06:34 | 07:26 | 10:45 | 26:43 | 04:11 | 03:05 |
 | Quelling Blade | 13 | 72.22% | 80.3 | 53.85% | +13.85% | +12.82% | +12.82% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:19 | 00:00 | 00:00 |
 | Mekansm | 14 | 77.78% | 75.9 | 50.00% | 0.00% | 0.00% | +50.00% | 5.30% | 19:15 | 09:55 | 13:35 | 16:50 | 23:01 | 38:01 | 09:26 | 06:59 |
 | Headdress | 14 | 77.78% | 75.9 | 50.00% | 0.00% | 0.00% | +16.67% | 1.52% | 16:16 | 04:42 | 09:12 | 13:24 | 20:08 | 38:01 | 10:56 | 08:05 |
 | Chainmail | 14 | 77.78% | 75.9 | 50.00% | 0.00% | 0.00% | +16.67% | 1.66% | 17:10 | 07:36 | 11:00 | 15:00 | 21:01 | 38:01 | 10:01 | 07:25 |
 | Soul Ring | 9 | 50.00% | 72.9 | 55.56% | +11.12% | -5.56% | -5.56% | 0.00% | 03:15 | 01:56 | 02:22 | 03:08 | 03:27 | 04:46 | 01:05 | 00:48 |
 | Magic Wand | 5 | 27.78% | 60.1 | 60.00% | +13.85% | -60.00% | +40.00% | 28.71% | 10:41 | 08:09 | 08:09 | 10:48 | 11:38 | 14:02 | 03:29 | 02:34 |
 | Sange | 3 | 16.67% | 49.4 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 29:22 | 25:01 | 25:01 | 29:56 | 33:08 | 33:08 | 08:07 | 06:00 |
 | Vanguard | 3 | 16.67% | 49.4 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 18:04 | 09:16 | 09:16 | 13:05 | 31:52 | 31:52 | 22:36 | 16:44 |
 | Heaven's Halberd | 3 | 16.67% | 49.4 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 31:45 | 26:06 | 26:06 | 32:59 | 36:09 | 36:09 | 10:03 | 07:26 |
 | Ring of Health | 11 | 61.11% | 48.2 | 36.36% | -35.07% | +30.31% | -3.03% | -2.06% | 23:53 | 02:45 | 15:42 | 29:23 | 31:52 | 39:20 | 16:10 | 11:58 |
 | Magic Stick | 8 | 44.44% | 42.2 | 37.50% | -22.50% | -37.50% | +62.50% | 14.35% | 04:52 | -01:29 | 01:01 | 03:54 | 07:59 | 10:28 | 06:58 | 05:09 |
 | Black King Bar | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:29 | 07:29 | 07:29 | 07:29 | 07:29 | 07:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.56% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Null Talisman | 5 | 27.78% | 33.5 | 40.00% | -13.85% | +60.00% | -40.00% | -40.82% | 04:08 | 01:46 | 01:46 | 03:58 | 04:13 | 07:52 | 02:27 | 01:48 |
 | Bottle | 5 | 27.78% | 33.5 | 40.00% | -13.85% | +60.00% | -40.00% | -100.00% | 01:51 | 01:14 | 01:14 | 01:56 | 02:04 | 02:06 | 00:50 | 00:37 |
 | Void Stone | 7 | 38.89% | 27.1 | 28.57% | -35.07% | -28.57% | +21.43% | 7.46% | 37:27 | 29:23 | 32:38 | 36:58 | 39:20 | 44:44 | 06:42 | 04:57 |
 | Refresher Orb | 2 | 11.11% | 20.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 42:38 | 40:44 | 40:44 | 44:32 | 44:32 | 44:32 | 03:48 | 02:48 |
 | Lotus Orb | 3 | 16.67% | 15.9 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 34:03 | 30:33 | 30:33 | 34:37 | 36:58 | 36:58 | 06:25 | 04:45 |
 | Hood of Defiance | 4 | 22.22% | 13.5 | 25.00% | -32.14% | +75.00% | -25.00% | 0.00% | 20:49 | 15:42 | 15:42 | 17:39 | 19:34 | 30:19 | 03:52 | 02:51 |
 | Scythe of Vyse | 2 | 11.11% | 0.0 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 44:02 | 43:20 | 43:20 | 44:44 | 44:44 | 44:44 | 01:24 | 01:02 |
 | Aether Lens | 1 | 5.56% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:59 | 47:59 | 47:59 | 47:59 | 47:59 | 47:59 | 00:00 | 00:00 |
 | Pipe of Insight | 3 | 16.67% | 0.0 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 26:27 | 19:34 | 19:34 | 20:52 | 38:55 | 38:55 | 19:21 | 14:20 |
 | Ring of Basilius | 1 | 5.56% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.56% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:54 | 55:54 | 55:54 | 55:54 | 55:54 | 55:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 11.11% | 0.0 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 26:13 | 25:09 | 25:09 | 27:16 | 27:16 | 27:16 | 02:07 | 01:34 |