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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 | |
 | Aghanim's Shard | 10 | 28.57% | 100.0 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 28:00 | 21:07 | 23:28 | 25:15 | 31:00 | 40:51 | 07:32 | 05:34 |
 | Butterfly | 8 | 22.86% | 97.6 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 34:39 | 23:34 | 24:36 | 32:11 | 36:26 | 53:50 | 11:50 | 08:45 |
 | Sange | 4 | 11.43% | 95.2 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 25:05 | 18:29 | 18:29 | 19:31 | 21:42 | 40:36 | 03:13 | 02:22 |
 | Sange and Yasha | 4 | 11.43% | 92.9 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 25:11 | 18:29 | 18:29 | 19:57 | 21:42 | 40:36 | 03:13 | 02:22 |
 | Magic Stick | 21 | 60.00% | 90.5 | 66.67% | +38.10% | -6.67% | -6.67% | 0.00% | 05:45 | -01:29 | -01:29 | 01:34 | 13:48 | 21:34 | 15:17 | 11:19 |
 | Magic Wand | 18 | 51.43% | 88.1 | 66.67% | +31.38% | -6.67% | +8.33% | 1.20% | 11:55 | 02:01 | 04:07 | 12:57 | 16:39 | 26:38 | 12:32 | 09:17 |
 | Eye of Skadi | 21 | 60.00% | 85.7 | 61.90% | +26.19% | +18.10% | -1.90% | -5.41% | 27:16 | 21:55 | 24:51 | 26:55 | 28:33 | 36:21 | 03:42 | 02:44 |
 | Yasha | 34 | 97.14% | 83.3 | 52.94% | +52.94% | +24.84% | -27.94% | -20.83% | 17:32 | 13:57 | 16:17 | 17:21 | 18:49 | 21:37 | 02:32 | 01:52 |
 | Quelling Blade | 35 | 100.00% | 81.0 | 51.43% | +51.43% | +4.13% | -6.99% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 35 | 100.00% | 78.6 | 51.43% | +51.43% | -6.99% | -6.99% | 0.00% | 06:19 | 01:37 | 04:24 | 05:58 | 07:08 | 15:08 | 02:44 | 02:01 |
 | Ring of Health | 35 | 100.00% | 76.2 | 51.43% | +51.43% | +15.24% | -29.21% | -23.81% | 05:07 | 02:01 | 03:12 | 04:16 | 05:04 | 15:08 | 01:52 | 01:22 |
 | Void Stone | 35 | 100.00% | 73.8 | 51.43% | +51.43% | -6.99% | +4.13% | 3.59% | 12:47 | 08:29 | 11:12 | 12:45 | 14:18 | 17:32 | 03:06 | 02:17 |
 | Battle Fury | 35 | 100.00% | 71.4 | 51.43% | +51.43% | +15.24% | -18.10% | -16.81% | 14:17 | 08:29 | 13:18 | 14:33 | 15:17 | 17:32 | 01:59 | 01:28 |
 | Moon Shard | 3 | 8.57% | 69.0 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 52:14 | 39:55 | 39:55 | 51:39 | 1:05:07 | 1:05:07 | 25:12 | 18:40 |
 | Power Treads | 34 | 97.14% | 66.7 | 50.00% | -50.00% | -16.67% | +12.50% | 12.15% | 08:09 | 04:59 | 06:34 | 07:19 | 08:58 | 15:37 | 02:24 | 01:46 |
 | Black King Bar | 11 | 31.43% | 64.3 | 63.64% | +17.81% | +3.03% | +3.03% | 0.00% | 30:37 | 22:42 | 26:18 | 30:09 | 31:39 | 42:50 | 05:21 | 03:57 |
 | Manta Style | 31 | 88.57% | 61.9 | 48.39% | -26.61% | +26.61% | -35.89% | -32.61% | 20:26 | 17:06 | 19:16 | 19:56 | 21:11 | 26:49 | 01:55 | 01:25 |
 | Skull Basher | 14 | 40.00% | 59.5 | 57.14% | +9.52% | -32.14% | +42.86% | 7.25% | 30:24 | 21:59 | 25:06 | 29:53 | 35:27 | 43:04 | 10:21 | 07:40 |
 | Wraith Band | 14 | 40.00% | 57.1 | 57.14% | +9.52% | +17.86% | +9.53% | -2.29% | 03:34 | 01:34 | 01:52 | 02:21 | 05:30 | 09:25 | 03:38 | 02:41 |
 | Vanguard | 10 | 28.57% | 54.8 | 60.00% | +12.00% | -26.67% | +40.00% | 4.66% | 33:38 | 19:32 | 24:34 | 36:28 | 38:53 | 46:14 | 14:19 | 10:36 |
 | Abyssal Blade | 10 | 28.57% | 52.4 | 60.00% | +12.00% | -60.00% | +40.00% | 8.80% | 36:04 | 25:33 | 27:47 | 36:28 | 39:09 | 46:22 | 11:22 | 08:25 |
 | Morbid Mask | 3 | 8.57% | 50.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 30:11 | 20:53 | 20:53 | 30:04 | 39:36 | 39:36 | 18:43 | 13:51 |
 | Javelin | 3 | 8.57% | 47.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 33:39 | 30:34 | 30:34 | 34:42 | 35:41 | 35:41 | 05:07 | 03:47 |
 | Aghanim's Scepter | 3 | 8.57% | 45.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 41:42 | 27:20 | 27:20 | 35:44 | 1:02:03 | 1:02:03 | 34:43 | 25:42 |
 | Monkey King Bar | 3 | 8.57% | 42.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 34:51 | 30:45 | 30:45 | 36:00 | 37:49 | 37:49 | 07:04 | 05:14 |
 | Satanic | 3 | 8.57% | 40.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:57 | 26:25 | 26:25 | 32:18 | 40:08 | 40:08 | 13:43 | 10:09 |
 | Tranquil Boots | 1 | 2.86% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 |
 | Desolator | 1 | 2.86% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.86% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Buckler | 2 | 5.71% | 28.6 | 50.00% | -1.52% | +50.00% | 0.00% | 0.00% | 30:58 | 30:47 | 30:47 | 31:09 | 31:09 | 31:09 | 00:22 | 00:16 |
 | Assault Cuirass | 2 | 5.71% | 26.2 | 50.00% | -1.52% | +50.00% | 0.00% | 0.00% | 32:32 | 31:01 | 31:01 | 34:02 | 34:02 | 34:02 | 03:01 | 02:14 |
 | Blight Stone | 3 | 8.57% | 23.8 | 33.33% | -19.80% | -33.33% | 0.00% | 0.00% | 24:43 | 01:33 | 01:33 | 06:07 | 1:06:28 | 1:06:28 | 1:04:55 | 48:05 |
 | Wind Lace | 3 | 8.57% | 21.4 | 33.33% | -19.80% | -33.33% | 0.00% | 0.00% | 10:41 | 08:23 | 08:23 | 09:44 | 13:56 | 13:56 | 05:33 | 04:06 |
 | Ring of Protection | 3 | 8.57% | 19.0 | 33.33% | -19.80% | -33.33% | 0.00% | 0.00% | 20:09 | -01:29 | -01:29 | 30:47 | 31:09 | 31:09 | 32:38 | 24:10 |
 | Orb of Venom | 4 | 11.43% | 16.7 | 25.00% | -29.84% | -25.00% | -25.00% | 0.00% | 00:57 | 00:43 | 00:43 | 00:48 | 00:52 | 01:25 | 00:09 | 00:06 |
 | Fluffy Hat | 2 | 5.71% | 14.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 04:30 | 02:15 | 02:15 | 06:44 | 06:44 | 06:44 | 04:29 | 03:19 |
 | Orb of Corrosion | 2 | 5.71% | 11.9 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 05:15 | 02:56 | 02:56 | 07:34 | 07:34 | 07:34 | 04:38 | 03:25 |
 | Ethereal Blade | 2 | 5.71% | 9.5 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 34:50 | 33:50 | 33:50 | 35:50 | 35:50 | 35:50 | 02:00 | 01:28 |
 | Nullifier | 1 | 2.86% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 5.71% | 4.8 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 32:43 | 31:49 | 31:49 | 33:36 | 33:36 | 33:36 | 01:47 | 01:19 |
 | Helm of Iron Will | 1 | 2.86% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |