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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 | |
 | Butterfly | 4 | 15.38% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 38:52 | 29:27 | 29:27 | 31:33 | 46:58 | 47:30 | 17:31 | 12:58 |
 | Vanguard | 14 | 53.85% | 97.1 | 71.43% | +38.10% | +3.57% | -4.76% | -0.27% | 17:36 | 05:13 | 06:03 | 07:43 | 37:21 | 43:24 | 31:18 | 23:11 |
 | Abyssal Blade | 8 | 30.77% | 94.3 | 75.00% | +30.56% | -25.00% | -25.00% | 0.00% | 35:28 | 26:49 | 27:33 | 37:21 | 39:21 | 43:52 | 11:48 | 08:44 |
 | Skull Basher | 12 | 46.15% | 91.4 | 66.67% | +23.81% | 0.00% | 0.00% | 0.00% | 30:37 | 23:29 | 25:12 | 29:05 | 35:23 | 40:48 | 10:11 | 07:32 |
 | Boots of Speed | 26 | 100.00% | 88.6 | 53.85% | +53.85% | -10.99% | +29.48% | 11.09% | 06:59 | 02:35 | 04:50 | 07:01 | 08:29 | 11:45 | 03:39 | 02:42 |
 | Ring of Health | 26 | 100.00% | 85.7 | 53.85% | +53.85% | -10.99% | -3.85% | 1.44% | 05:41 | 01:55 | 03:07 | 03:57 | 08:05 | 14:02 | 04:58 | 03:40 |
 | Yasha | 26 | 100.00% | 82.9 | 53.85% | +53.85% | -10.99% | -3.85% | 1.75% | 20:00 | 15:42 | 17:10 | 18:43 | 21:15 | 30:59 | 04:05 | 03:01 |
 | Quelling Blade | 26 | 100.00% | 80.0 | 53.85% | +53.85% | +3.29% | -3.85% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Power Treads | 26 | 100.00% | 77.1 | 53.85% | +53.85% | -10.99% | +12.82% | 7.60% | 09:15 | 05:23 | 07:43 | 09:20 | 10:51 | 12:33 | 03:08 | 02:19 |
 | Manta Style | 24 | 92.31% | 74.3 | 54.17% | +4.17% | -20.84% | -4.17% | 6.54% | 23:07 | 18:08 | 20:26 | 21:39 | 22:59 | 37:23 | 02:33 | 01:53 |
 | Fluffy Hat | 5 | 19.23% | 71.4 | 80.00% | +32.38% | +20.00% | +20.00% | 0.00% | 06:41 | 01:53 | 01:53 | 04:49 | 09:43 | 12:26 | 07:50 | 05:48 |
 | Void Stone | 21 | 80.77% | 68.6 | 52.38% | -7.62% | -32.38% | +7.62% | 12.77% | 14:07 | 09:17 | 12:23 | 14:19 | 15:31 | 19:46 | 03:08 | 02:19 |
 | Battle Fury | 21 | 80.77% | 65.7 | 52.38% | -7.62% | -12.38% | -12.38% | 0.00% | 15:52 | 13:07 | 14:31 | 15:31 | 16:10 | 21:25 | 01:39 | 01:13 |
 | Orb of Venom | 13 | 50.00% | 62.9 | 53.85% | 0.00% | +12.82% | +12.82% | 0.00% | 00:45 | -01:29 | -01:29 | 00:58 | 02:22 | 04:36 | 03:51 | 02:51 |
 | Magic Wand | 19 | 73.08% | 60.0 | 47.37% | -24.06% | +32.63% | -27.37% | -6.12% | 12:40 | 03:16 | 07:07 | 09:19 | 16:55 | 27:39 | 09:48 | 07:15 |
 | Magic Stick | 20 | 76.92% | 57.1 | 45.00% | -38.33% | -25.00% | -5.00% | 3.74% | 04:30 | -01:29 | -01:29 | 01:16 | 06:50 | 20:17 | 08:19 | 06:09 |
 | Wraith Band | 9 | 34.62% | 54.3 | 55.56% | +2.62% | -5.56% | -5.56% | 0.00% | 03:54 | -00:09 | 01:26 | 03:04 | 06:40 | 09:32 | 05:14 | 03:52 |
 | Orb of Corrosion | 4 | 15.38% | 51.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 06:27 | 02:35 | 02:35 | 04:36 | 05:38 | 12:58 | 03:03 | 02:15 |
 | Blight Stone | 4 | 15.38% | 48.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 05:39 | 01:53 | 01:53 | 03:42 | 04:36 | 12:26 | 02:43 | 02:00 |
 | Aghanim's Shard | 2 | 7.69% | 45.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:48 | 31:02 | 31:02 | 48:33 | 48:33 | 48:33 | 17:31 | 12:58 |
 | Eye of Skadi | 11 | 42.31% | 42.9 | 45.45% | -14.55% | -45.45% | +21.22% | 18.96% | 28:06 | 25:13 | 25:32 | 26:41 | 29:03 | 36:21 | 03:31 | 02:36 |
 | Black King Bar | 8 | 30.77% | 40.0 | 50.00% | -5.56% | +50.00% | -50.00% | -12.12% | 31:04 | 24:37 | 25:35 | 31:52 | 33:50 | 37:14 | 08:15 | 06:06 |
 | Diffusal Blade | 5 | 19.23% | 37.1 | 60.00% | +7.62% | -60.00% | +40.00% | 0.00% | 16:28 | 14:44 | 14:44 | 15:55 | 16:59 | 19:27 | 02:15 | 01:40 |
 | Satanic | 3 | 11.54% | 34.3 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 37:58 | 31:28 | 31:28 | 36:34 | 45:53 | 45:53 | 14:25 | 10:40 |
 | Assault Cuirass | 3 | 11.54% | 31.4 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 28:12 | 25:15 | 25:15 | 25:37 | 33:43 | 33:43 | 08:28 | 06:16 |
 | Buckler | 3 | 11.54% | 28.6 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 27:00 | 23:28 | 23:28 | 24:46 | 32:46 | 32:46 | 09:18 | 06:53 |
 | Morbid Mask | 3 | 11.54% | 25.7 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 37:41 | 31:18 | 31:18 | 36:19 | 45:27 | 45:27 | 14:09 | 10:28 |
 | Ring of Protection | 3 | 11.54% | 22.9 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 18:39 | -01:29 | -01:29 | 24:39 | 32:46 | 32:46 | 34:15 | 25:22 |
 | Aghanim's Scepter | 4 | 15.38% | 20.0 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 35:30 | 23:24 | 23:24 | 31:04 | 33:04 | 54:29 | 09:40 | 07:09 |
 | Linken's Sphere | 1 | 3.85% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.85% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.85% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.85% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 7.69% | 5.7 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 35:50 | 35:15 | 35:15 | 36:25 | 36:25 | 36:25 | 01:10 | 00:51 |
 | Javelin | 2 | 7.69% | 2.9 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 33:09 | 32:57 | 32:57 | 33:20 | 33:20 | 33:20 | 00:23 | 00:17 |