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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 | |
 | Phase Boots | 21 | 87.50% | 100.0 | 61.90% | +61.90% | +38.10% | +18.10% | -10.17% | 09:47 | 06:25 | 07:58 | 09:16 | 09:56 | 18:48 | 01:58 | 01:27 |
 | Chainmail | 21 | 87.50% | 97.1 | 61.90% | +61.90% | +18.10% | -1.90% | -9.45% | 09:02 | 05:26 | 07:09 | 08:13 | 09:16 | 18:30 | 02:07 | 01:34 |
 | Ring of Health | 10 | 41.67% | 94.1 | 70.00% | +27.14% | -3.33% | +30.00% | 5.30% | 35:31 | 27:35 | 31:10 | 32:50 | 37:27 | 48:43 | 06:17 | 04:39 |
 | Morbid Mask | 3 | 12.50% | 91.2 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 28:15 | 17:50 | 17:50 | 28:54 | 38:00 | 38:00 | 20:10 | 14:56 |
 | Blink Dagger | 24 | 100.00% | 88.2 | 54.17% | +54.17% | -4.17% | +12.50% | 6.67% | 13:28 | 10:23 | 12:08 | 13:44 | 14:38 | 15:47 | 02:30 | 01:51 |
 | Boots of Speed | 24 | 100.00% | 85.3 | 54.17% | +54.17% | -4.17% | -37.50% | -23.81% | 05:18 | 03:19 | 04:31 | 05:18 | 05:55 | 07:42 | 01:24 | 01:02 |
 | Quelling Blade | 22 | 91.67% | 82.4 | 54.55% | +4.55% | -4.55% | +25.45% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Black King Bar | 22 | 91.67% | 79.4 | 54.55% | +4.55% | +12.12% | +5.45% | -2.74% | 24:22 | 20:18 | 22:32 | 23:22 | 24:58 | 31:42 | 02:26 | 01:48 |
 | Void Stone | 9 | 37.50% | 76.5 | 66.67% | +20.00% | -16.67% | +33.33% | 10.87% | 33:55 | 26:17 | 30:40 | 32:50 | 35:16 | 44:54 | 04:36 | 03:24 |
 | Blight Stone | 5 | 20.83% | 73.5 | 80.00% | +32.63% | -80.00% | +20.00% | 60.61% | 08:22 | 02:08 | 02:08 | 02:14 | 03:47 | 31:30 | 01:39 | 01:13 |
 | Refresher Orb | 7 | 29.17% | 70.6 | 71.43% | +24.37% | +28.57% | +28.57% | 0.00% | 36:22 | 30:52 | 32:39 | 35:23 | 35:48 | 44:54 | 03:09 | 02:20 |
 | Magic Wand | 16 | 66.67% | 67.6 | 56.25% | +6.25% | +18.75% | -6.25% | -3.74% | 07:59 | 01:31 | 03:42 | 06:07 | 10:23 | 17:56 | 06:41 | 04:57 |
 | Soul Ring | 21 | 87.50% | 64.7 | 52.38% | -14.29% | -12.38% | +27.62% | 10.96% | 06:36 | 03:07 | 04:32 | 05:43 | 08:11 | 11:02 | 03:39 | 02:42 |
 | Ring of Protection | 21 | 87.50% | 61.8 | 52.38% | -14.29% | +7.62% | +27.62% | 5.85% | 04:55 | -01:29 | 03:39 | 04:41 | 07:04 | 09:19 | 03:25 | 02:31 |
 | Bracer | 15 | 62.50% | 58.8 | 53.33% | -2.23% | -3.33% | -3.33% | 0.00% | 02:36 | 01:51 | 02:07 | 02:17 | 02:32 | 04:32 | 00:25 | 00:18 |
 | Aghanim's Shard | 16 | 66.67% | 55.9 | 50.00% | -12.50% | 0.00% | +25.00% | 7.54% | 26:12 | 16:14 | 23:32 | 26:14 | 26:51 | 36:21 | 03:19 | 02:27 |
 | Magic Stick | 20 | 83.33% | 52.9 | 45.00% | -55.00% | +15.00% | +15.00% | 0.00% | 03:08 | -01:29 | -01:29 | 02:50 | 04:45 | 14:24 | 06:14 | 04:37 |
 | Bottle | 9 | 37.50% | 50.0 | 55.56% | +2.23% | -55.56% | +44.44% | 100.00% | 01:28 | 01:07 | 01:10 | 01:27 | 01:31 | 01:56 | 00:21 | 00:15 |
 | Assault Cuirass | 2 | 8.33% | 47.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:25 | 33:26 | 33:26 | 41:24 | 41:24 | 41:24 | 07:58 | 05:54 |
 | Buckler | 2 | 8.33% | 44.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:16 | 17:49 | 17:49 | 32:43 | 32:43 | 32:43 | 14:54 | 11:02 |
 | Desolator | 3 | 12.50% | 41.2 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 29:32 | 28:21 | 28:21 | 28:27 | 31:49 | 31:49 | 03:28 | 02:34 |
 | Ring of Basilius | 1 | 4.17% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.17% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Satanic | 1 | 4.17% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.17% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.17% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Wind Lace | 1 | 4.17% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 00:00 | 00:00 |
 | Skull Basher | 1 | 4.17% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.17% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |
 | Sange | 1 | 4.17% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 4.17% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.17% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 |