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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 | |
 | Vanguard | 6 | 23.08% | 100.0 | 83.33% | +53.33% | +16.67% | +16.67% | 0.00% | 32:12 | 27:27 | 30:50 | 30:51 | 35:10 | 36:02 | 04:20 | 03:12 |
 | Abyssal Blade | 6 | 23.08% | 96.7 | 83.33% | +53.33% | +16.67% | +16.67% | 0.00% | 32:23 | 27:43 | 30:57 | 31:07 | 35:12 | 36:13 | 04:15 | 03:08 |
 | Black King Bar | 21 | 80.77% | 93.3 | 52.38% | +52.38% | -12.38% | -12.38% | 0.00% | 23:48 | 18:31 | 21:17 | 23:16 | 25:58 | 30:43 | 04:41 | 03:28 |
 | Skull Basher | 19 | 73.08% | 90.0 | 52.63% | +38.34% | -12.63% | -12.63% | 0.00% | 25:52 | 19:00 | 23:10 | 26:07 | 28:28 | 31:53 | 05:18 | 03:55 |
 | Blink Dagger | 23 | 88.46% | 86.7 | 47.83% | +47.83% | +2.17% | -14.50% | -3.91% | 19:46 | 14:44 | 17:21 | 19:55 | 21:37 | 27:08 | 04:16 | 03:09 |
 | Ring of Health | 16 | 61.54% | 83.3 | 50.00% | +20.00% | -25.00% | 0.00% | 3.03% | 12:01 | 04:16 | 05:03 | 09:00 | 13:18 | 36:02 | 08:15 | 06:06 |
 | Wind Lace | 6 | 23.08% | 80.0 | 66.67% | +31.67% | +33.33% | +33.33% | 0.00% | 07:11 | 02:54 | 05:26 | 06:53 | 08:02 | 12:36 | 02:36 | 01:55 |
 | Boots of Speed | 26 | 100.00% | 76.7 | 42.31% | +42.31% | +0.55% | +7.69% | 4.08% | 02:50 | 01:33 | 01:52 | 02:06 | 03:37 | 06:22 | 01:45 | 01:17 |
 | Quelling Blade | 26 | 100.00% | 73.3 | 42.31% | +42.31% | +14.83% | +7.69% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 |
 | Chainmail | 17 | 65.38% | 70.0 | 47.06% | +13.73% | +27.94% | +27.94% | 0.00% | 06:24 | 03:32 | 04:23 | 06:03 | 07:55 | 10:00 | 03:32 | 02:37 |
 | Phase Boots | 17 | 65.38% | 66.7 | 47.06% | +13.73% | +27.94% | +27.94% | 0.00% | 07:24 | 04:06 | 05:10 | 07:50 | 08:51 | 10:44 | 03:41 | 02:43 |
 | Swift Blink | 4 | 15.38% | 63.3 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 42:49 | 35:22 | 35:22 | 36:57 | 41:58 | 57:00 | 06:36 | 04:53 |
 | Morbid Mask | 18 | 69.23% | 60.0 | 44.44% | +6.94% | +15.56% | +5.56% | -2.70% | 12:11 | 02:54 | 07:05 | 07:44 | 10:47 | 36:53 | 03:42 | 02:44 |
 | Magic Stick | 25 | 96.15% | 56.7 | 40.00% | -60.00% | +26.67% | -40.00% | -66.67% | 01:23 | -01:29 | -01:29 | -01:28 | 00:46 | 29:14 | 02:15 | 01:40 |
 | Magic Wand | 19 | 73.08% | 53.3 | 42.11% | -0.75% | +17.89% | -22.11% | -5.16% | 07:55 | -01:29 | 03:03 | 07:16 | 10:48 | 29:21 | 07:45 | 05:44 |
 | Void Stone | 14 | 53.85% | 50.0 | 42.86% | +1.19% | +32.14% | -9.53% | -11.91% | 11:57 | 06:59 | 10:24 | 11:22 | 13:54 | 15:38 | 03:30 | 02:35 |
 | Battle Fury | 14 | 53.85% | 46.7 | 42.86% | +1.19% | +7.14% | -9.53% | -7.52% | 15:36 | 11:44 | 14:46 | 15:39 | 16:59 | 18:55 | 02:13 | 01:38 |
 | Diffusal Blade | 12 | 46.15% | 43.3 | 41.67% | -1.19% | -8.34% | -8.34% | 0.00% | 13:49 | 12:04 | 12:41 | 13:45 | 14:43 | 15:22 | 02:02 | 01:30 |
 | Orb of Venom | 11 | 42.31% | 40.0 | 36.36% | -10.31% | -3.03% | -3.03% | 0.00% | 01:22 | -01:29 | 01:00 | 01:33 | 01:56 | 04:17 | 00:56 | 00:41 |
 | Power Treads | 8 | 30.77% | 36.7 | 37.50% | -6.94% | +12.50% | -37.50% | 0.00% | 06:17 | 05:00 | 05:09 | 05:39 | 06:57 | 08:35 | 01:48 | 01:20 |
 | Blight Stone | 4 | 15.38% | 33.3 | 50.00% | +9.09% | -50.00% | -50.00% | 0.00% | 04:58 | 03:20 | 03:20 | 04:28 | 05:35 | 06:28 | 02:15 | 01:40 |
 | Fluffy Hat | 4 | 15.38% | 30.0 | 50.00% | +9.09% | -50.00% | -50.00% | 0.00% | 05:02 | 03:20 | 03:20 | 04:44 | 05:35 | 06:28 | 02:15 | 01:40 |
 | Orb of Corrosion | 4 | 15.38% | 26.7 | 50.00% | +9.09% | +50.00% | -50.00% | 0.00% | 06:44 | 06:15 | 06:15 | 06:23 | 06:57 | 07:22 | 00:42 | 00:31 |
 | Satanic | 6 | 23.08% | 23.3 | 33.33% | -11.67% | -33.33% | +66.67% | 0.00% | 38:25 | 33:10 | 35:04 | 35:14 | 37:20 | 54:11 | 02:16 | 01:40 |
 | Javelin | 3 | 11.54% | 20.0 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 35:43 | 28:03 | 28:03 | 39:11 | 39:55 | 39:55 | 11:52 | 08:47 |
 | Nullifier | 3 | 11.54% | 16.7 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 35:45 | 27:34 | 27:34 | 32:45 | 46:57 | 46:57 | 19:23 | 14:21 |
 | Helm of Iron Will | 3 | 11.54% | 13.3 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 35:09 | 27:25 | 27:25 | 31:37 | 46:25 | 46:25 | 19:00 | 14:04 |
 | Monkey King Bar | 3 | 11.54% | 10.0 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 38:14 | 28:25 | 28:25 | 39:25 | 46:51 | 46:51 | 18:26 | 13:39 |
 | Wraith Band | 5 | 19.23% | 6.7 | 20.00% | -27.62% | -20.00% | -20.00% | 0.00% | 05:17 | 01:31 | 01:31 | 03:07 | 04:15 | 14:47 | 02:44 | 02:01 |
 | Aghanim's Shard | 7 | 26.92% | 3.3 | 14.29% | -38.34% | +35.71% | -14.29% | 0.00% | 31:00 | 25:18 | 27:20 | 30:29 | 33:54 | 37:29 | 06:34 | 04:51 |