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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 | 12 | 17.14% | 100.0 | 91.67% | +62.36% | +8.33% | +8.33% | 0.00% | 39:40 | 24:29 | 32:51 | 38:37 | 46:32 | 55:07 | 13:41 | 10:08 |
 | Abyssal Blade | 11 | 15.71% | 97.6 | 90.91% | +60.40% | +9.09% | +9.09% | 0.00% | 39:29 | 26:43 | 32:53 | 39:00 | 43:39 | 55:14 | 10:46 | 07:58 |
 | Daedalus | 8 | 11.43% | 95.2 | 87.50% | +53.63% | -37.50% | +12.50% | 0.00% | 35:09 | 31:15 | 32:27 | 34:34 | 36:49 | 40:10 | 04:22 | 03:14 |
 | Blink Dagger | 38 | 54.29% | 92.9 | 60.53% | +44.90% | +9.47% | +6.14% | -0.39% | 29:29 | 16:35 | 24:07 | 28:36 | 32:34 | 58:56 | 08:27 | 06:15 |
 | Skull Basher | 51 | 72.86% | 90.5 | 49.02% | +33.23% | +20.21% | -2.87% | -5.39% | 27:24 | 20:00 | 24:42 | 26:13 | 28:59 | 44:42 | 04:17 | 03:10 |
 | Ring of Health | 28 | 40.00% | 88.1 | 53.57% | +22.62% | +3.57% | +3.57% | 0.00% | 19:26 | 03:16 | 12:35 | 14:19 | 28:48 | 47:52 | 16:13 | 12:00 |
 | Crystalys | 17 | 24.29% | 85.7 | 58.82% | +24.86% | -8.82% | -33.82% | -4.95% | 32:24 | 24:41 | 28:43 | 31:38 | 33:46 | 52:59 | 05:03 | 03:44 |
 | Fluffy Hat | 11 | 15.71% | 83.3 | 63.64% | +28.05% | +36.36% | -30.31% | 0.00% | 06:42 | 02:35 | 03:24 | 07:09 | 08:58 | 10:02 | 05:34 | 04:07 |
 | Overwhelming Blink | 3 | 4.29% | 81.0 | 100.00% | +62.69% | 0.00% | 0.00% | 0.00% | 54:25 | 42:20 | 42:20 | 59:11 | 1:01:43 | 1:01:43 | 19:23 | 14:21 |
 | Black King Bar | 66 | 94.29% | 78.6 | 40.91% | +15.91% | +12.03% | -3.41% | -3.75% | 21:43 | 15:25 | 19:13 | 20:53 | 23:20 | 37:09 | 04:07 | 03:02 |
 | Boots of Speed | 70 | 100.00% | 76.2 | 40.00% | +40.00% | -1.11% | +7.06% | 2.83% | 04:35 | -01:29 | 03:19 | 04:25 | 06:12 | 10:04 | 02:53 | 02:08 |
 | Battle Fury | 20 | 28.57% | 73.8 | 50.00% | +14.00% | +10.00% | +10.00% | 0.00% | 14:33 | 10:27 | 13:40 | 14:37 | 15:04 | 17:55 | 01:24 | 01:02 |
 | Void Stone | 23 | 32.86% | 71.4 | 47.83% | +11.66% | -14.50% | -31.16% | -2.97% | 15:39 | 06:28 | 08:54 | 12:53 | 14:31 | 47:52 | 05:37 | 04:09 |
 | Falcon Blade | 10 | 14.29% | 69.0 | 60.00% | +23.33% | +40.00% | -60.00% | 0.00% | 08:27 | 04:18 | 05:16 | 08:50 | 11:09 | 12:59 | 05:53 | 04:21 |
 | Magic Stick | 63 | 90.00% | 66.7 | 38.10% | -19.04% | -13.10% | -0.60% | 2.63% | 03:21 | -01:29 | -01:29 | 02:24 | 06:14 | 18:22 | 07:43 | 05:42 |
 | Quelling Blade | 53 | 75.71% | 64.3 | 37.74% | -9.32% | +0.72% | -14.66% | 0.00% | -01:11 | -01:29 | -01:29 | -01:29 | -01:29 | 08:32 | 00:00 | 00:00 |
 | Power Treads | 19 | 27.14% | 61.9 | 47.37% | +10.12% | +12.63% | +32.63% | 10.34% | 06:07 | 03:22 | 04:53 | 05:41 | 06:49 | 09:57 | 01:56 | 01:25 |
 | Chainmail | 45 | 64.29% | 59.5 | 37.78% | -6.22% | -1.42% | -10.51% | -2.09% | 08:34 | 04:24 | 05:35 | 07:23 | 09:56 | 31:10 | 04:21 | 03:13 |
 | Phase Boots | 46 | 65.71% | 57.1 | 36.96% | -8.87% | +4.71% | -18.78% | -4.04% | 09:38 | 05:05 | 06:56 | 08:23 | 12:45 | 31:26 | 05:49 | 04:18 |
 | Blight Stone | 6 | 8.57% | 54.8 | 66.67% | +29.17% | +33.33% | -66.67% | 0.00% | 00:00 | -01:29 | -01:29 | -01:29 | 01:25 | 04:29 | 02:54 | 02:08 |
 | Bracer | 13 | 18.57% | 52.4 | 46.15% | +7.55% | +53.85% | -12.82% | -66.67% | 03:41 | 01:20 | 01:34 | 01:56 | 02:28 | 23:43 | 00:54 | 00:40 |
 | Wind Lace | 13 | 18.57% | 50.0 | 46.15% | +7.55% | -12.82% | +53.85% | 7.22% | 11:15 | -01:29 | 05:29 | 13:46 | 14:43 | 21:39 | 09:14 | 06:50 |
 | Wraith Band | 29 | 41.43% | 47.6 | 34.48% | -9.42% | -5.91% | +8.38% | 9.97% | 03:43 | -01:29 | 01:30 | 01:57 | 02:56 | 23:32 | 01:26 | 01:03 |
 | Magic Wand | 44 | 62.86% | 45.2 | 27.27% | -34.27% | 0.00% | +9.09% | 1.17% | 08:45 | -01:29 | 04:09 | 08:06 | 11:56 | 24:36 | 07:47 | 05:45 |
 | Orb of Venom | 6 | 8.57% | 42.9 | 50.00% | +10.94% | 0.00% | -50.00% | 0.00% | 02:25 | -01:29 | -01:28 | 01:52 | 03:43 | 09:33 | 05:11 | 03:50 |
 | Helm of Iron Will | 20 | 28.57% | 40.5 | 30.00% | -14.00% | -10.00% | +10.00% | 0.80% | 17:09 | 02:45 | 04:56 | 07:02 | 30:01 | 1:02:03 | 25:05 | 18:34 |
 | Monkey King Bar | 3 | 4.29% | 38.1 | 66.67% | +27.86% | -66.67% | 0.00% | 0.00% | 42:12 | 38:09 | 38:09 | 41:01 | 47:27 | 47:27 | 09:18 | 06:53 |
 | Armlet of Mordiggian | 14 | 20.00% | 35.7 | 28.57% | -14.29% | -28.57% | -28.57% | 0.00% | 13:22 | 08:50 | 10:46 | 12:01 | 14:33 | 28:29 | 03:47 | 02:48 |
 | Javelin | 4 | 5.71% | 33.3 | 50.00% | +10.61% | -50.00% | +50.00% | 0.00% | 39:57 | 34:03 | 34:03 | 37:42 | 40:52 | 47:12 | 06:49 | 05:02 |
 | Ring of Protection | 4 | 5.71% | 31.0 | 50.00% | +10.61% | -50.00% | -50.00% | 0.00% | 22:21 | 07:38 | 07:38 | 08:19 | 31:23 | 42:04 | 23:45 | 17:35 |
 | Divine Rapier | 1 | 1.43% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 1:06:34 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.43% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:41 | 60:41 | 60:41 | 60:41 | 60:41 | 60:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.43% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.43% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.43% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Soul Ring | 2 | 2.86% | 16.7 | 50.00% | +10.29% | -50.00% | 0.00% | 0.00% | 08:08 | 07:38 | 07:38 | 08:38 | 08:38 | 08:38 | 01:00 | 00:44 |
 | Assault Cuirass | 2 | 2.86% | 14.3 | 50.00% | +10.29% | +50.00% | 0.00% | 0.00% | 37:59 | 32:07 | 32:07 | 43:50 | 43:50 | 43:50 | 11:43 | 08:40 |
 | Buckler | 2 | 2.86% | 11.9 | 50.00% | +10.29% | +50.00% | 0.00% | 0.00% | 36:46 | 31:23 | 31:23 | 42:08 | 42:08 | 42:08 | 10:45 | 07:57 |
 | Refresher Orb | 3 | 4.29% | 9.5 | 33.33% | -6.97% | -33.33% | 0.00% | 0.00% | 43:48 | 38:35 | 38:35 | 44:56 | 47:52 | 47:52 | 09:17 | 06:52 |
 | Nullifier | 3 | 4.29% | 7.1 | 0.00% | -41.79% | 0.00% | 0.00% | 0.00% | 44:51 | 35:53 | 35:53 | 35:53 | 1:02:46 | 1:02:46 | 26:53 | 19:54 |
 | Bottle | 1 | 1.43% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 2.86% | 2.4 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 46:34 | 45:51 | 45:51 | 47:16 | 47:16 | 47:16 | 01:25 | 01:02 |