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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 | |
 | Skull Basher | 21 | 43.75% | 100.0 | 66.67% | +33.34% | +13.33% | -6.67% | -5.36% | 27:03 | 18:43 | 24:10 | 26:08 | 27:54 | 45:34 | 03:44 | 02:45 |
 | Assault Cuirass | 27 | 56.25% | 97.9 | 62.96% | +34.39% | -5.82% | -34.39% | -11.13% | 24:01 | 18:13 | 22:09 | 24:18 | 24:43 | 32:03 | 02:34 | 01:54 |
 | Buckler | 29 | 60.42% | 95.7 | 58.62% | +27.04% | -1.48% | -30.05% | -9.80% | 23:19 | 16:32 | 20:54 | 22:59 | 23:49 | 36:28 | 02:55 | 02:09 |
 | Radiance | 38 | 79.17% | 93.6 | 55.26% | +35.26% | +24.74% | -44.15% | -29.11% | 14:28 | 09:47 | 13:13 | 14:10 | 15:35 | 20:21 | 02:22 | 01:45 |
 | Black King Bar | 34 | 70.83% | 91.5 | 55.88% | +27.31% | +33.01% | -30.88% | -21.54% | 19:13 | 15:06 | 17:38 | 18:30 | 20:36 | 30:57 | 02:58 | 02:11 |
 | Quelling Blade | 39 | 81.25% | 89.4 | 53.85% | +31.63% | -13.85% | +16.15% | 0.00% | -01:03 | -01:29 | -01:29 | -01:29 | -01:29 | 08:25 | 00:00 | 00:00 |
 | Blink Dagger | 40 | 83.33% | 87.2 | 52.50% | +27.50% | +17.50% | -32.50% | -9.55% | 20:03 | 12:02 | 16:30 | 20:08 | 21:44 | 30:11 | 05:14 | 03:52 |
 | Chainmail | 31 | 64.58% | 85.1 | 54.84% | +19.55% | -4.84% | -4.84% | 0.00% | 07:51 | 01:07 | 04:46 | 06:15 | 07:47 | 25:12 | 03:01 | 02:14 |
 | Ring of Health | 18 | 37.50% | 83.0 | 61.11% | +21.11% | +18.89% | -11.11% | -4.74% | 32:12 | 22:26 | 27:29 | 29:18 | 33:49 | 54:38 | 06:20 | 04:41 |
 | Magic Wand | 18 | 37.50% | 80.9 | 61.11% | +21.11% | +18.89% | -11.11% | -2.31% | 06:07 | -01:29 | -01:29 | 02:04 | 14:28 | 20:35 | 15:57 | 11:48 |
 | Phase Boots | 29 | 60.42% | 78.7 | 55.17% | +18.33% | +1.97% | -12.31% | -6.30% | 08:33 | 04:00 | 06:17 | 07:34 | 08:33 | 25:24 | 02:16 | 01:40 |
 | Ring of Protection | 46 | 95.83% | 76.6 | 50.00% | +50.00% | 0.00% | +4.55% | 1.20% | 02:55 | -01:29 | 00:55 | 03:10 | 04:43 | 09:03 | 03:48 | 02:48 |
 | Soul Ring | 46 | 95.83% | 74.5 | 50.00% | +50.00% | +8.33% | -4.55% | -5.40% | 04:42 | 00:56 | 03:18 | 04:09 | 05:41 | 09:36 | 02:23 | 01:45 |
 | Boots of Speed | 48 | 100.00% | 72.3 | 47.92% | +47.92% | +18.75% | -22.92% | -17.48% | 03:56 | 01:12 | 02:24 | 03:18 | 04:47 | 09:49 | 02:23 | 01:45 |
 | Magic Stick | 26 | 54.17% | 70.2 | 53.85% | +12.94% | -10.99% | +12.82% | 23.81% | 00:46 | -01:29 | -01:29 | -01:29 | 02:01 | 13:52 | 03:30 | 02:35 |
 | Vanguard | 13 | 27.08% | 68.1 | 61.54% | +18.68% | +5.13% | +5.13% | 0.00% | 31:24 | 26:11 | 27:29 | 29:18 | 31:37 | 45:53 | 04:08 | 03:03 |
 | Abyssal Blade | 13 | 27.08% | 66.0 | 61.54% | +18.68% | +38.46% | +5.13% | -7.46% | 31:38 | 26:14 | 27:34 | 29:32 | 32:02 | 46:20 | 04:28 | 03:18 |
 | Helm of Iron Will | 6 | 12.50% | 63.8 | 66.67% | +21.43% | -16.67% | +33.33% | 0.00% | 08:38 | 04:17 | 04:35 | 05:21 | 06:37 | 25:28 | 02:02 | 01:30 |
 | Overwhelming Blink | 6 | 12.50% | 61.7 | 66.67% | +21.43% | +33.33% | +33.33% | 0.00% | 30:27 | 24:26 | 28:05 | 31:00 | 32:43 | 34:37 | 04:38 | 03:25 |
 | Mage Slayer | 2 | 4.17% | 59.6 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 26:33 | 25:40 | 25:40 | 27:26 | 27:26 | 27:26 | 01:46 | 01:18 |
 | Aghanim's Scepter | 16 | 33.33% | 57.4 | 43.75% | -6.25% | -18.75% | -18.75% | 0.00% | 28:51 | 14:31 | 15:37 | 31:43 | 36:50 | 56:46 | 21:13 | 15:42 |
 | Wind Lace | 8 | 16.67% | 55.3 | 50.00% | +2.50% | +50.00% | -50.00% | -34.48% | 07:37 | 05:27 | 05:50 | 07:15 | 08:44 | 09:37 | 02:54 | 02:08 |
 | Armlet of Mordiggian | 5 | 10.42% | 53.2 | 60.00% | +13.49% | +40.00% | -60.00% | 0.00% | 09:33 | 08:30 | 08:30 | 09:19 | 10:05 | 10:59 | 01:35 | 01:10 |
 | Void Stone | 5 | 10.42% | 51.1 | 60.00% | +13.49% | +40.00% | -60.00% | 0.00% | 34:32 | 23:07 | 23:07 | 33:04 | 33:49 | 54:38 | 10:42 | 07:55 |
 | Satanic | 3 | 6.25% | 48.9 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 34:40 | 26:11 | 26:11 | 36:41 | 41:09 | 41:09 | 14:58 | 11:05 |
 | Power Treads | 7 | 14.58% | 46.8 | 42.86% | -5.92% | +7.14% | +7.14% | 0.00% | 09:58 | 04:59 | 05:19 | 07:15 | 07:52 | 21:15 | 02:33 | 01:53 |
 | Aghanim's Shard | 12 | 25.00% | 44.7 | 33.33% | -19.45% | +33.34% | -33.33% | -5.63% | 31:33 | 17:25 | 21:46 | 28:51 | 33:37 | 1:03:27 | 11:51 | 08:46 |
 | Swift Blink | 4 | 8.33% | 42.6 | 50.00% | +2.27% | +50.00% | -50.00% | 0.00% | 36:44 | 31:23 | 31:23 | 31:24 | 41:29 | 42:41 | 10:06 | 07:28 |
 | Linken's Sphere | 1 | 2.08% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.08% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.08% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 10.42% | 34.0 | 40.00% | -8.84% | +60.00% | +60.00% | 0.00% | 33:11 | 25:35 | 25:35 | 36:21 | 36:28 | 40:47 | 10:53 | 08:03 |
 | Bracer | 6 | 12.50% | 31.9 | 33.33% | -16.67% | +16.67% | +66.67% | 0.00% | 01:58 | 01:07 | 01:20 | 01:37 | 02:10 | 03:51 | 00:50 | 00:37 |
 | Lotus Orb | 2 | 4.17% | 29.8 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 33:32 | 33:12 | 33:12 | 33:51 | 33:51 | 33:51 | 00:39 | 00:28 |
 | Sange | 3 | 6.25% | 27.7 | 33.33% | -15.56% | -33.33% | 0.00% | 0.00% | 31:47 | 25:31 | 25:31 | 28:44 | 41:06 | 41:06 | 15:35 | 11:32 |
 | Shadow Blade | 4 | 8.33% | 25.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 40:05 | 21:57 | 21:57 | 26:38 | 49:24 | 1:02:19 | 27:27 | 20:20 |
 | Silver Edge | 4 | 8.33% | 23.4 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 42:55 | 28:28 | 28:28 | 31:27 | 49:24 | 1:02:19 | 20:56 | 15:30 |
 | Crystalys | 4 | 8.33% | 21.3 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 42:43 | 28:04 | 28:04 | 31:04 | 49:24 | 1:02:19 | 21:20 | 15:48 |
 | Blight Stone | 1 | 2.08% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.08% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.08% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.08% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 4.17% | 10.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 31:57 | 27:26 | 27:26 | 36:28 | 36:28 | 36:28 | 09:02 | 06:41 |
 | Medallion of Courage | 1 | 2.08% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 4.17% | 6.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:59 | 21:29 | 21:29 | 36:28 | 36:28 | 36:28 | 14:59 | 11:05 |
 | Refresher Orb | 1 | 2.08% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.08% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |