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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 | |
 | Swift Blink | 18 | 28.57% | 100.0 | 94.44% | +58.88% | +5.56% | +5.56% | 0.00% | 40:24 | 26:58 | 36:17 | 40:57 | 43:11 | 49:54 | 06:54 | 05:06 |
 | Morbid Mask | 11 | 17.46% | 97.7 | 81.82% | +35.67% | -48.49% | +18.18% | 5.46% | 37:08 | 13:18 | 29:47 | 34:10 | 41:59 | 1:07:35 | 12:12 | 09:02 |
 | Abyssal Blade | 38 | 60.32% | 95.3 | 65.79% | +33.79% | +34.21% | -32.46% | -15.27% | 32:58 | 27:31 | 30:43 | 31:48 | 35:05 | 42:04 | 04:22 | 03:14 |
 | Vanguard | 38 | 60.32% | 93.0 | 65.79% | +33.79% | +24.21% | -21.35% | -9.87% | 32:04 | 12:05 | 29:58 | 31:31 | 34:35 | 41:52 | 04:37 | 03:25 |
 | Satanic | 8 | 12.70% | 90.7 | 87.50% | +40.23% | +12.50% | +12.50% | 0.00% | 42:02 | 25:00 | 30:38 | 35:20 | 52:31 | 1:07:48 | 21:53 | 16:12 |
 | Skull Basher | 54 | 85.71% | 88.4 | 61.11% | +61.11% | +31.75% | -30.34% | -20.36% | 26:00 | 17:23 | 24:23 | 25:45 | 27:26 | 32:47 | 03:03 | 02:15 |
 | Aghanim's Scepter | 10 | 15.87% | 86.0 | 80.00% | +32.83% | +20.00% | -30.00% | -6.61% | 31:47 | 20:29 | 27:15 | 32:35 | 34:49 | 38:26 | 07:34 | 05:36 |
 | Wraith Band | 20 | 31.75% | 83.7 | 65.00% | +18.49% | -5.00% | +15.00% | 19.67% | 02:55 | 00:26 | 01:46 | 02:11 | 02:47 | 15:51 | 01:01 | 00:45 |
 | Blink Dagger | 61 | 96.83% | 81.4 | 54.10% | +54.10% | +12.57% | -27.43% | -6.80% | 20:37 | 14:36 | 17:12 | 20:46 | 23:05 | 31:27 | 05:53 | 04:21 |
 | Void Stone | 61 | 96.83% | 79.1 | 54.10% | +54.10% | -0.77% | -14.10% | -3.49% | 11:43 | 05:24 | 10:00 | 11:52 | 13:49 | 16:36 | 03:49 | 02:49 |
 | Battle Fury | 61 | 96.83% | 76.7 | 54.10% | +54.10% | +5.90% | -27.43% | -18.52% | 14:15 | 10:29 | 13:11 | 14:16 | 14:59 | 18:33 | 01:48 | 01:20 |
 | Boots of Travel 2 | 4 | 6.35% | 74.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 53:32 | 39:40 | 39:40 | 47:43 | 1:01:46 | 1:04:58 | 22:06 | 16:22 |
 | Ring of Health | 62 | 98.41% | 72.1 | 53.23% | +53.23% | -15.73% | -6.56% | 2.54% | 05:48 | 01:49 | 03:37 | 05:00 | 07:14 | 15:23 | 03:37 | 02:40 |
 | Boots of Speed | 63 | 100.00% | 69.8 | 52.38% | +52.38% | -2.38% | -2.38% | 0.00% | 03:48 | 00:48 | 02:26 | 03:34 | 04:55 | 07:34 | 02:29 | 01:50 |
 | Quelling Blade | 63 | 100.00% | 67.4 | 52.38% | +52.38% | +10.12% | -14.88% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 59 | 93.65% | 65.1 | 52.54% | +2.54% | +20.79% | -12.54% | -9.80% | 21:39 | 17:49 | 19:45 | 21:20 | 23:09 | 28:02 | 03:24 | 02:31 |
 | Phase Boots | 48 | 76.19% | 62.8 | 54.17% | +7.50% | +20.83% | -12.50% | -14.08% | 09:01 | 04:26 | 06:51 | 08:18 | 09:13 | 26:26 | 02:22 | 01:45 |
 | Chainmail | 48 | 76.19% | 60.5 | 54.17% | +7.50% | +4.16% | +4.16% | 0.00% | 07:45 | 03:30 | 05:49 | 06:49 | 07:47 | 26:21 | 01:58 | 01:27 |
 | Magic Stick | 50 | 79.37% | 58.1 | 52.00% | -1.85% | -13.54% | -18.67% | 0.00% | -00:45 | -01:30 | -01:29 | -01:29 | -01:29 | 20:51 | 00:00 | 00:00 |
 | Wind Lace | 29 | 46.03% | 55.8 | 51.72% | -1.22% | +5.42% | -8.86% | -4.28% | 13:49 | 03:31 | 11:54 | 14:02 | 15:14 | 33:56 | 03:20 | 02:28 |
 | Magic Wand | 34 | 53.97% | 53.5 | 50.00% | -5.17% | +5.56% | -25.00% | -2.92% | 11:12 | 01:47 | 05:30 | 09:57 | 15:59 | 22:00 | 10:29 | 07:45 |
 | Refresher Orb | 3 | 4.76% | 51.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:56 | 38:59 | 38:59 | 55:12 | 55:36 | 55:36 | 16:37 | 12:18 |
 | Orb of Venom | 5 | 7.94% | 48.8 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 02:48 | 01:50 | 01:50 | 03:05 | 03:19 | 03:50 | 01:29 | 01:05 |
 | Power Treads | 14 | 22.22% | 46.5 | 50.00% | -3.06% | 0.00% | -16.67% | -5.44% | 08:55 | 04:45 | 06:54 | 07:49 | 09:58 | 15:51 | 03:04 | 02:16 |
 | Silver Edge | 2 | 3.17% | 44.2 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 33:36 | 29:58 | 29:58 | 37:14 | 37:14 | 37:14 | 07:16 | 05:22 |
 | Orb of Corrosion | 2 | 3.17% | 41.9 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 09:40 | 04:28 | 04:28 | 14:51 | 14:51 | 14:51 | 10:23 | 07:41 |
 | Crystalys | 2 | 3.17% | 39.5 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 33:12 | 29:41 | 29:41 | 36:43 | 36:43 | 36:43 | 07:02 | 05:12 |
 | Eye of Skadi | 2 | 3.17% | 37.2 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 29:56 | 29:01 | 29:01 | 30:50 | 30:50 | 30:50 | 01:49 | 01:20 |
 | Fluffy Hat | 2 | 3.17% | 34.9 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 08:41 | 03:10 | 03:10 | 14:11 | 14:11 | 14:11 | 11:01 | 08:09 |
 | Shadow Blade | 2 | 3.17% | 32.6 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 30:10 | 26:56 | 26:56 | 33:23 | 33:23 | 33:23 | 06:27 | 04:46 |
 | Helm of Iron Will | 5 | 7.94% | 30.2 | 60.00% | +8.28% | -60.00% | +40.00% | 0.00% | 37:28 | 24:34 | 24:34 | 35:11 | 42:31 | 50:09 | 17:57 | 13:17 |
 | Nullifier | 5 | 7.94% | 27.9 | 60.00% | +8.28% | -60.00% | +40.00% | 0.00% | 38:27 | 27:31 | 27:31 | 35:54 | 42:52 | 50:28 | 15:21 | 11:22 |
 | Blight Stone | 3 | 4.76% | 25.6 | 66.67% | +15.00% | +33.33% | 0.00% | 0.00% | 07:03 | 02:19 | 02:19 | 04:40 | 14:10 | 14:10 | 11:51 | 08:46 |
 | Monkey King Bar | 7 | 11.11% | 23.3 | 42.86% | -10.71% | +7.14% | +7.14% | 0.00% | 35:27 | 30:23 | 31:22 | 35:28 | 38:59 | 40:21 | 07:37 | 05:38 |
 | Aghanim's Shard | 14 | 22.22% | 20.9 | 28.57% | -30.61% | -3.57% | -28.57% | -5.73% | 32:29 | 28:02 | 30:30 | 31:18 | 34:52 | 37:10 | 04:22 | 03:14 |
 | Javelin | 9 | 14.29% | 18.6 | 33.33% | -22.23% | -33.33% | +16.67% | 0.00% | 33:22 | 27:57 | 28:13 | 31:13 | 38:40 | 39:55 | 10:27 | 07:44 |
 | Moon Shard | 1 | 1.59% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Yasha | 1 | 1.59% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.59% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Sange | 1 | 1.59% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.59% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.59% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 4.76% | 2.3 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 43:06 | 37:17 | 37:17 | 45:06 | 46:56 | 46:56 | 09:39 | 07:08 |