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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 | |
 | Assault Cuirass | 44 | 24.04% | 100.0 | 77.27% | +29.07% | -4.54% | +4.55% | 1.78% | 30:57 | 20:56 | 27:51 | 30:31 | 32:58 | 50:55 | 05:07 | 03:47 |
 | Buckler | 47 | 25.68% | 98.2 | 76.60% | +28.81% | -1.60% | +6.73% | 1.36% | 29:44 | 19:21 | 25:29 | 29:51 | 31:37 | 50:10 | 06:08 | 04:32 |
 | Vanguard | 36 | 19.67% | 96.5 | 77.78% | +28.12% | 0.00% | -11.11% | 0.00% | 40:12 | 29:31 | 36:06 | 40:49 | 43:28 | 53:26 | 07:22 | 05:27 |
 | Abyssal Blade | 36 | 19.67% | 94.7 | 77.78% | +28.12% | 0.00% | -11.11% | 0.00% | 40:29 | 29:37 | 36:12 | 41:06 | 43:41 | 53:31 | 07:29 | 05:32 |
 | Ring of Protection | 49 | 26.78% | 93.0 | 73.47% | +24.96% | -6.80% | +9.86% | 2.24% | 27:41 | -01:29 | 24:10 | 28:53 | 31:37 | 50:10 | 07:27 | 05:31 |
 | Ring of Health | 49 | 26.78% | 91.2 | 71.43% | +22.18% | -21.43% | +3.57% | 2.17% | 37:16 | 22:14 | 31:28 | 37:45 | 42:59 | 53:26 | 11:31 | 08:31 |
 | Blight Stone | 100 | 54.64% | 89.5 | 62.00% | +15.01% | +2.00% | +18.00% | 2.27% | 12:13 | 01:50 | 08:11 | 12:21 | 15:13 | 28:47 | 07:02 | 05:12 |
 | Skull Basher | 109 | 59.56% | 87.7 | 60.55% | +13.25% | -4.99% | -1.29% | 0.41% | 28:17 | 15:09 | 23:06 | 27:26 | 32:02 | 53:09 | 08:56 | 06:37 |
 | Black King Bar | 49 | 26.78% | 86.0 | 65.31% | +13.82% | +9.69% | +1.36% | -0.72% | 32:35 | 23:03 | 25:28 | 30:30 | 37:06 | 1:07:34 | 11:38 | 08:37 |
 | Desolator | 60 | 32.79% | 84.2 | 63.33% | +12.11% | +3.34% | +3.34% | 0.00% | 19:38 | 15:44 | 16:53 | 18:44 | 20:50 | 29:28 | 03:57 | 02:55 |
 | Wind Lace | 6 | 3.28% | 82.5 | 100.00% | +46.33% | 0.00% | 0.00% | 0.00% | 08:38 | -01:29 | 02:57 | 03:37 | 12:38 | 22:18 | 09:41 | 07:10 |
 | Eye of Skadi | 61 | 33.33% | 80.7 | 62.30% | +10.66% | -8.97% | +31.03% | 6.06% | 27:40 | 19:46 | 24:04 | 26:05 | 30:40 | 43:44 | 06:36 | 04:53 |
 | Helm of Iron Will | 176 | 96.17% | 78.9 | 56.25% | +27.68% | -8.52% | +5.11% | 3.95% | 09:18 | 02:44 | 07:46 | 09:35 | 11:13 | 27:50 | 03:27 | 02:33 |
 | Armlet of Mordiggian | 175 | 95.63% | 77.2 | 56.00% | +18.50% | -3.73% | +7.64% | 5.37% | 11:59 | 07:08 | 10:54 | 12:05 | 13:01 | 17:08 | 02:07 | 01:34 |
 | Chainmail | 183 | 100.00% | 75.4 | 55.19% | +55.19% | +1.33% | -9.54% | -3.88% | 05:41 | 01:46 | 03:47 | 05:05 | 06:35 | 16:33 | 02:48 | 02:04 |
 | Phase Boots | 183 | 100.00% | 73.7 | 55.19% | +55.19% | +12.20% | -11.71% | -12.70% | 07:06 | 03:53 | 05:34 | 06:23 | 07:27 | 17:08 | 01:53 | 01:23 |
 | Boots of Speed | 183 | 100.00% | 71.9 | 55.19% | +55.19% | +3.51% | -7.36% | -5.26% | 04:17 | 01:27 | 02:50 | 03:48 | 04:54 | 11:18 | 02:04 | 01:31 |
 | Quelling Blade | 180 | 98.36% | 70.2 | 55.00% | -11.67% | -1.67% | -1.67% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 04:57 | 00:00 | 00:00 |
 | Morbid Mask | 39 | 21.31% | 68.4 | 64.10% | +11.32% | +5.90% | -14.10% | -2.24% | 31:03 | 19:22 | 26:08 | 30:19 | 35:04 | 53:11 | 08:56 | 06:37 |
 | Heaven's Halberd | 45 | 24.59% | 66.7 | 62.22% | +9.32% | +10.51% | -16.77% | -4.30% | 22:30 | 16:18 | 18:28 | 19:43 | 24:49 | 38:38 | 06:21 | 04:42 |
 | Yasha | 52 | 28.42% | 64.9 | 59.62% | +6.18% | -5.77% | +9.61% | 1.84% | 23:35 | 14:15 | 18:48 | 20:47 | 27:10 | 48:43 | 08:22 | 06:11 |
 | Magic Wand | 126 | 68.85% | 63.2 | 53.17% | -6.48% | -3.17% | -1.56% | 0.29% | 10:43 | -01:29 | 07:52 | 11:28 | 13:26 | 25:44 | 05:34 | 04:07 |
 | Sange | 117 | 63.93% | 61.4 | 52.99% | -6.10% | +2.18% | +9.08% | 3.07% | 17:02 | 13:18 | 15:34 | 16:26 | 17:49 | 26:36 | 02:15 | 01:40 |
 | Magic Stick | 136 | 74.32% | 59.6 | 52.21% | -11.62% | -8.09% | +0.73% | 0.82% | 06:01 | -01:29 | -01:28 | 05:48 | 12:17 | 22:30 | 13:45 | 10:11 |
 | Blink Dagger | 5 | 2.73% | 57.9 | 100.00% | +46.07% | 0.00% | 0.00% | 0.00% | 44:38 | 34:56 | 34:56 | 46:46 | 48:28 | 57:18 | 13:32 | 10:01 |
 | Satanic | 36 | 19.67% | 56.1 | 61.11% | +7.37% | +5.56% | -16.67% | 0.00% | 31:41 | 20:17 | 26:15 | 30:34 | 35:23 | 53:45 | 09:08 | 06:45 |
 | Orb of Venom | 69 | 37.70% | 54.4 | 55.07% | -0.19% | -8.01% | -25.66% | -2.72% | 05:30 | -01:29 | 01:48 | 04:42 | 08:18 | 15:17 | 06:30 | 04:48 |
 | Bracer | 69 | 37.70% | 52.6 | 55.07% | -0.19% | +3.75% | +3.75% | 0.00% | 02:00 | -01:29 | 01:29 | 01:46 | 02:20 | 10:31 | 00:51 | 00:37 |
 | Sange and Yasha | 41 | 22.40% | 50.9 | 56.10% | +1.17% | -6.10% | +3.90% | 1.10% | 24:38 | 17:08 | 18:59 | 21:58 | 28:02 | 48:46 | 09:03 | 06:42 |
 | Aghanim's Shard | 39 | 21.31% | 49.1 | 56.41% | +1.55% | +13.59% | -6.41% | -2.09% | 23:33 | 15:01 | 16:41 | 19:30 | 26:16 | 54:21 | 09:35 | 07:05 |
 | Fluffy Hat | 49 | 26.78% | 47.4 | 53.06% | -2.91% | +5.27% | -3.06% | -1.30% | 09:13 | 02:37 | 06:17 | 08:56 | 12:42 | 16:18 | 06:25 | 04:45 |
 | Orb of Corrosion | 49 | 26.78% | 45.6 | 53.06% | -2.91% | +5.27% | +5.27% | 0.00% | 09:58 | 02:59 | 07:03 | 09:08 | 13:19 | 16:43 | 06:16 | 04:38 |
 | Void Stone | 17 | 9.29% | 43.9 | 64.71% | +10.49% | +10.29% | +10.29% | 0.00% | 32:00 | 23:16 | 24:04 | 30:23 | 38:39 | 43:59 | 14:35 | 10:48 |
 | Hand of Midas | 15 | 8.20% | 42.1 | 66.67% | +12.50% | +8.33% | -16.67% | 0.00% | 11:08 | 06:47 | 09:50 | 10:38 | 11:37 | 17:52 | 01:47 | 01:19 |
 | Linken's Sphere | 16 | 8.74% | 40.4 | 62.50% | +8.01% | +12.50% | +12.50% | 0.00% | 31:51 | 23:19 | 24:16 | 29:30 | 38:07 | 44:04 | 13:51 | 10:15 |
 | Javelin | 28 | 15.30% | 38.6 | 53.57% | -1.91% | +3.57% | +17.86% | 0.00% | 20:47 | 07:58 | 10:46 | 17:44 | 25:04 | 1:04:27 | 14:18 | 10:35 |
 | Nullifier | 11 | 6.01% | 36.8 | 63.64% | +8.99% | +36.36% | -30.31% | 0.00% | 37:49 | 24:40 | 29:19 | 36:50 | 39:51 | 54:23 | 10:32 | 07:48 |
 | Manta Style | 9 | 4.92% | 35.1 | 66.67% | +12.07% | -16.67% | -16.67% | 0.00% | 22:12 | 18:13 | 19:03 | 20:32 | 25:04 | 28:35 | 06:01 | 04:27 |
 | Mjollnir | 12 | 6.56% | 33.3 | 58.33% | +3.36% | +8.34% | +8.34% | 0.00% | 30:19 | 21:17 | 25:08 | 28:27 | 32:55 | 47:07 | 07:47 | 05:45 |
 | Maelstrom | 17 | 9.29% | 31.6 | 47.06% | -8.96% | +2.94% | -22.06% | 0.00% | 15:47 | 11:48 | 12:58 | 14:59 | 16:49 | 25:22 | 03:51 | 02:51 |
 | Silver Edge | 12 | 6.56% | 29.8 | 50.00% | -5.56% | -50.00% | +16.67% | 0.00% | 33:07 | 22:54 | 26:34 | 32:45 | 37:03 | 46:50 | 10:29 | 07:45 |
 | Crystalys | 19 | 10.38% | 28.1 | 42.11% | -14.60% | -22.11% | +37.89% | 0.00% | 32:29 | 22:54 | 27:47 | 32:26 | 36:58 | 42:16 | 09:11 | 06:48 |
 | Shadow Blade | 13 | 7.10% | 26.3 | 46.15% | -9.73% | -46.15% | -12.82% | 0.00% | 31:15 | 18:59 | 23:27 | 32:17 | 36:21 | 46:44 | 12:54 | 09:33 |
 | Monkey King Bar | 10 | 5.46% | 24.6 | 50.00% | -5.49% | +16.67% | 0.00% | 0.00% | 36:28 | 26:29 | 29:58 | 33:57 | 38:35 | 1:04:39 | 08:37 | 06:22 |
 | Radiance | 2 | 1.09% | 22.8 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 20:53 | 19:39 | 19:39 | 22:07 | 22:07 | 22:07 | 02:28 | 01:49 |
 | Overwhelming Blink | 2 | 1.09% | 21.1 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 46:08 | 40:55 | 40:55 | 51:21 | 51:21 | 51:21 | 10:26 | 07:43 |
 | Swift Blink | 2 | 1.09% | 19.3 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 52:13 | 47:00 | 47:00 | 57:26 | 57:26 | 57:26 | 10:26 | 07:43 |
 | Daedalus | 4 | 2.19% | 17.5 | 50.00% | -5.31% | -50.00% | +50.00% | 0.00% | 45:17 | 34:59 | 34:59 | 46:53 | 49:21 | 49:54 | 14:22 | 10:38 |
 | Orchid Malevolence | 1 | 0.55% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.55% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.55% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.55% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.55% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.09% | 7.0 | 50.00% | -5.25% | +50.00% | 0.00% | 0.00% | 02:21 | 02:14 | 02:14 | 02:28 | 02:28 | 02:28 | 00:14 | 00:10 |
 | Divine Rapier | 1 | 0.55% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.55% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.55% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |