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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 | |
 | Desolator | 12 | 37.50% | 100.0 | 83.33% | +28.33% | +16.67% | -16.66% | -3.98% | 21:34 | 16:36 | 17:01 | 20:37 | 25:24 | 29:28 | 08:23 | 06:12 |
 | Blight Stone | 18 | 56.25% | 97.6 | 77.78% | +27.78% | -17.78% | +22.22% | 7.92% | 14:41 | 01:50 | 12:17 | 13:16 | 17:20 | 24:59 | 05:03 | 03:44 |
 | Black King Bar | 8 | 25.00% | 95.2 | 87.50% | +29.17% | +12.50% | +12.50% | 0.00% | 33:45 | 27:32 | 30:56 | 31:09 | 34:22 | 41:18 | 03:26 | 02:32 |
 | Armlet of Mordiggian | 31 | 96.88% | 92.9 | 67.74% | +67.74% | -17.74% | +19.76% | 17.58% | 12:05 | 08:31 | 10:55 | 11:58 | 13:03 | 15:59 | 02:08 | 01:34 |
 | Helm of Iron Will | 31 | 96.88% | 90.5 | 67.74% | +67.74% | -17.74% | +32.26% | 23.62% | 09:37 | 02:57 | 09:02 | 09:42 | 11:09 | 15:20 | 02:07 | 01:34 |
 | Eye of Skadi | 13 | 40.63% | 88.1 | 76.92% | +19.03% | +23.08% | -10.25% | -7.02% | 25:40 | 19:46 | 22:15 | 24:47 | 27:00 | 35:51 | 04:45 | 03:31 |
 | Chainmail | 32 | 100.00% | 85.7 | 65.63% | +65.63% | +9.37% | -3.13% | -4.44% | 05:59 | 02:09 | 03:27 | 04:56 | 06:16 | 15:35 | 02:49 | 02:05 |
 | Boots of Speed | 32 | 100.00% | 83.3 | 65.63% | +65.63% | +9.37% | +9.37% | 0.00% | 04:06 | 01:38 | 03:02 | 03:27 | 04:50 | 11:18 | 01:48 | 01:20 |
 | Phase Boots | 32 | 100.00% | 81.0 | 65.63% | +65.63% | +9.37% | -15.63% | -14.42% | 07:29 | 03:53 | 05:49 | 06:39 | 07:33 | 15:59 | 01:44 | 01:17 |
 | Quelling Blade | 29 | 90.63% | 78.6 | 65.52% | -1.15% | -22.66% | +5.91% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Hand of Midas | 4 | 12.50% | 76.2 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 11:33 | 09:53 | 09:53 | 10:44 | 11:37 | 13:59 | 01:44 | 01:17 |
 | Bracer | 18 | 56.25% | 73.8 | 66.67% | +2.38% | +13.33% | +8.33% | -5.00% | 02:04 | 01:21 | 01:34 | 01:54 | 02:25 | 03:03 | 00:51 | 00:37 |
 | Skull Basher | 18 | 56.25% | 71.4 | 66.67% | +2.38% | -26.67% | +8.33% | 4.68% | 27:27 | 21:01 | 23:06 | 27:26 | 30:35 | 37:34 | 07:29 | 05:32 |
 | Magic Stick | 28 | 87.50% | 69.0 | 60.71% | -39.29% | -3.57% | +10.72% | 1.33% | 06:15 | -01:29 | 00:55 | 05:48 | 11:42 | 17:13 | 10:47 | 07:59 |
 | Magic Wand | 27 | 84.38% | 66.7 | 59.26% | -40.74% | -2.12% | -16.40% | -2.99% | 09:34 | -01:29 | 07:52 | 08:35 | 12:39 | 18:11 | 04:47 | 03:32 |
 | Morbid Mask | 6 | 18.75% | 64.3 | 83.33% | +21.79% | -33.33% | +16.67% | 0.00% | 33:09 | 20:57 | 22:25 | 26:34 | 40:27 | 53:11 | 18:02 | 13:21 |
 | Satanic | 6 | 18.75% | 61.9 | 83.33% | +21.79% | -33.33% | +16.67% | 0.00% | 33:51 | 21:23 | 23:57 | 27:17 | 41:08 | 53:45 | 17:11 | 12:43 |
 | Yasha | 10 | 31.25% | 59.5 | 70.00% | +6.36% | -3.33% | -20.00% | -1.96% | 21:04 | 14:15 | 15:18 | 19:13 | 23:48 | 32:38 | 08:30 | 06:17 |
 | Sange | 21 | 65.63% | 57.1 | 57.14% | -24.68% | +2.86% | +22.86% | 7.64% | 17:37 | 14:43 | 15:22 | 17:04 | 17:59 | 26:36 | 02:37 | 01:56 |
 | Ring of Health | 9 | 28.13% | 54.8 | 66.67% | +1.45% | -66.67% | +33.33% | 8.50% | 36:44 | 27:54 | 30:23 | 36:13 | 42:09 | 43:59 | 11:46 | 08:42 |
 | Abyssal Blade | 5 | 15.63% | 52.4 | 80.00% | +17.04% | +20.00% | +20.00% | 0.00% | 38:05 | 33:34 | 33:34 | 36:25 | 42:24 | 42:45 | 08:50 | 06:32 |
 | Manta Style | 5 | 15.63% | 50.0 | 80.00% | +17.04% | -80.00% | +20.00% | 0.00% | 19:53 | 18:13 | 18:13 | 19:38 | 20:32 | 22:00 | 02:19 | 01:42 |
 | Vanguard | 5 | 15.63% | 47.6 | 80.00% | +17.04% | +20.00% | +20.00% | 0.00% | 37:57 | 33:24 | 33:24 | 36:13 | 42:09 | 42:42 | 08:45 | 06:28 |
 | Orb of Venom | 12 | 37.50% | 45.2 | 58.33% | -11.67% | -25.00% | +8.34% | 6.33% | 03:43 | -01:29 | -01:29 | 02:58 | 06:45 | 12:56 | 08:14 | 06:05 |
 | Heaven's Halberd | 8 | 25.00% | 42.9 | 62.50% | -4.17% | +37.50% | -12.50% | -24.59% | 21:53 | 18:45 | 18:58 | 20:19 | 21:00 | 31:03 | 02:02 | 01:30 |
 | Buckler | 6 | 18.75% | 40.5 | 66.67% | +1.29% | +33.33% | +33.33% | 0.00% | 35:25 | 25:27 | 29:21 | 31:37 | 40:42 | 50:10 | 11:21 | 08:24 |
 | Ring of Protection | 6 | 18.75% | 40.5 | 66.67% | +1.29% | +33.33% | +33.33% | 0.00% | 35:25 | 25:27 | 29:21 | 31:37 | 40:42 | 50:10 | 11:21 | 08:24 |
 | Assault Cuirass | 6 | 18.75% | 35.7 | 66.67% | +1.29% | +33.33% | +33.33% | 0.00% | 36:37 | 27:56 | 31:15 | 32:35 | 40:57 | 50:55 | 09:42 | 07:11 |
 | Fluffy Hat | 7 | 21.88% | 33.3 | 57.14% | -10.86% | -7.14% | -7.14% | 0.00% | 10:18 | 03:29 | 07:16 | 12:08 | 12:56 | 14:15 | 05:40 | 04:11 |
 | Orb of Corrosion | 7 | 21.88% | 31.0 | 57.14% | -10.86% | -7.14% | -7.14% | 0.00% | 11:09 | 04:11 | 08:35 | 13:23 | 13:32 | 14:41 | 04:57 | 03:40 |
 | Aghanim's Shard | 4 | 12.50% | 28.6 | 50.00% | -17.86% | -50.00% | +50.00% | 0.00% | 23:23 | 15:37 | 15:37 | 17:26 | 22:48 | 37:42 | 07:11 | 05:19 |
 | Void Stone | 4 | 12.50% | 26.2 | 50.00% | -17.86% | -50.00% | +50.00% | 0.00% | 35:14 | 27:54 | 27:54 | 30:23 | 38:39 | 43:59 | 10:45 | 07:57 |
 | Linken's Sphere | 4 | 12.50% | 23.8 | 50.00% | -17.86% | -50.00% | +50.00% | 0.00% | 35:50 | 28:04 | 28:04 | 32:18 | 38:54 | 44:04 | 10:50 | 08:01 |
 | Sange and Yasha | 4 | 12.50% | 21.4 | 50.00% | -17.86% | +50.00% | -50.00% | 0.00% | 25:24 | 21:12 | 21:12 | 23:41 | 26:58 | 29:45 | 05:46 | 04:16 |
 | Nullifier | 1 | 3.13% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Javelin | 5 | 15.63% | 16.7 | 40.00% | -30.37% | -40.00% | -40.00% | 0.00% | 23:06 | 09:37 | 09:37 | 25:37 | 29:08 | 36:08 | 19:31 | 14:27 |
 | Monkey King Bar | 2 | 6.25% | 14.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 34:17 | 29:58 | 29:58 | 38:35 | 38:35 | 38:35 | 08:37 | 06:22 |
 | Silver Edge | 2 | 6.25% | 11.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 34:04 | 31:04 | 31:04 | 37:03 | 37:03 | 37:03 | 05:59 | 04:25 |
 | Shadow Blade | 3 | 9.38% | 9.5 | 33.33% | -35.64% | +66.67% | 0.00% | 0.00% | 32:46 | 27:37 | 27:37 | 32:42 | 37:59 | 37:59 | 10:22 | 07:40 |
 | Crystalys | 4 | 12.50% | 7.1 | 25.00% | -46.43% | -25.00% | -25.00% | 0.00% | 31:56 | 27:47 | 27:47 | 30:35 | 32:26 | 36:57 | 04:39 | 03:26 |
 | Maelstrom | 2 | 6.25% | 4.8 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 14:19 | 13:38 | 13:38 | 14:59 | 14:59 | 14:59 | 01:21 | 01:00 |
 | Mjollnir | 1 | 3.13% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |