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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 | |
 | Chainmail | 39 | 86.67% | 100.0 | 41.03% | +41.03% | -1.03% | +8.97% | 3.35% | 08:17 | 04:29 | 06:42 | 07:47 | 09:41 | 13:02 | 02:59 | 02:12 |
 | Soul Ring | 40 | 88.89% | 97.3 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | 07:39 | 03:17 | 05:17 | 06:49 | 09:38 | 17:57 | 04:21 | 03:13 |
 | Phase Boots | 38 | 84.44% | 94.6 | 39.47% | +25.18% | +0.53% | +16.09% | 5.13% | 09:54 | 05:02 | 08:37 | 09:30 | 11:39 | 14:55 | 03:02 | 02:14 |
 | Ring of Protection | 42 | 93.33% | 91.9 | 38.10% | +38.10% | -1.74% | +1.90% | 0.61% | 03:41 | -01:29 | -01:29 | 02:32 | 07:28 | 17:57 | 08:57 | 06:37 |
 | Quelling Blade | 40 | 88.89% | 89.2 | 37.50% | +17.50% | -17.50% | +22.50% | 0.00% | -01:08 | -01:30 | -01:29 | -01:29 | -01:29 | 12:37 | 00:00 | 00:00 |
 | Ring of Health | 37 | 82.22% | 86.5 | 37.84% | +12.84% | -4.51% | +6.60% | 1.61% | 08:42 | 02:06 | 03:17 | 04:15 | 10:12 | 44:14 | 06:55 | 05:07 |
 | Blink Dagger | 45 | 100.00% | 83.8 | 35.56% | +35.56% | -8.29% | +0.80% | 1.50% | 18:27 | 12:53 | 15:14 | 17:11 | 21:17 | 27:20 | 06:03 | 04:28 |
 | Boots of Speed | 45 | 100.00% | 81.1 | 35.56% | +35.56% | +0.80% | +9.89% | 2.40% | 06:06 | -01:29 | 04:12 | 06:22 | 07:59 | 11:27 | 03:47 | 02:48 |
 | Magic Stick | 40 | 88.89% | 78.4 | 35.00% | -5.00% | +5.00% | +15.00% | 1.69% | 04:37 | -01:29 | -01:29 | 03:17 | 07:24 | 21:29 | 08:53 | 06:34 |
 | Aghanim's Scepter | 22 | 48.89% | 75.7 | 40.91% | +10.48% | -7.58% | -40.91% | -5.39% | 25:00 | 16:07 | 22:03 | 23:41 | 28:14 | 36:01 | 06:11 | 04:34 |
 | Ghost Scepter | 2 | 4.44% | 73.0 | 100.00% | +67.44% | 0.00% | 0.00% | 0.00% | 24:40 | 22:59 | 22:59 | 26:20 | 26:20 | 26:20 | 03:21 | 02:28 |
 | Bracer | 16 | 35.56% | 70.3 | 43.75% | +12.72% | +6.25% | -18.75% | -25.00% | 02:33 | 01:26 | 01:52 | 02:17 | 02:50 | 05:18 | 00:58 | 00:42 |
 | Hood of Defiance | 31 | 68.89% | 67.6 | 35.48% | -0.23% | -10.48% | +2.02% | 5.40% | 10:46 | 06:07 | 09:18 | 10:34 | 11:37 | 19:34 | 02:19 | 01:42 |
 | Magic Wand | 32 | 71.11% | 64.9 | 34.38% | -4.08% | +3.12% | -9.38% | -1.87% | 10:04 | 02:35 | 06:07 | 10:08 | 12:48 | 21:29 | 06:41 | 04:57 |
 | Void Stone | 17 | 37.78% | 62.2 | 41.18% | +9.04% | +8.82% | -16.18% | -1.85% | 32:55 | 19:45 | 26:08 | 31:04 | 39:40 | 45:43 | 13:32 | 10:01 |
 | Refresher Orb | 14 | 31.11% | 59.5 | 42.86% | +10.60% | +7.14% | -9.53% | -1.61% | 34:58 | 27:40 | 29:31 | 33:04 | 39:52 | 48:20 | 10:21 | 07:40 |
 | Heaven's Halberd | 9 | 20.00% | 56.8 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 26:25 | 22:03 | 22:24 | 24:16 | 30:48 | 34:25 | 08:24 | 06:13 |
 | Pipe of Insight | 6 | 13.33% | 54.1 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 18:14 | 15:13 | 15:39 | 16:19 | 21:28 | 23:12 | 05:49 | 04:18 |
 | Headdress | 6 | 13.33% | 51.4 | 50.00% | +16.67% | 0.00% | -50.00% | 0.00% | 15:47 | 09:47 | 12:53 | 15:06 | 17:12 | 22:41 | 04:19 | 03:11 |
 | Sange | 10 | 22.22% | 48.6 | 40.00% | +5.71% | -6.67% | +10.00% | 1.68% | 24:46 | 18:51 | 20:32 | 21:38 | 30:29 | 31:45 | 09:57 | 07:22 |
 | Helm of Iron Will | 3 | 6.67% | 45.9 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 05:40 | 03:03 | 03:03 | 03:57 | 09:59 | 09:59 | 06:56 | 05:08 |
 | Aeon Disk | 4 | 8.89% | 43.2 | 50.00% | +15.85% | -50.00% | -50.00% | 0.00% | 36:29 | 30:54 | 30:54 | 34:45 | 37:16 | 42:59 | 06:22 | 04:42 |
 | Black King Bar | 4 | 8.89% | 40.5 | 50.00% | +15.85% | +50.00% | -50.00% | 0.00% | 30:05 | 20:42 | 20:42 | 29:24 | 32:55 | 37:20 | 12:13 | 09:02 |
 | Shiva's Guard | 4 | 8.89% | 37.8 | 50.00% | +15.85% | +50.00% | +50.00% | 0.00% | 36:19 | 31:03 | 31:03 | 34:52 | 36:34 | 42:46 | 05:31 | 04:05 |
 | Orb of Venom | 1 | 2.22% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.22% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.22% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.22% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.22% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.22% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.22% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 |
 | Fluffy Hat | 7 | 15.56% | 16.2 | 28.57% | -8.27% | +21.43% | +21.43% | 0.00% | 20:34 | 03:30 | 09:01 | 22:26 | 27:06 | 37:27 | 18:05 | 13:23 |
 | Arcane Blink | 2 | 4.44% | 13.5 | 50.00% | +15.12% | +50.00% | 0.00% | 0.00% | 45:50 | 43:56 | 43:56 | 47:43 | 47:43 | 47:43 | 03:47 | 02:48 |
 | Crown | 2 | 4.44% | 10.8 | 50.00% | +15.12% | +50.00% | 0.00% | 0.00% | 05:59 | 04:34 | 04:34 | 07:23 | 07:23 | 07:23 | 02:49 | 02:05 |
 | Helm of the Dominator | 2 | 4.44% | 8.1 | 50.00% | +15.12% | +50.00% | 0.00% | 0.00% | 10:46 | 08:55 | 08:55 | 12:37 | 12:37 | 12:37 | 03:42 | 02:44 |
 | Wind Lace | 4 | 8.89% | 5.4 | 25.00% | -11.59% | +75.00% | -25.00% | 0.00% | 06:07 | -01:26 | -01:26 | 02:54 | 10:11 | 12:49 | 11:37 | 08:36 |
 | Force Staff | 4 | 8.89% | 2.7 | 25.00% | -11.59% | -25.00% | +75.00% | 0.00% | 30:38 | 22:30 | 22:30 | 27:06 | 35:27 | 37:28 | 12:57 | 09:35 |