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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 | |
 | Guardian Greaves | 18 | 52.94% | 100.0 | 66.67% | +35.42% | -6.67% | +8.33% | 1.88% | 25:43 | 16:58 | 21:09 | 24:18 | 29:08 | 40:55 | 07:59 | 05:54 |
 | Pipe of Insight | 22 | 64.71% | 97.2 | 59.09% | +25.76% | -9.09% | +20.91% | 3.81% | 22:06 | 13:06 | 18:36 | 19:42 | 26:28 | 36:27 | 07:52 | 05:49 |
 | Hood of Defiance | 22 | 64.71% | 94.4 | 59.09% | +25.76% | +7.58% | +20.91% | 1.96% | 18:45 | 10:29 | 14:16 | 16:09 | 21:05 | 32:21 | 06:49 | 05:02 |
 | Vanguard | 8 | 23.53% | 91.7 | 75.00% | +32.69% | +25.00% | -25.00% | 0.00% | 22:24 | 08:45 | 11:39 | 14:16 | 30:25 | 40:31 | 18:46 | 13:54 |
 | Chainmail | 32 | 94.12% | 88.9 | 53.13% | +53.13% | +9.37% | +21.87% | 2.09% | 17:36 | 08:31 | 12:38 | 15:48 | 18:36 | 33:31 | 05:58 | 04:25 |
 | Soul Ring | 33 | 97.06% | 86.1 | 51.52% | +51.52% | +23.48% | -39.02% | -24.51% | 04:07 | 01:56 | 02:32 | 03:38 | 05:05 | 09:07 | 02:33 | 01:53 |
 | Headdress | 33 | 97.06% | 83.3 | 51.52% | +51.52% | -1.52% | -1.52% | 0.00% | 11:33 | 02:45 | 07:19 | 11:40 | 16:03 | 20:01 | 08:44 | 06:28 |
 | Magic Stick | 26 | 76.47% | 80.6 | 53.85% | +16.35% | +3.29% | +12.82% | 1.65% | 10:25 | 00:50 | 07:05 | 08:47 | 12:52 | 24:30 | 05:47 | 04:17 |
 | Buckler | 29 | 85.29% | 77.8 | 51.72% | +11.72% | +19.71% | +19.71% | 0.00% | 17:34 | 08:31 | 13:43 | 17:37 | 20:27 | 30:33 | 06:44 | 04:59 |
 | Boots of Speed | 34 | 100.00% | 75.0 | 50.00% | +50.00% | -5.56% | -12.50% | -2.06% | 07:34 | 02:09 | 05:26 | 06:57 | 08:48 | 20:35 | 03:22 | 02:29 |
 | Stout Shield | 34 | 100.00% | 72.2 | 50.00% | +50.00% | -16.67% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Arcane Boots | 30 | 88.24% | 69.4 | 50.00% | 0.00% | +25.00% | -21.43% | -8.27% | 11:48 | 06:08 | 07:49 | 10:05 | 13:26 | 37:04 | 05:37 | 04:09 |
 | Ring of Health | 30 | 88.24% | 66.7 | 50.00% | 0.00% | +12.50% | -35.71% | -5.01% | 15:12 | 05:32 | 09:17 | 11:00 | 18:54 | 47:04 | 09:37 | 07:07 |
 | Mekansm | 25 | 73.53% | 63.9 | 52.00% | +7.56% | -2.00% | +14.67% | 2.37% | 18:09 | 10:32 | 14:24 | 18:20 | 21:26 | 26:12 | 07:02 | 05:12 |
 | Blink Dagger | 19 | 55.88% | 61.1 | 52.63% | +5.96% | +27.37% | -32.63% | -8.74% | 28:00 | 14:48 | 24:38 | 28:47 | 31:30 | 42:15 | 06:52 | 05:05 |
 | Crimson Guard | 6 | 17.65% | 58.3 | 66.67% | +20.24% | -16.67% | -66.67% | 0.00% | 31:41 | 20:09 | 24:18 | 33:52 | 36:03 | 40:31 | 11:45 | 08:42 |
 | Bottle | 12 | 35.29% | 55.6 | 50.00% | 0.00% | +16.67% | -50.00% | -26.32% | 03:27 | 02:07 | 02:22 | 02:47 | 04:54 | 05:14 | 02:32 | 01:52 |
 | Black King Bar | 2 | 5.88% | 52.8 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 33:29 | 28:08 | 28:08 | 38:50 | 38:50 | 38:50 | 10:42 | 07:55 |
 | Magic Wand | 11 | 32.35% | 50.0 | 45.45% | -6.72% | +21.22% | -12.12% | -4.50% | 15:19 | 07:19 | 08:57 | 10:54 | 16:22 | 37:24 | 07:25 | 05:29 |
 | Helm of the Dominator | 8 | 23.53% | 47.2 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 10:27 | 08:34 | 09:34 | 10:21 | 10:45 | 11:48 | 01:11 | 00:52 |
 | Void Stone | 9 | 26.47% | 44.4 | 44.44% | -7.56% | -44.44% | +55.56% | 6.42% | 43:08 | 28:15 | 31:30 | 45:52 | 47:05 | 52:10 | 15:35 | 11:32 |
 | Wind Lace | 4 | 11.76% | 41.7 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 19:18 | 11:33 | 11:33 | 12:33 | 19:32 | 33:34 | 07:59 | 05:54 |
 | Solar Crest | 1 | 2.94% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Radiance | 1 | 2.94% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.94% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |
 | Lotus Orb | 6 | 17.65% | 30.6 | 33.33% | -20.24% | -33.33% | +66.67% | 0.00% | 41:17 | 29:02 | 33:33 | 43:47 | 47:05 | 49:37 | 13:32 | 10:01 |
 | Aghanim's Scepter | 2 | 5.88% | 27.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 53:24 | 41:54 | 41:54 | 1:04:54 | 1:04:54 | 1:04:54 | 23:00 | 17:02 |
 | Scythe of Vyse | 2 | 5.88% | 25.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 51:54 | 47:15 | 47:15 | 56:33 | 56:33 | 56:33 | 09:18 | 06:53 |
 | Blight Stone | 3 | 8.82% | 22.2 | 33.33% | -18.28% | -33.33% | 0.00% | 0.00% | 32:39 | 30:42 | 30:42 | 31:35 | 35:39 | 35:39 | 04:57 | 03:40 |
 | Linken's Sphere | 3 | 8.82% | 19.4 | 33.33% | -18.28% | -33.33% | 0.00% | 0.00% | 50:50 | 46:17 | 46:17 | 52:57 | 53:16 | 53:16 | 06:59 | 05:10 |
 | Medallion of Courage | 3 | 8.82% | 16.7 | 33.33% | -18.28% | -33.33% | 0.00% | 0.00% | 32:39 | 30:42 | 30:42 | 31:35 | 35:39 | 35:39 | 04:57 | 03:40 |
 | Force Staff | 5 | 14.71% | 13.9 | 20.00% | -35.17% | +80.00% | -20.00% | 0.00% | 31:03 | 18:10 | 18:10 | 25:39 | 29:34 | 57:55 | 11:24 | 08:26 |
 | Octarine Core | 1 | 2.94% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.94% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:32 | 56:32 | 56:32 | 56:32 | 56:32 | 56:32 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.94% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.94% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |