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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 | |
 | Buckler | 6 | 12.50% | 100.0 | 100.00% | +45.24% | 0.00% | 0.00% | 0.00% | 31:28 | 19:17 | 21:52 | 22:17 | 38:17 | 57:01 | 16:25 | 12:09 |
 | Holy Locket | 18 | 37.50% | 97.1 | 77.78% | +27.78% | +2.22% | -2.78% | -1.02% | 24:16 | 18:10 | 20:52 | 22:11 | 25:45 | 40:09 | 04:53 | 03:37 |
 | Headdress | 19 | 39.58% | 94.3 | 73.68% | +21.96% | -33.68% | +6.32% | 6.67% | 17:33 | -01:22 | 13:47 | 17:33 | 19:47 | 38:42 | 06:00 | 04:26 |
 | Tranquil Boots | 42 | 87.50% | 91.4 | 64.29% | +30.96% | -0.65% | -4.29% | -0.50% | 16:33 | 07:06 | 12:19 | 14:48 | 19:36 | 40:39 | 07:17 | 05:23 |
 | Wind Lace | 45 | 93.75% | 88.6 | 62.22% | +28.89% | +1.42% | -7.67% | -1.30% | 11:43 | -01:29 | 06:44 | 10:35 | 13:45 | 37:25 | 07:01 | 05:11 |
 | Drum of Endurance | 15 | 31.25% | 85.7 | 73.33% | +18.78% | +1.67% | -23.33% | -2.66% | 27:19 | 12:52 | 20:19 | 27:34 | 29:42 | 40:05 | 09:23 | 06:57 |
 | Ring of Protection | 10 | 20.83% | 82.9 | 80.00% | +24.74% | -13.33% | -30.00% | -0.45% | 22:30 | -01:29 | -01:29 | 21:47 | 38:16 | 57:00 | 39:45 | 29:26 |
 | Boots of Speed | 48 | 100.00% | 80.0 | 60.42% | +60.42% | +14.58% | +6.25% | -1.91% | 09:22 | -01:29 | 07:49 | 09:33 | 12:10 | 17:21 | 04:21 | 03:13 |
 | Magic Stick | 48 | 100.00% | 77.1 | 60.42% | +60.42% | -2.09% | -2.09% | 0.00% | 03:42 | -01:29 | -01:29 | 02:27 | 07:03 | 19:18 | 08:32 | 06:19 |
 | Ring of Basilius | 7 | 14.58% | 74.3 | 85.71% | +29.61% | -35.71% | +14.29% | 2.39% | 27:57 | 09:04 | 12:26 | 30:04 | 33:22 | 57:01 | 20:56 | 15:30 |
 | Boots of Bearing | 4 | 8.33% | 71.4 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 36:14 | 31:16 | 31:16 | 31:24 | 37:28 | 44:47 | 06:12 | 04:35 |
 | Vladmir's Offering | 4 | 8.33% | 68.6 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 40:27 | 31:12 | 31:12 | 35:17 | 38:17 | 57:01 | 07:05 | 05:14 |
 | Morbid Mask | 4 | 8.33% | 65.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 39:41 | 30:04 | 30:04 | 33:22 | 38:17 | 57:01 | 08:13 | 06:05 |
 | Magic Wand | 44 | 91.67% | 62.9 | 56.82% | -43.18% | +15.91% | -2.27% | -3.91% | 14:16 | 03:12 | 10:50 | 13:37 | 15:29 | 43:21 | 04:39 | 03:26 |
 | Arcane Boots | 9 | 18.75% | 60.0 | 77.78% | +21.37% | +22.22% | -27.78% | -7.61% | 16:53 | 12:44 | 12:56 | 17:02 | 19:30 | 23:04 | 06:34 | 04:51 |
 | Fluffy Hat | 33 | 68.75% | 57.1 | 57.58% | -9.09% | -7.58% | +4.92% | 1.78% | 17:26 | 06:41 | 12:53 | 15:26 | 19:55 | 38:42 | 07:02 | 05:12 |
 | Aghanim's Scepter | 2 | 4.17% | 54.3 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 36:10 | 32:09 | 32:09 | 40:10 | 40:10 | 40:10 | 08:01 | 05:56 |
 | Force Staff | 10 | 20.83% | 51.4 | 50.00% | -13.16% | -16.67% | 0.00% | 3.28% | 29:01 | 23:46 | 25:53 | 27:16 | 30:58 | 36:46 | 05:05 | 03:45 |
 | Orb of Venom | 5 | 10.42% | 48.6 | 60.00% | -0.47% | -60.00% | -60.00% | 0.00% | -00:44 | -01:29 | -01:29 | -01:29 | -01:28 | 02:13 | 00:01 | 00:00 |
 | Crown | 6 | 12.50% | 45.7 | 50.00% | -11.90% | +50.00% | +50.00% | 0.00% | 23:33 | 17:26 | 18:25 | 24:13 | 26:14 | 30:38 | 07:49 | 05:47 |
 | Helm of Iron Will | 3 | 6.25% | 42.9 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 25:41 | 24:06 | 24:06 | 25:01 | 27:56 | 27:56 | 03:50 | 02:50 |
 | Helm of the Dominator | 3 | 6.25% | 40.0 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 31:04 | 29:44 | 29:44 | 29:52 | 33:36 | 33:36 | 03:52 | 02:51 |
 | Aether Lens | 3 | 6.25% | 37.1 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 26:53 | 25:57 | 25:57 | 26:57 | 27:44 | 27:44 | 01:47 | 01:19 |
 | Void Stone | 4 | 8.33% | 34.3 | 50.00% | -11.36% | +50.00% | -50.00% | 0.00% | 26:06 | 18:30 | 18:30 | 26:32 | 27:44 | 31:38 | 09:14 | 06:50 |
 | Radiance | 1 | 2.08% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:43 | 56:43 | 56:43 | 56:43 | 56:43 | 56:43 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.08% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Medallion of Courage | 6 | 12.50% | 25.7 | 33.33% | -30.96% | -33.33% | -33.33% | 0.00% | 25:31 | 20:28 | 21:18 | 22:20 | 26:41 | 38:38 | 05:23 | 03:59 |
 | Blight Stone | 6 | 12.50% | 22.9 | 33.33% | -30.96% | -33.33% | -33.33% | 0.00% | 25:23 | 20:15 | 21:18 | 21:45 | 26:41 | 38:38 | 05:23 | 03:59 |
 | Chainmail | 6 | 12.50% | 20.0 | 33.33% | -30.96% | +16.67% | -33.33% | 0.00% | 24:58 | 18:59 | 20:44 | 21:08 | 26:41 | 38:38 | 05:57 | 04:24 |
 | Solar Crest | 2 | 4.17% | 17.1 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 30:42 | 30:12 | 30:12 | 31:12 | 31:12 | 31:12 | 01:00 | 00:44 |
 | Lotus Orb | 1 | 2.08% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.08% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Bracer | 2 | 4.17% | 8.6 | 0.00% | -63.04% | 0.00% | 0.00% | 0.00% | 26:05 | 20:13 | 20:13 | 31:56 | 31:56 | 31:56 | 11:43 | 08:40 |
 | Ring of Health | 1 | 2.08% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.08% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |