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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 | |
 | Ring of Basilius | 9 | 21.43% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 30:02 | 06:14 | 08:58 | 27:54 | 38:42 | 1:04:52 | 29:44 | 22:01 |
 | Drum of Endurance | 19 | 45.24% | 97.3 | 89.47% | +28.60% | +10.53% | +10.53% | 0.00% | 26:00 | 18:22 | 21:29 | 25:18 | 26:59 | 39:53 | 05:30 | 04:04 |
 | Ring of Protection | 7 | 16.67% | 94.6 | 100.00% | +31.43% | 0.00% | 0.00% | 0.00% | 28:16 | -01:29 | -01:29 | 27:53 | 32:26 | 1:04:51 | 33:55 | 25:07 |
 | Boots of Speed | 42 | 100.00% | 91.9 | 73.81% | +73.81% | -1.08% | +6.19% | 1.82% | 08:51 | 02:18 | 07:14 | 08:30 | 11:14 | 15:12 | 04:00 | 02:57 |
 | Magic Stick | 42 | 100.00% | 89.2 | 73.81% | +73.81% | -10.17% | +6.19% | 11.97% | 01:46 | -01:29 | -01:29 | -01:29 | 02:51 | 33:50 | 04:20 | 03:12 |
 | Wind Lace | 36 | 85.71% | 86.5 | 75.00% | +8.33% | -19.44% | +13.89% | 8.97% | 12:02 | -01:27 | 08:56 | 10:16 | 12:39 | 31:03 | 03:43 | 02:45 |
 | Buckler | 6 | 14.29% | 83.8 | 100.00% | +30.56% | 0.00% | 0.00% | 0.00% | 40:00 | 17:17 | 27:53 | 32:26 | 58:25 | 1:04:51 | 30:32 | 22:37 |
 | Magic Wand | 32 | 76.19% | 81.1 | 75.00% | +5.00% | 0.00% | +12.50% | 2.44% | 13:24 | 04:01 | 09:24 | 12:12 | 14:31 | 33:51 | 05:07 | 03:47 |
 | Tranquil Boots | 34 | 80.95% | 78.4 | 73.53% | -1.47% | +4.25% | -11.03% | -4.93% | 14:39 | 08:16 | 11:33 | 13:11 | 14:39 | 29:37 | 03:06 | 02:17 |
 | Boots of Bearing | 5 | 11.90% | 75.7 | 100.00% | +29.73% | 0.00% | 0.00% | 0.00% | 42:18 | 33:03 | 33:03 | 41:55 | 42:18 | 55:16 | 09:15 | 06:51 |
 | Morbid Mask | 5 | 11.90% | 73.0 | 100.00% | +29.73% | 0.00% | 0.00% | 0.00% | 43:22 | 22:26 | 22:26 | 38:42 | 58:25 | 1:04:52 | 35:59 | 26:39 |
 | Vladmir's Offering | 5 | 11.90% | 70.3 | 100.00% | +29.73% | 0.00% | 0.00% | 0.00% | 43:40 | 22:52 | 22:52 | 39:08 | 58:25 | 1:04:52 | 35:33 | 26:20 |
 | Fluffy Hat | 22 | 52.38% | 67.6 | 63.64% | -21.36% | +3.03% | -3.64% | -0.60% | 21:20 | 09:32 | 15:16 | 17:53 | 26:26 | 44:14 | 11:10 | 08:16 |
 | Holy Locket | 11 | 26.19% | 64.9 | 72.73% | -1.46% | -39.40% | +27.27% | 12.74% | 25:04 | 18:12 | 20:02 | 22:56 | 25:16 | 39:32 | 05:14 | 03:52 |
 | Headdress | 13 | 30.95% | 62.2 | 69.23% | -6.63% | -2.56% | -2.56% | 0.00% | 21:13 | -01:29 | 16:56 | 18:18 | 25:16 | 39:10 | 08:20 | 06:10 |
 | Chainmail | 8 | 19.05% | 59.5 | 75.00% | +1.47% | +25.00% | -75.00% | -7.84% | 22:19 | 13:52 | 15:31 | 19:37 | 28:16 | 31:46 | 12:45 | 09:26 |
 | Medallion of Courage | 7 | 16.67% | 56.8 | 71.43% | -2.86% | +28.57% | -71.43% | -11.61% | 23:54 | 16:38 | 19:40 | 20:35 | 28:17 | 31:46 | 08:37 | 06:22 |
 | Blight Stone | 7 | 16.67% | 54.1 | 71.43% | -2.86% | +28.57% | -71.43% | -8.62% | 23:16 | 16:05 | 16:41 | 20:12 | 28:17 | 31:46 | 11:36 | 08:35 |
 | Arcane Boots | 8 | 19.05% | 51.4 | 62.50% | -13.97% | -12.50% | +37.50% | 7.79% | 14:52 | 10:21 | 10:54 | 14:13 | 17:19 | 21:10 | 06:25 | 04:45 |
 | Force Staff | 8 | 19.05% | 48.6 | 62.50% | -13.97% | -12.50% | -12.50% | 0.00% | 31:39 | 20:15 | 25:19 | 26:26 | 36:29 | 44:14 | 11:10 | 08:16 |
 | Crown | 6 | 14.29% | 45.9 | 66.67% | -8.33% | -16.67% | -66.67% | 0.00% | 25:21 | 16:06 | 21:38 | 25:33 | 28:49 | 32:47 | 07:11 | 05:19 |
 | Glimmer Cape | 4 | 9.52% | 43.2 | 75.00% | +1.32% | -75.00% | +25.00% | 0.00% | 25:49 | 22:44 | 22:44 | 24:08 | 27:37 | 28:48 | 04:53 | 03:37 |
 | Solar Crest | 4 | 9.52% | 40.5 | 75.00% | +1.32% | +25.00% | -75.00% | 0.00% | 32:01 | 26:43 | 26:43 | 30:44 | 31:43 | 38:54 | 05:00 | 03:42 |
 | Quelling Blade | 2 | 4.76% | 37.8 | 100.00% | +27.50% | 0.00% | 0.00% | 0.00% | 12:35 | -01:29 | -01:29 | 26:39 | 26:39 | 26:39 | 28:08 | 20:50 |
 | Void Stone | 6 | 14.29% | 35.1 | 50.00% | -27.78% | 0.00% | +50.00% | 0.00% | 35:56 | 21:52 | 24:21 | 30:37 | 47:51 | 57:31 | 23:30 | 17:24 |
 | Aghanim's Scepter | 3 | 7.14% | 32.4 | 66.67% | -7.69% | +33.33% | 0.00% | 0.00% | 36:00 | 25:55 | 25:55 | 35:37 | 46:29 | 46:29 | 20:34 | 15:14 |
 | Aether Lens | 4 | 9.52% | 29.7 | 50.00% | -26.32% | -50.00% | +50.00% | 0.00% | 33:10 | 24:51 | 24:51 | 26:27 | 33:22 | 48:01 | 08:31 | 06:18 |
 | Wraith Pact | 1 | 2.38% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.38% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.38% | 21.6 | 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 |
 | Sange | 1 | 2.38% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 4.76% | 16.2 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of the Dominator | 2 | 4.76% | 13.5 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 26:05 | 23:40 | 23:40 | 28:29 | 28:29 | 28:29 | 04:49 | 03:34 |
 | Ghost Scepter | 2 | 4.76% | 10.8 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 29:49 | 21:03 | 21:03 | 38:35 | 38:35 | 38:35 | 17:32 | 12:59 |
 | Helm of Iron Will | 2 | 4.76% | 8.1 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 24:14 | 21:44 | 21:44 | 26:44 | 26:44 | 26:44 | 05:00 | 03:42 |
 | Ring of Health | 1 | 2.38% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.38% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |