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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 | |
 | Force Staff | 19 | 33.93% | 100.0 | 63.16% | +30.73% | -23.16% | +16.84% | 3.37% | 30:19 | 20:34 | 21:59 | 29:46 | 33:51 | 47:10 | 11:52 | 08:47 |
 | Holy Locket | 8 | 14.29% | 97.1 | 75.00% | +37.50% | +25.00% | +25.00% | 0.00% | 23:24 | 19:03 | 19:28 | 22:02 | 24:41 | 29:22 | 05:13 | 03:51 |
 | Ghost Scepter | 10 | 17.86% | 94.1 | 70.00% | +33.04% | -36.67% | +30.00% | 18.61% | 31:08 | 24:24 | 29:25 | 31:42 | 33:00 | 35:42 | 03:35 | 02:39 |
 | Fluffy Hat | 38 | 67.86% | 91.2 | 50.00% | +22.22% | 0.00% | -5.56% | -0.74% | 15:38 | -01:29 | 10:17 | 12:22 | 17:45 | 47:10 | 07:28 | 05:31 |
 | Wind Lace | 49 | 87.50% | 88.2 | 46.94% | +32.65% | +11.39% | -5.27% | -4.74% | 08:34 | -01:29 | 06:27 | 07:44 | 09:58 | 29:00 | 03:31 | 02:36 |
 | Magic Wand | 50 | 89.29% | 85.3 | 44.00% | +10.67% | -5.54% | -2.33% | 0.56% | 09:32 | 02:08 | 06:22 | 10:02 | 12:06 | 18:18 | 05:44 | 04:14 |
 | Boots of Speed | 56 | 100.00% | 82.4 | 42.86% | +42.86% | 0.00% | +7.14% | 1.64% | 06:46 | -01:29 | 04:30 | 06:31 | 08:51 | 13:56 | 04:21 | 03:13 |
 | Arcane Boots | 7 | 12.50% | 79.4 | 71.43% | +32.65% | -21.43% | +28.57% | 0.00% | 16:58 | 08:32 | 12:04 | 17:50 | 17:51 | 28:00 | 05:47 | 04:17 |
 | Magic Stick | 55 | 98.21% | 76.5 | 41.82% | -58.18% | +1.04% | -13.25% | -2.84% | 03:13 | -01:29 | -01:29 | 01:37 | 06:31 | 14:28 | 08:00 | 05:55 |
 | Chainmail | 12 | 21.43% | 73.5 | 58.33% | +19.69% | +8.34% | +8.34% | 0.00% | 18:51 | 10:08 | 13:51 | 15:55 | 24:18 | 27:16 | 10:27 | 07:44 |
 | Glimmer Cape | 34 | 60.71% | 70.6 | 44.12% | +3.21% | +0.32% | +5.88% | 0.79% | 25:05 | 17:58 | 21:21 | 23:59 | 28:21 | 40:57 | 07:00 | 05:11 |
 | Headdress | 10 | 17.86% | 67.6 | 60.00% | +20.87% | +6.67% | -10.00% | -2.36% | 21:26 | 13:40 | 18:07 | 19:48 | 25:10 | 32:14 | 07:03 | 05:13 |
 | Tranquil Boots | 39 | 69.64% | 64.7 | 41.03% | -6.03% | -1.03% | +8.97% | 2.54% | 11:23 | 06:49 | 08:36 | 10:35 | 12:32 | 27:04 | 03:56 | 02:54 |
 | Aghanim's Shard | 13 | 23.21% | 61.8 | 53.85% | +14.32% | +46.15% | -20.52% | -5.66% | 30:18 | 22:20 | 23:13 | 31:48 | 35:00 | 40:14 | 11:47 | 08:43 |
 | Blight Stone | 11 | 19.64% | 58.8 | 54.55% | +14.55% | +12.12% | +12.12% | 0.00% | 19:08 | 11:03 | 14:00 | 16:32 | 23:26 | 27:30 | 09:26 | 06:59 |
 | Medallion of Courage | 11 | 19.64% | 55.9 | 54.55% | +14.55% | +12.12% | +12.12% | 0.00% | 19:21 | 11:10 | 14:34 | 17:14 | 23:37 | 27:30 | 09:03 | 06:42 |
 | Void Stone | 4 | 7.14% | 52.9 | 75.00% | +34.62% | +25.00% | +25.00% | 0.00% | 39:30 | 30:02 | 30:02 | 33:59 | 39:07 | 54:53 | 09:05 | 06:43 |
 | Aether Lens | 2 | 3.57% | 50.0 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 44:29 | 34:05 | 34:05 | 54:53 | 54:53 | 54:53 | 20:48 | 15:24 |
 | Crown | 11 | 19.64% | 47.1 | 45.45% | +3.23% | -12.12% | -12.12% | 0.00% | 20:49 | 08:54 | 15:52 | 24:10 | 24:54 | 28:50 | 09:02 | 06:41 |
 | Solar Crest | 7 | 12.50% | 44.1 | 42.86% | 0.00% | +7.14% | +57.14% | 0.00% | 27:19 | 24:07 | 24:35 | 25:48 | 27:48 | 32:38 | 03:13 | 02:22 |
 | Ring of Basilius | 16 | 28.57% | 41.2 | 25.00% | -25.00% | 0.00% | -25.00% | -3.10% | 08:18 | -01:29 | 02:12 | 04:32 | 10:16 | 50:24 | 08:04 | 05:58 |
 | Bracer | 1 | 1.79% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:36 | 11:36 | 11:36 | 11:36 | 11:36 | 11:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.79% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.79% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.79% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.79% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 3.57% | 23.5 | 50.00% | +7.41% | +50.00% | 0.00% | 0.00% | 13:03 | 11:59 | 11:59 | 14:06 | 14:06 | 14:06 | 02:07 | 01:34 |
 | Urn of Shadows | 3 | 5.36% | 20.6 | 33.33% | -10.07% | -33.33% | 0.00% | 0.00% | 12:50 | 09:46 | 09:46 | 12:41 | 16:04 | 16:04 | 06:18 | 04:40 |
 | Ring of Protection | 6 | 10.71% | 17.6 | 16.67% | -29.33% | -16.67% | -16.67% | 0.00% | 23:11 | 02:22 | 09:09 | 11:42 | 48:03 | 54:39 | 38:54 | 28:48 |
 | Vladmir's Offering | 2 | 3.57% | 14.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 52:34 | 50:24 | 50:24 | 54:43 | 54:43 | 54:43 | 04:19 | 03:11 |
 | Aghanim's Scepter | 1 | 1.79% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Buckler | 3 | 5.36% | 8.8 | 0.00% | -45.28% | 0.00% | 0.00% | 0.00% | 39:54 | 14:39 | 14:39 | 50:23 | 54:39 | 54:39 | 40:00 | 29:37 |
 | Aeon Disk | 1 | 1.79% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 3.57% | 2.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 52:32 | 50:24 | 50:24 | 54:39 | 54:39 | 54:39 | 04:15 | 03:08 |