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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 | 52 | 42.62% | 100.0 | 71.15% | +22.58% | +21.16% | -17.30% | -5.06% | 28:06 | 18:51 | 21:58 | 24:57 | 29:34 | 56:18 | 07:36 | 05:37 |
 | Fluffy Hat | 76 | 62.30% | 97.1 | 63.16% | +13.16% | -15.79% | -15.79% | 0.00% | 18:04 | 05:04 | 13:14 | 15:43 | 18:49 | 56:18 | 05:35 | 04:08 |
 | Magic Wand | 95 | 77.87% | 94.1 | 60.00% | +8.15% | +10.83% | -14.17% | -4.21% | 11:18 | 01:23 | 07:33 | 11:13 | 13:29 | 39:20 | 05:56 | 04:23 |
 | Boots of Speed | 122 | 100.00% | 91.2 | 58.20% | +58.20% | -3.36% | -1.53% | 0.64% | 07:39 | -01:29 | 06:13 | 08:00 | 09:04 | 14:16 | 02:51 | 02:06 |
 | Magic Stick | 111 | 90.98% | 88.2 | 57.66% | -5.98% | +3.05% | -7.66% | -1.38% | 04:31 | -01:29 | 00:26 | 03:39 | 08:10 | 16:52 | 07:44 | 05:43 |
 | Wind Lace | 74 | 60.66% | 85.3 | 59.46% | +3.21% | -17.35% | +18.32% | 5.77% | 11:51 | -01:30 | 06:56 | 11:19 | 13:07 | 40:25 | 06:11 | 04:34 |
 | Blink Dagger | 23 | 18.85% | 82.4 | 69.57% | +14.01% | -19.57% | -2.90% | 1.83% | 38:49 | 22:39 | 33:58 | 39:08 | 43:05 | 53:16 | 09:07 | 06:45 |
 | Tranquil Boots | 48 | 39.34% | 79.4 | 60.42% | +3.66% | +6.25% | +14.58% | 1.85% | 15:46 | 07:46 | 12:05 | 13:07 | 16:35 | 32:59 | 04:30 | 03:20 |
 | Arcane Boots | 39 | 31.97% | 76.5 | 61.54% | +4.91% | -1.54% | -11.54% | -2.43% | 15:33 | 08:25 | 12:23 | 14:33 | 16:30 | 43:42 | 04:07 | 03:02 |
 | Glimmer Cape | 24 | 19.67% | 73.5 | 62.50% | +5.36% | -29.17% | -12.50% | 1.89% | 28:40 | 20:09 | 23:01 | 26:19 | 31:50 | 55:22 | 08:49 | 06:31 |
 | Aghanim's Scepter | 54 | 44.26% | 70.6 | 53.70% | -8.06% | +24.87% | -7.55% | -3.74% | 35:40 | 23:07 | 30:55 | 33:52 | 39:35 | 57:48 | 08:40 | 06:25 |
 | Drum of Endurance | 10 | 8.20% | 67.6 | 70.00% | +12.86% | -3.33% | -20.00% | -2.31% | 22:43 | 15:06 | 18:39 | 20:59 | 25:52 | 35:21 | 07:13 | 05:20 |
 | Ring of Protection | 3 | 2.46% | 64.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 16:33 | -01:29 | -01:29 | 24:19 | 26:49 | 26:49 | 28:18 | 20:57 |
 | Ghost Scepter | 7 | 5.74% | 61.8 | 71.43% | +14.04% | +28.57% | -71.43% | -11.28% | 34:03 | 21:20 | 27:23 | 34:33 | 36:15 | 49:25 | 08:52 | 06:34 |
 | Crown | 5 | 4.10% | 58.8 | 80.00% | +22.74% | +20.00% | +20.00% | 0.00% | 24:28 | 10:17 | 10:17 | 12:37 | 23:22 | 1:04:34 | 13:05 | 09:41 |
 | Ring of Basilius | 6 | 4.92% | 55.9 | 66.67% | +8.91% | -16.67% | +33.33% | 3.92% | 16:47 | 00:16 | 11:34 | 12:44 | 24:20 | 34:09 | 12:46 | 09:27 |
 | Aeon Disk | 4 | 3.28% | 52.9 | 75.00% | +17.37% | +25.00% | +25.00% | 0.00% | 40:22 | 27:45 | 27:45 | 40:16 | 45:21 | 48:06 | 17:36 | 13:02 |
 | Buckler | 2 | 1.64% | 50.0 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 25:35 | 24:19 | 24:19 | 26:50 | 26:50 | 26:50 | 02:31 | 01:51 |
 | Quelling Blade | 8 | 6.56% | 47.1 | 50.00% | -8.77% | -50.00% | 0.00% | 9.84% | 10:18 | -01:30 | 07:53 | 09:31 | 12:58 | 20:03 | 05:05 | 03:45 |
 | Veil of Discord | 3 | 2.46% | 44.1 | 66.67% | +8.69% | +33.33% | 0.00% | 0.00% | 15:05 | 12:54 | 12:54 | 15:27 | 16:54 | 16:54 | 04:00 | 02:57 |
 | Boots of Travel | 1 | 0.82% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.82% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Dagon | 1 | 0.82% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 1:04:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.82% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.82% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.82% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.82% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.82% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Void Stone | 2 | 1.64% | 17.6 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 49:17 | 45:25 | 45:25 | 53:09 | 53:09 | 53:09 | 07:44 | 05:43 |
 | Ring of Health | 2 | 1.64% | 17.6 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 49:17 | 45:25 | 45:25 | 53:09 | 53:09 | 53:09 | 07:44 | 05:43 |
 | Null Talisman | 2 | 1.64% | 11.8 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 11:59 | 03:43 | 03:43 | 20:14 | 20:14 | 20:14 | 16:31 | 12:14 |
 | Boots of Bearing | 2 | 1.64% | 8.8 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 31:25 | 28:02 | 28:02 | 34:48 | 34:48 | 34:48 | 06:46 | 05:00 |
 | Bracer | 2 | 1.64% | 5.9 | 0.00% | -59.17% | 0.00% | 0.00% | 0.00% | 17:33 | 16:09 | 16:09 | 18:56 | 18:56 | 18:56 | 02:47 | 02:03 |
 | Wraith Band | 1 | 0.82% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |