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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 | |
 | Arcane Boots | 28 | 17.50% | 100.0 | 78.57% | +37.66% | +7.14% | -7.14% | -4.06% | 14:59 | 09:23 | 12:11 | 13:44 | 15:42 | 34:33 | 03:31 | 02:36 |
 | Headdress | 7 | 4.38% | 97.7 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 20:17 | 11:07 | 13:07 | 21:02 | 23:38 | 32:22 | 10:31 | 07:47 |
 | Void Stone | 19 | 11.88% | 95.3 | 73.68% | +29.71% | +6.32% | -13.68% | -3.53% | 37:12 | 22:37 | 32:53 | 35:32 | 38:33 | 1:11:21 | 05:40 | 04:11 |
 | Black King Bar | 14 | 8.75% | 93.0 | 78.57% | +34.05% | -28.57% | -11.90% | 1.57% | 39:07 | 29:24 | 31:07 | 39:11 | 41:45 | 1:06:01 | 10:38 | 07:52 |
 | Blink Dagger | 11 | 6.88% | 90.7 | 81.82% | +36.85% | +18.18% | +18.18% | 0.00% | 38:16 | 26:47 | 27:14 | 36:31 | 43:52 | 57:07 | 16:38 | 12:19 |
 | Aether Lens | 8 | 5.00% | 88.4 | 87.50% | +42.11% | +12.50% | +12.50% | 0.00% | 35:27 | 22:57 | 33:08 | 35:24 | 37:27 | 45:46 | 04:19 | 03:11 |
 | Wraith Band | 13 | 8.13% | 86.0 | 76.92% | +32.02% | +23.08% | -10.25% | -2.79% | 19:53 | 09:37 | 13:24 | 15:54 | 25:20 | 32:27 | 11:56 | 08:50 |
 | Chainmail | 5 | 3.13% | 83.7 | 100.00% | +54.19% | 0.00% | 0.00% | 0.00% | 17:19 | 14:38 | 14:38 | 16:24 | 16:38 | 23:38 | 02:00 | 01:28 |
 | Force Staff | 117 | 73.13% | 81.4 | 52.99% | +20.43% | +22.87% | -11.61% | -6.47% | 24:51 | 15:12 | 21:53 | 23:53 | 27:13 | 46:19 | 05:20 | 03:57 |
 | Aghanim's Shard | 19 | 11.88% | 79.1 | 68.42% | +23.74% | -28.42% | +11.58% | 3.25% | 36:00 | 20:43 | 28:19 | 36:30 | 40:37 | 1:03:48 | 12:18 | 09:06 |
 | Ring of Health | 14 | 8.75% | 76.7 | 71.43% | +26.22% | +28.57% | -4.76% | -3.63% | 37:45 | 21:45 | 31:21 | 35:32 | 40:32 | 1:11:20 | 09:11 | 06:48 |
 | Fluffy Hat | 148 | 92.50% | 74.4 | 47.97% | +6.30% | -2.02% | -2.02% | 0.00% | 14:08 | -01:29 | 11:26 | 13:32 | 16:12 | 38:36 | 04:46 | 03:31 |
 | Boots of Speed | 160 | 100.00% | 72.1 | 47.50% | +47.50% | -10.00% | -5.00% | 1.50% | 07:30 | -01:29 | 05:45 | 07:10 | 09:05 | 15:59 | 03:20 | 02:28 |
 | Magic Stick | 155 | 96.88% | 69.8 | 47.10% | -12.90% | +11.87% | -6.07% | -3.07% | 04:41 | -01:29 | 01:32 | 03:35 | 07:23 | 20:18 | 05:51 | 04:20 |
 | Magic Wand | 137 | 85.63% | 67.4 | 46.72% | -5.45% | +15.04% | -17.31% | -8.33% | 11:11 | 02:31 | 09:05 | 10:59 | 12:58 | 22:06 | 03:53 | 02:52 |
 | Wind Lace | 136 | 85.00% | 65.1 | 45.59% | -12.74% | +1.47% | +1.47% | 0.00% | 10:10 | 02:08 | 07:00 | 09:26 | 11:33 | 36:18 | 04:33 | 03:22 |
 | Boots of Bearing | 4 | 2.50% | 62.8 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 40:09 | 35:40 | 35:40 | 37:07 | 41:21 | 46:26 | 05:41 | 04:12 |
 | Mekansm | 4 | 2.50% | 60.5 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 20:37 | 18:25 | 18:25 | 18:57 | 21:28 | 23:38 | 03:03 | 02:15 |
 | Drum of Endurance | 24 | 15.00% | 58.1 | 58.33% | +12.74% | +8.34% | +8.34% | 0.00% | 26:40 | 14:04 | 20:05 | 25:35 | 31:47 | 48:21 | 11:42 | 08:40 |
 | Tranquil Boots | 117 | 73.13% | 55.8 | 41.88% | -20.91% | -0.50% | -7.40% | -1.57% | 13:22 | 06:19 | 10:10 | 12:17 | 14:34 | 38:12 | 04:24 | 03:15 |
 | Glimmer Cape | 40 | 25.00% | 53.5 | 47.50% | 0.00% | +22.50% | -37.50% | -5.64% | 29:29 | 15:00 | 23:20 | 28:41 | 33:58 | 56:10 | 10:38 | 07:52 |
 | Aeon Disk | 5 | 3.13% | 51.2 | 80.00% | +33.55% | +20.00% | +20.00% | 0.00% | 45:55 | 36:10 | 36:10 | 48:33 | 48:42 | 49:46 | 12:32 | 09:17 |
 | Ghost Scepter | 15 | 9.38% | 48.8 | 46.67% | -0.92% | +3.33% | -21.67% | -3.06% | 31:33 | 21:47 | 26:44 | 31:19 | 34:54 | 47:08 | 08:10 | 06:02 |
 | Lotus Orb | 9 | 5.63% | 46.5 | 55.56% | +8.54% | +44.44% | -5.56% | -6.24% | 37:36 | 31:49 | 31:59 | 37:52 | 40:00 | 46:04 | 08:01 | 05:56 |
 | Quelling Blade | 16 | 10.00% | 44.2 | 43.75% | -4.17% | -43.75% | -43.75% | 0.00% | 08:40 | -01:30 | -01:29 | -01:29 | 14:58 | 45:01 | 16:27 | 12:11 |
 | Hood of Defiance | 2 | 1.25% | 41.9 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Guardian Greaves | 2 | 1.25% | 39.5 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 28:41 | 28:36 | 28:36 | 28:46 | 28:46 | 28:46 | 00:10 | 00:07 |
 | Null Talisman | 2 | 1.25% | 37.2 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 16:34 | 12:31 | 12:31 | 20:36 | 20:36 | 20:36 | 08:05 | 05:59 |
 | Linken's Sphere | 2 | 1.25% | 34.9 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 56:36 | 41:50 | 41:50 | 1:11:21 | 1:11:21 | 1:11:21 | 29:31 | 21:51 |
 | Buckler | 5 | 3.13% | 32.6 | 60.00% | +12.90% | +40.00% | -60.00% | 0.00% | 34:21 | 24:06 | 24:06 | 32:14 | 37:08 | 50:00 | 13:02 | 09:39 |
 | Ring of Protection | 5 | 3.13% | 30.2 | 60.00% | +12.90% | +40.00% | -60.00% | 0.00% | 34:21 | 24:05 | 24:05 | 32:14 | 37:08 | 50:00 | 13:03 | 09:40 |
 | Pipe of Insight | 1 | 0.63% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.63% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.63% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.63% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.63% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Bracer | 6 | 3.75% | 16.3 | 33.33% | -14.72% | +16.67% | +66.67% | 0.00% | 24:51 | 09:07 | 19:13 | 19:34 | 38:12 | 41:08 | 18:59 | 14:03 |
 | Ring of Basilius | 2 | 1.25% | 14.0 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 44:08 | 37:08 | 37:08 | 51:07 | 51:07 | 51:07 | 13:59 | 10:21 |
 | Morbid Mask | 2 | 1.25% | 14.0 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 44:08 | 37:08 | 37:08 | 51:07 | 51:07 | 51:07 | 13:59 | 10:21 |
 | Vladmir's Offering | 2 | 1.25% | 9.3 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 44:10 | 37:08 | 37:08 | 51:11 | 51:11 | 51:11 | 14:03 | 10:24 |
 | Bottle | 2 | 1.25% | 7.0 | 50.00% | +2.53% | -50.00% | 0.00% | 0.00% | 37:49 | 31:14 | 31:14 | 44:23 | 44:23 | 44:23 | 13:09 | 09:44 |
 | Wraith Pact | 1 | 0.63% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.63% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |