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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 | |
 | Aghanim's Scepter | 16 | 22.22% | 100.0 | 81.25% | +45.54% | -31.25% | -6.25% | 3.66% | 36:00 | 25:19 | 30:45 | 35:14 | 37:35 | 46:10 | 06:50 | 05:03 |
 | Blink Dagger | 15 | 20.83% | 97.1 | 73.33% | +34.73% | +1.67% | +1.67% | 0.00% | 35:41 | 22:53 | 27:12 | 34:50 | 39:45 | 51:19 | 12:33 | 09:17 |
 | Aether Lens | 45 | 62.50% | 94.1 | 55.56% | +25.93% | +8.08% | -19.20% | -3.72% | 23:19 | 14:44 | 18:52 | 22:09 | 26:12 | 46:03 | 07:20 | 05:25 |
 | Void Stone | 49 | 68.06% | 91.2 | 51.02% | +16.24% | -9.35% | -9.35% | 0.00% | 19:34 | 09:50 | 15:31 | 18:21 | 23:21 | 45:55 | 07:50 | 05:48 |
 | Arcane Boots | 49 | 68.06% | 88.2 | 48.98% | +9.85% | +26.02% | -15.65% | -7.60% | 14:55 | 07:59 | 11:29 | 14:19 | 16:58 | 37:38 | 05:29 | 04:03 |
 | Boots of Speed | 72 | 100.00% | 85.3 | 45.83% | +45.83% | -1.39% | +4.17% | 2.25% | 07:03 | -01:29 | 06:01 | 06:55 | 08:29 | 15:43 | 02:28 | 01:49 |
 | Magic Wand | 63 | 87.50% | 82.4 | 46.03% | +1.59% | +35.22% | -21.03% | -8.88% | 09:24 | 00:48 | 04:53 | 09:38 | 11:13 | 27:28 | 06:20 | 04:41 |
 | Magic Stick | 69 | 95.83% | 79.4 | 44.93% | -21.74% | +31.54% | -21.40% | -12.08% | 03:36 | -01:29 | -01:29 | 02:30 | 05:52 | 18:27 | 07:21 | 05:26 |
 | Wind Lace | 38 | 52.78% | 76.5 | 47.37% | +3.25% | -7.37% | +19.30% | 2.18% | 13:56 | 01:59 | 06:45 | 12:19 | 19:00 | 36:45 | 12:15 | 09:04 |
 | Force Staff | 18 | 25.00% | 73.5 | 55.56% | +12.97% | +24.44% | -30.56% | -6.85% | 27:45 | 16:14 | 23:16 | 26:29 | 31:18 | 37:10 | 08:02 | 05:57 |
 | Tranquil Boots | 24 | 33.33% | 70.6 | 45.83% | 0.00% | +4.17% | -12.50% | -1.27% | 21:30 | 09:39 | 13:49 | 20:17 | 26:58 | 36:45 | 13:09 | 09:44 |
 | Fluffy Hat | 33 | 45.83% | 67.6 | 39.39% | -11.89% | -1.89% | -14.39% | -1.45% | 17:51 | 08:53 | 12:19 | 16:33 | 20:57 | 37:10 | 08:38 | 06:23 |
 | Crown | 4 | 5.56% | 64.7 | 75.00% | +30.88% | +25.00% | +25.00% | 0.00% | 16:52 | 08:38 | 08:38 | 08:48 | 23:56 | 26:04 | 15:18 | 11:20 |
 | Diadem | 2 | 2.78% | 61.8 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 15:17 | 13:06 | 13:06 | 17:28 | 17:28 | 17:28 | 04:22 | 03:14 |
 | Phylactery | 2 | 2.78% | 58.8 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 19:12 | 16:04 | 16:04 | 22:19 | 22:19 | 22:19 | 06:15 | 04:37 |
 | Blight Stone | 2 | 2.78% | 55.9 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 17:37 | 14:08 | 14:08 | 21:05 | 21:05 | 21:05 | 06:57 | 05:08 |
 | Solar Crest | 2 | 2.78% | 52.9 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 23:12 | 19:42 | 19:42 | 26:42 | 26:42 | 26:42 | 07:00 | 05:11 |
 | Medallion of Courage | 2 | 2.78% | 50.0 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 17:37 | 14:08 | 14:08 | 21:05 | 21:05 | 21:05 | 06:57 | 05:08 |
 | Chainmail | 2 | 2.78% | 47.1 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 17:36 | 14:07 | 14:07 | 21:05 | 21:05 | 21:05 | 06:58 | 05:09 |
 | Black King Bar | 2 | 2.78% | 44.1 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 37:47 | 33:56 | 33:56 | 41:37 | 41:37 | 41:37 | 07:41 | 05:41 |
 | Quelling Blade | 10 | 13.89% | 41.2 | 50.00% | +4.84% | +16.67% | 0.00% | -1.37% | 12:43 | -01:29 | -01:29 | 03:30 | 13:37 | 50:49 | 15:06 | 11:11 |
 | Glimmer Cape | 10 | 13.89% | 38.2 | 50.00% | +4.84% | -16.67% | -50.00% | -4.07% | 31:20 | 20:02 | 27:20 | 29:11 | 35:31 | 39:48 | 08:11 | 06:03 |
 | Ghost Scepter | 7 | 9.72% | 35.3 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 28:57 | 22:24 | 23:59 | 27:02 | 33:38 | 35:11 | 09:39 | 07:08 |
 | Bracer | 4 | 5.56% | 32.4 | 50.00% | +4.41% | +50.00% | -50.00% | 0.00% | 13:13 | 12:22 | 12:22 | 12:34 | 13:43 | 14:14 | 01:21 | 01:00 |
 | Urn of Shadows | 1 | 1.39% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.39% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Ring of Protection | 8 | 11.11% | 23.5 | 25.00% | -23.44% | +25.00% | -25.00% | -18.99% | 11:09 | 01:55 | 10:11 | 11:58 | 12:49 | 14:20 | 02:38 | 01:57 |
 | Pavise | 7 | 9.72% | 20.6 | 14.29% | -34.94% | -14.29% | -14.29% | 0.00% | 15:03 | 12:14 | 13:33 | 15:39 | 15:59 | 16:55 | 02:26 | 01:48 |
 | Drum of Endurance | 1 | 1.39% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.39% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.39% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.39% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.39% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.39% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |