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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 | |
 | Glimmer Cape | 11 | 29.73% | 100.0 | 63.64% | +25.18% | +3.03% | -30.31% | -10.42% | 24:34 | 20:29 | 21:29 | 22:41 | 24:41 | 35:51 | 03:12 | 02:22 |
 | Magic Wand | 25 | 67.57% | 97.1 | 52.00% | +18.67% | +14.67% | -2.00% | -4.00% | 11:14 | 03:34 | 09:24 | 11:30 | 13:34 | 19:53 | 04:10 | 03:05 |
 | Magic Stick | 33 | 89.19% | 94.3 | 48.48% | +23.48% | +14.02% | -35.98% | -10.42% | 03:43 | -01:29 | 00:15 | 03:34 | 05:03 | 16:03 | 04:48 | 03:33 |
 | Aeon Disk | 5 | 13.51% | 91.4 | 80.00% | +39.37% | +20.00% | +20.00% | 0.00% | 40:51 | 30:28 | 30:28 | 42:19 | 44:14 | 45:08 | 13:46 | 10:11 |
 | Boots of Speed | 37 | 100.00% | 88.6 | 45.95% | +45.95% | +9.61% | -12.62% | -5.49% | 05:49 | -01:29 | 04:10 | 06:03 | 08:13 | 13:28 | 04:03 | 03:00 |
 | Arcane Boots | 17 | 45.95% | 85.7 | 52.94% | +12.94% | +22.06% | -27.94% | -12.88% | 14:20 | 08:54 | 11:21 | 13:49 | 15:14 | 25:39 | 03:53 | 02:52 |
 | Wind Lace | 28 | 75.68% | 82.9 | 46.43% | +1.99% | -3.57% | -3.57% | 0.00% | 10:38 | -01:29 | 06:34 | 08:53 | 13:56 | 33:57 | 07:22 | 05:27 |
 | Ring of Basilius | 18 | 48.65% | 80.0 | 50.00% | +7.89% | -30.00% | 0.00% | 4.00% | 04:05 | -01:29 | -01:29 | 03:16 | 08:59 | 09:54 | 10:28 | 07:45 |
 | Blink Dagger | 21 | 56.76% | 77.1 | 47.62% | +3.87% | -27.62% | -7.62% | 1.87% | 26:54 | 19:03 | 20:53 | 24:52 | 31:36 | 42:51 | 10:43 | 07:56 |
 | Fluffy Hat | 13 | 35.14% | 74.3 | 53.85% | +12.18% | +12.82% | +12.82% | 0.00% | 18:33 | 05:39 | 10:31 | 18:57 | 23:43 | 31:51 | 13:12 | 09:46 |
 | Aether Lens | 13 | 35.14% | 71.4 | 53.85% | +12.18% | +12.82% | -20.52% | -3.14% | 21:37 | 13:32 | 15:15 | 21:10 | 25:53 | 33:22 | 10:38 | 07:52 |
 | Void Stone | 15 | 40.54% | 68.6 | 46.67% | +1.22% | +3.33% | -21.67% | -2.42% | 20:40 | 11:49 | 14:48 | 19:41 | 25:08 | 33:13 | 10:20 | 07:39 |
 | Tranquil Boots | 22 | 59.46% | 65.7 | 40.91% | -12.42% | +9.09% | -0.91% | -1.03% | 17:20 | 07:52 | 12:06 | 13:04 | 21:51 | 40:16 | 09:45 | 07:13 |
 | Refresher Orb | 2 | 5.41% | 62.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 47:14 | 35:13 | 35:13 | 59:15 | 59:15 | 59:15 | 24:02 | 17:48 |
 | Aghanim's Shard | 2 | 5.41% | 60.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 31:07 | 23:13 | 23:13 | 39:00 | 39:00 | 39:00 | 15:47 | 11:41 |
 | Ghost Scepter | 2 | 5.41% | 57.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 23:09 | 18:27 | 18:27 | 27:50 | 27:50 | 27:50 | 09:23 | 06:57 |
 | Force Staff | 5 | 13.51% | 54.3 | 60.00% | +16.25% | -60.00% | -60.00% | 0.00% | 28:47 | 23:11 | 23:11 | 28:11 | 31:52 | 33:45 | 08:41 | 06:25 |
 | Holy Locket | 5 | 13.51% | 51.4 | 60.00% | +16.25% | +40.00% | -60.00% | -19.17% | 20:46 | 16:43 | 16:43 | 19:27 | 21:56 | 26:58 | 05:13 | 03:51 |
 | Ring of Health | 3 | 8.11% | 48.6 | 66.67% | +22.55% | -66.67% | 0.00% | 0.00% | 41:00 | 30:34 | 30:34 | 33:48 | 58:39 | 58:39 | 28:05 | 20:48 |
 | Headdress | 7 | 18.92% | 45.7 | 42.86% | -3.81% | +7.14% | +7.14% | 0.00% | 10:23 | -01:29 | -01:29 | 16:04 | 16:16 | 26:54 | 17:45 | 13:08 |
 | Aghanim's Scepter | 1 | 2.70% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Javelin | 1 | 2.70% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Witch Blade | 1 | 2.70% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.70% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.70% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.70% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:55 | 60:55 | 60:55 | 60:55 | 60:55 | 60:55 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.70% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.70% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.70% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Chainmail | 3 | 8.11% | 17.1 | 33.33% | -13.73% | +66.67% | 0.00% | 0.00% | 27:05 | 12:11 | 12:11 | 30:40 | 38:24 | 38:24 | 26:13 | 19:25 |
 | Blight Stone | 2 | 5.41% | 14.3 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 18:29 | -01:28 | -01:28 | 38:25 | 38:25 | 38:25 | 39:53 | 29:32 |
 | Solar Crest | 1 | 2.70% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.70% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Crown | 1 | 2.70% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 5.41% | 2.9 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 34:53 | 31:20 | 31:20 | 38:25 | 38:25 | 38:25 | 07:05 | 05:14 |