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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 | 43 | 41.75% | 100.0 | 67.44% | +32.44% | +5.29% | -3.80% | -1.49% | 16:32 | 09:17 | 12:04 | 13:32 | 18:10 | 31:21 | 06:06 | 04:31 |
 | Holy Locket | 24 | 23.30% | 97.2 | 70.83% | +29.06% | -20.83% | +12.50% | 3.18% | 25:15 | 13:24 | 19:29 | 24:07 | 29:57 | 37:58 | 10:28 | 07:45 |
 | Solar Crest | 19 | 18.45% | 94.4 | 73.68% | +30.82% | -13.68% | +6.32% | 2.89% | 23:55 | 16:17 | 18:43 | 21:29 | 25:38 | 37:07 | 06:55 | 05:07 |
 | Headdress | 26 | 25.24% | 91.7 | 69.23% | +27.67% | -40.66% | +30.77% | 6.49% | 19:16 | -01:29 | 16:17 | 19:05 | 27:17 | 37:22 | 11:00 | 08:08 |
 | Wind Lace | 58 | 56.31% | 88.9 | 60.34% | +27.01% | -0.34% | +18.23% | 1.81% | 12:25 | -01:29 | 06:56 | 10:54 | 17:13 | 37:07 | 10:17 | 07:37 |
 | Aghanim's Shard | 57 | 55.34% | 86.1 | 57.89% | +20.93% | -0.75% | -22.18% | -2.88% | 26:02 | 20:00 | 21:42 | 25:17 | 29:09 | 40:38 | 07:27 | 05:31 |
 | Tranquil Boots | 29 | 28.16% | 83.3 | 62.07% | +18.83% | +9.36% | +23.64% | 2.45% | 15:59 | 08:08 | 10:58 | 14:01 | 16:48 | 35:21 | 05:50 | 04:19 |
 | Crown | 31 | 30.10% | 80.6 | 61.29% | +18.23% | -36.29% | +26.21% | 10.87% | 18:12 | 07:03 | 14:31 | 17:12 | 20:16 | 37:07 | 05:45 | 04:15 |
 | Magic Wand | 75 | 72.82% | 77.8 | 53.33% | +17.62% | -0.70% | +4.56% | 1.35% | 12:23 | 01:26 | 10:02 | 12:13 | 13:55 | 29:22 | 03:53 | 02:52 |
 | Chainmail | 22 | 21.36% | 75.0 | 63.64% | +19.20% | -13.64% | +16.36% | 3.44% | 18:00 | 07:30 | 12:45 | 15:01 | 21:29 | 37:07 | 08:44 | 06:28 |
 | Medallion of Courage | 22 | 21.36% | 72.2 | 63.64% | +19.20% | -13.64% | +16.36% | 3.96% | 18:39 | 07:30 | 13:55 | 16:09 | 21:29 | 37:07 | 07:34 | 05:36 |
 | Blight Stone | 22 | 21.36% | 69.4 | 63.64% | +19.20% | -13.64% | +16.36% | 3.73% | 17:49 | -01:28 | 13:26 | 15:44 | 21:29 | 37:07 | 08:03 | 05:57 |
 | Magic Stick | 95 | 92.23% | 66.7 | 50.53% | +25.53% | -8.86% | +7.80% | 2.29% | 04:40 | -01:29 | -01:28 | 02:45 | 08:44 | 27:18 | 10:12 | 07:33 |
 | Fluffy Hat | 49 | 47.57% | 63.9 | 55.10% | +12.51% | -5.10% | +11.57% | 1.45% | 20:33 | 08:52 | 15:19 | 20:01 | 26:49 | 36:13 | 11:30 | 08:31 |
 | Boots of Speed | 102 | 99.03% | 61.1 | 49.02% | +49.02% | +4.83% | -5.02% | -3.28% | 07:37 | -01:28 | 06:14 | 07:26 | 09:14 | 14:49 | 03:00 | 02:13 |
 | Glimmer Cape | 38 | 36.89% | 58.3 | 55.26% | +10.64% | +4.74% | +22.52% | 2.08% | 25:55 | 17:24 | 21:00 | 24:55 | 29:34 | 43:24 | 08:34 | 06:20 |
 | Ring of Basilius | 71 | 68.93% | 55.6 | 49.30% | +2.42% | +0.70% | -15.97% | -4.67% | 03:59 | -01:29 | 01:59 | 03:06 | 05:33 | 20:47 | 03:34 | 02:38 |
 | Void Stone | 9 | 8.74% | 52.8 | 66.67% | +19.86% | +33.33% | -16.67% | 0.00% | 34:34 | 20:09 | 25:56 | 33:32 | 40:22 | 48:57 | 14:26 | 10:41 |
 | Aether Lens | 4 | 3.88% | 50.0 | 75.00% | +27.53% | +25.00% | -75.00% | 0.00% | 32:13 | 26:25 | 26:25 | 33:08 | 34:07 | 35:10 | 07:42 | 05:42 |
 | Force Staff | 20 | 19.42% | 47.2 | 40.00% | -10.60% | -20.00% | +20.00% | 4.45% | 28:12 | 18:54 | 22:35 | 26:55 | 31:34 | 47:53 | 08:59 | 06:39 |
 | Veil of Discord | 13 | 12.62% | 44.4 | 38.46% | -11.54% | -5.13% | -38.46% | 0.00% | 18:04 | 12:05 | 14:41 | 16:54 | 19:33 | 26:24 | 04:52 | 03:36 |
 | Ring of Health | 6 | 5.83% | 41.7 | 50.00% | +1.55% | +50.00% | -50.00% | 0.00% | 41:01 | 20:09 | 25:56 | 40:22 | 48:57 | 1:02:51 | 23:01 | 17:02 |
 | Aghanim's Scepter | 3 | 2.91% | 38.9 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 35:42 | 31:08 | 31:08 | 37:58 | 38:01 | 38:01 | 06:53 | 05:05 |
 | Refresher Orb | 4 | 3.88% | 36.1 | 50.00% | +1.52% | +50.00% | -50.00% | 0.00% | 47:17 | 28:55 | 28:55 | 47:52 | 49:04 | 1:03:17 | 20:09 | 14:55 |
 | Buckler | 1 | 0.97% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.97% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Ghost Scepter | 6 | 5.83% | 27.8 | 33.33% | -16.15% | +16.67% | -33.33% | 0.00% | 33:36 | 12:02 | 30:09 | 30:16 | 44:37 | 44:56 | 14:28 | 10:42 |
 | Drum of Endurance | 2 | 1.94% | 25.0 | 50.00% | +1.49% | -50.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 1.94% | 22.2 | 50.00% | +1.49% | +50.00% | 0.00% | 0.00% | 35:34 | 30:44 | 30:44 | 40:23 | 40:23 | 40:23 | 09:39 | 07:08 |
 | Blink Dagger | 2 | 1.94% | 19.4 | 50.00% | +1.49% | +50.00% | 0.00% | 0.00% | 38:02 | 31:00 | 31:00 | 45:04 | 45:04 | 45:04 | 14:04 | 10:25 |
 | Ring of Protection | 3 | 2.91% | 16.7 | 33.33% | -15.67% | -33.33% | 0.00% | 0.00% | 22:41 | 11:12 | 11:12 | 21:30 | 35:21 | 35:21 | 24:09 | 17:53 |
 | Urn of Shadows | 1 | 0.97% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.97% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Bottle | 1 | 0.97% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.97% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.97% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |