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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 | |
 | Aeon Disk | 14 | 9.27% | 100.0 | 85.71% | +30.97% | -10.71% | -19.04% | -0.64% | 38:42 | 23:53 | 31:25 | 37:04 | 44:26 | 57:28 | 13:01 | 09:38 |
 | Guardian Greaves | 7 | 4.64% | 97.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 34:46 | 22:53 | 29:16 | 30:26 | 38:38 | 50:21 | 09:22 | 06:56 |
 | Arcane Boots | 107 | 70.86% | 95.1 | 63.55% | +20.37% | +3.12% | +3.12% | 0.00% | 15:00 | 05:12 | 10:50 | 12:57 | 16:04 | 52:12 | 05:14 | 03:52 |
 | Aether Lens | 54 | 35.76% | 92.7 | 66.67% | +14.09% | +11.90% | +17.95% | 0.75% | 23:25 | 10:25 | 18:50 | 21:46 | 26:55 | 44:52 | 08:05 | 05:59 |
 | Fluffy Hat | 77 | 50.99% | 90.2 | 63.64% | +12.29% | -0.48% | +10.04% | 1.51% | 15:01 | 02:11 | 10:14 | 13:27 | 17:11 | 41:32 | 06:57 | 05:08 |
 | Void Stone | 81 | 53.64% | 87.8 | 62.96% | +11.53% | +2.04% | -2.96% | -0.68% | 19:00 | 09:49 | 14:13 | 17:48 | 21:32 | 44:48 | 07:19 | 05:25 |
 | Headdress | 15 | 9.93% | 85.4 | 80.00% | +24.85% | -30.00% | +20.00% | 4.46% | 23:18 | 11:41 | 14:49 | 20:49 | 26:02 | 48:27 | 11:13 | 08:18 |
 | Magic Wand | 144 | 95.36% | 82.9 | 59.03% | +30.46% | +10.41% | +2.08% | -1.42% | 08:10 | 00:24 | 04:52 | 08:08 | 10:44 | 21:36 | 05:52 | 04:20 |
 | Magic Stick | 150 | 99.34% | 80.5 | 58.00% | +58.00% | -2.74% | -6.65% | -1.42% | 02:10 | -01:29 | -01:29 | 01:24 | 04:14 | 14:00 | 05:43 | 04:14 |
 | Boots of Speed | 151 | 100.00% | 78.0 | 57.62% | +57.62% | -4.99% | +5.54% | 4.05% | 06:43 | -01:29 | 05:15 | 06:34 | 07:51 | 14:34 | 02:36 | 01:55 |
 | Blink Dagger | 54 | 35.76% | 75.6 | 62.96% | +8.32% | -5.82% | +6.27% | 0.89% | 30:57 | 17:38 | 24:10 | 29:36 | 37:42 | 49:15 | 13:32 | 10:01 |
 | Buckler | 8 | 5.30% | 73.2 | 87.50% | +31.56% | -37.50% | +12.50% | 0.00% | 29:00 | 16:38 | 19:49 | 24:26 | 37:21 | 48:29 | 17:32 | 12:59 |
 | Glimmer Cape | 48 | 31.79% | 70.7 | 60.42% | +4.11% | +22.91% | -43.75% | -8.35% | 27:03 | 17:30 | 21:48 | 26:17 | 29:47 | 50:07 | 07:59 | 05:54 |
 | Mekansm | 13 | 8.61% | 68.3 | 76.92% | +21.12% | +23.08% | +23.08% | 0.00% | 24:36 | 14:18 | 17:36 | 22:47 | 28:01 | 48:27 | 10:25 | 07:42 |
 | Force Staff | 33 | 21.85% | 65.9 | 63.64% | +7.71% | -13.64% | -1.14% | 1.29% | 26:36 | 17:34 | 21:57 | 24:19 | 31:37 | 41:37 | 09:40 | 07:09 |
 | Pavise | 35 | 23.18% | 63.4 | 62.86% | +6.83% | -18.42% | +3.81% | 6.54% | 16:18 | 11:07 | 13:54 | 16:01 | 17:18 | 27:24 | 03:24 | 02:31 |
 | Ring of Protection | 43 | 28.48% | 61.0 | 60.47% | +3.99% | -15.02% | +12.26% | 6.50% | 14:53 | 07:13 | 11:32 | 13:27 | 15:44 | 38:03 | 04:12 | 03:06 |
 | Chainmail | 17 | 11.26% | 58.5 | 70.59% | +14.62% | -20.59% | +29.41% | 4.42% | 22:15 | 10:49 | 14:14 | 21:28 | 25:33 | 48:27 | 11:19 | 08:22 |
 | Wind Lace | 65 | 43.05% | 56.1 | 53.85% | -6.62% | -3.85% | -3.85% | 0.00% | 12:07 | -01:29 | 05:37 | 10:10 | 18:24 | 30:23 | 12:47 | 09:28 |
 | Ghost Scepter | 32 | 21.19% | 53.7 | 56.25% | -1.73% | +6.25% | -31.25% | -4.40% | 30:59 | 19:39 | 26:25 | 29:40 | 34:56 | 46:05 | 08:31 | 06:18 |
 | Tranquil Boots | 30 | 19.87% | 51.2 | 53.33% | -5.35% | +21.67% | -39.04% | -4.19% | 20:32 | 08:00 | 11:46 | 20:30 | 26:15 | 44:01 | 14:29 | 10:43 |
 | Boots of Travel | 3 | 1.99% | 48.8 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 34:53 | 17:45 | 17:45 | 39:39 | 47:16 | 47:16 | 29:31 | 21:51 |
 | Drum of Endurance | 5 | 3.31% | 46.3 | 80.00% | +23.15% | +20.00% | +20.00% | 0.00% | 25:47 | 21:01 | 21:01 | 25:18 | 27:34 | 32:32 | 06:33 | 04:51 |
 | Aghanim's Shard | 15 | 9.93% | 43.9 | 46.67% | -12.15% | +3.33% | -21.67% | -1.72% | 32:30 | 18:03 | 25:26 | 29:13 | 39:59 | 47:41 | 14:33 | 10:46 |
 | Aghanim's Scepter | 4 | 2.65% | 41.5 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 33:26 | 15:17 | 15:17 | 16:08 | 40:38 | 1:01:40 | 25:21 | 18:46 |
 | Holy Locket | 2 | 1.32% | 39.0 | 100.00% | +42.95% | 0.00% | 0.00% | 0.00% | 32:08 | 29:46 | 29:46 | 34:29 | 34:29 | 34:29 | 04:43 | 03:29 |
 | Diadem | 2 | 1.32% | 36.6 | 100.00% | +42.95% | 0.00% | 0.00% | 0.00% | 31:34 | 29:12 | 29:12 | 33:55 | 33:55 | 33:55 | 04:43 | 03:29 |
 | Bottle | 5 | 3.31% | 34.1 | 60.00% | +2.47% | -60.00% | -60.00% | 0.00% | 11:27 | 01:09 | 01:09 | 01:38 | 20:11 | 32:56 | 19:02 | 14:05 |
 | Solar Crest | 4 | 2.65% | 31.7 | 50.00% | -7.82% | -50.00% | +50.00% | 0.00% | 25:33 | 19:54 | 19:54 | 20:28 | 30:28 | 31:23 | 10:34 | 07:49 |
 | Crown | 4 | 2.65% | 29.3 | 50.00% | -7.82% | -50.00% | +50.00% | 0.00% | 22:04 | 09:35 | 09:35 | 19:51 | 28:28 | 30:23 | 18:53 | 13:59 |
 | Blight Stone | 4 | 2.65% | 26.8 | 50.00% | -7.82% | -50.00% | +50.00% | 0.00% | 20:01 | 15:15 | 15:15 | 17:17 | 23:05 | 24:27 | 07:50 | 05:48 |
 | Medallion of Courage | 4 | 2.65% | 24.4 | 50.00% | -7.82% | -50.00% | +50.00% | 0.00% | 20:08 | 15:15 | 15:15 | 17:17 | 23:32 | 24:27 | 08:17 | 06:08 |
 | Helm of Iron Will | 1 | 0.66% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.66% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.66% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 00:00 | 00:00 |
 | Bracer | 1 | 0.66% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.66% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 1.32% | 9.8 | 0.00% | -58.39% | 0.00% | 0.00% | 0.00% | 17:01 | -01:29 | -01:29 | 35:31 | 35:31 | 35:31 | 37:00 | 27:24 |
 | Octarine Core | 2 | 1.32% | 7.3 | 0.00% | -58.39% | 0.00% | 0.00% | 0.00% | 42:44 | 32:12 | 32:12 | 53:16 | 53:16 | 53:16 | 21:04 | 15:36 |
 | Lotus Orb | 1 | 0.66% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Ring of Health | 2 | 1.32% | 2.4 | 0.00% | -58.39% | 0.00% | 0.00% | 0.00% | 36:22 | 19:28 | 19:28 | 53:15 | 53:15 | 53:15 | 33:47 | 25:01 |