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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 | 26 | 36.62% | 100.0 | 76.92% | +30.25% | +23.08% | -43.59% | -6.56% | 25:37 | 15:10 | 20:04 | 23:06 | 30:14 | 40:46 | 10:10 | 07:31 |
 | Magic Stick | 64 | 90.14% | 97.1 | 62.50% | +48.21% | -18.75% | +6.25% | 4.35% | 03:28 | -01:30 | -01:29 | 01:34 | 07:14 | 18:45 | 08:43 | 06:27 |
 | Arcane Boots | 13 | 18.31% | 94.1 | 76.92% | +23.47% | +23.08% | -43.59% | -21.17% | 14:01 | 09:22 | 11:22 | 13:11 | 14:31 | 28:22 | 03:09 | 02:20 |
 | Boots of Speed | 70 | 98.59% | 91.2 | 58.57% | +58.57% | +2.54% | -17.39% | -4.63% | 07:37 | 00:42 | 05:25 | 07:17 | 09:43 | 14:32 | 04:18 | 03:11 |
 | Magic Wand | 53 | 74.65% | 88.2 | 58.49% | +2.93% | -12.34% | +10.74% | 3.44% | 10:24 | 02:02 | 06:15 | 10:42 | 12:58 | 21:43 | 06:43 | 04:58 |
 | Tranquil Boots | 42 | 59.15% | 85.3 | 54.76% | -7.31% | +8.88% | -14.76% | -5.61% | 13:27 | 06:47 | 10:37 | 12:27 | 14:50 | 28:49 | 04:13 | 03:07 |
 | Wind Lace | 53 | 74.65% | 82.4 | 52.83% | -19.39% | +8.71% | -6.68% | -2.66% | 12:01 | -01:29 | 07:31 | 11:02 | 13:18 | 43:10 | 05:47 | 04:17 |
 | Aghanim's Shard | 36 | 50.70% | 79.4 | 50.00% | -15.71% | -5.56% | -16.67% | -1.09% | 27:13 | 20:02 | 21:32 | 26:00 | 31:46 | 45:36 | 10:14 | 07:34 |
 | Ring of Basilius | 20 | 28.17% | 76.5 | 55.00% | -3.82% | +5.00% | +25.00% | 3.19% | 06:36 | -01:29 | 02:45 | 05:01 | 09:01 | 15:58 | 06:16 | 04:38 |
 | Fluffy Hat | 38 | 53.52% | 73.5 | 47.37% | -22.33% | +2.63% | -2.93% | -0.45% | 17:08 | -01:29 | 10:34 | 14:33 | 22:58 | 37:59 | 12:24 | 09:11 |
 | Blink Dagger | 5 | 7.04% | 70.6 | 80.00% | +23.94% | +20.00% | -80.00% | 0.00% | 33:45 | 22:56 | 22:56 | 31:27 | 40:59 | 46:28 | 18:03 | 13:22 |
 | Solar Crest | 14 | 19.72% | 67.6 | 57.14% | -0.75% | -7.14% | +9.53% | 2.87% | 28:22 | 19:43 | 24:22 | 28:42 | 30:11 | 43:35 | 05:49 | 04:18 |
 | Crown | 14 | 19.72% | 64.7 | 57.14% | -0.75% | -32.14% | +42.86% | 9.22% | 25:54 | 14:18 | 21:31 | 24:53 | 29:39 | 41:10 | 08:08 | 06:01 |
 | Force Staff | 25 | 35.21% | 61.8 | 48.00% | -15.04% | -14.67% | +2.00% | 1.98% | 28:45 | 18:11 | 23:12 | 28:57 | 31:38 | 44:02 | 08:26 | 06:14 |
 | Void Stone | 8 | 11.27% | 58.8 | 62.50% | +5.36% | -12.50% | -12.50% | 0.00% | 35:43 | 18:17 | 27:26 | 33:12 | 40:21 | 50:03 | 12:55 | 09:34 |
 | Blight Stone | 25 | 35.21% | 55.9 | 44.00% | -21.22% | +6.00% | +6.00% | 0.00% | 09:17 | -01:29 | -01:29 | 12:42 | 17:23 | 40:03 | 18:52 | 13:58 |
 | Ghost Scepter | 14 | 19.72% | 52.9 | 50.00% | -9.65% | +25.00% | -16.67% | -5.80% | 27:41 | 15:05 | 22:39 | 26:13 | 29:50 | 49:45 | 07:11 | 05:19 |
 | Aeon Disk | 6 | 8.45% | 50.0 | 66.67% | +9.75% | +33.33% | -66.67% | 0.00% | 37:36 | 26:42 | 34:11 | 34:52 | 41:27 | 51:05 | 07:16 | 05:22 |
 | Medallion of Courage | 21 | 29.58% | 47.1 | 42.86% | -21.14% | -2.86% | +37.14% | 6.90% | 18:52 | 08:13 | 15:37 | 17:23 | 21:25 | 40:03 | 05:48 | 04:17 |
 | Chainmail | 22 | 30.99% | 44.1 | 40.91% | -24.40% | -7.58% | +39.09% | 6.38% | 18:01 | 07:34 | 13:41 | 17:10 | 21:00 | 40:03 | 07:19 | 05:25 |
 | Eul's Scepter of Divinity | 4 | 5.63% | 41.2 | 75.00% | +18.28% | +25.00% | +25.00% | 0.00% | 30:27 | 23:37 | 23:37 | 28:15 | 30:49 | 39:05 | 07:12 | 05:20 |
 | Quelling Blade | 2 | 2.82% | 38.2 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 12:46 | 11:32 | 11:32 | 14:00 | 14:00 | 14:00 | 02:28 | 01:49 |
 | Scythe of Vyse | 3 | 4.23% | 35.3 | 66.67% | +9.32% | -66.67% | 0.00% | 0.00% | 44:07 | 40:21 | 40:21 | 41:56 | 50:03 | 50:03 | 09:42 | 07:11 |
 | Black King Bar | 1 | 1.41% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.41% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.41% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Null Talisman | 2 | 2.82% | 23.5 | 50.00% | -7.97% | +50.00% | 0.00% | 0.00% | 08:28 | 06:19 | 06:19 | 10:37 | 10:37 | 10:37 | 04:18 | 03:11 |
 | Headdress | 3 | 4.23% | 20.6 | 33.33% | -25.49% | -33.33% | 0.00% | 0.00% | 05:21 | -01:29 | -01:29 | 01:58 | 15:33 | 15:33 | 17:02 | 12:37 |
 | Ethereal Blade | 1 | 1.41% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.41% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.41% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.41% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.41% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Ring of Health | 2 | 2.82% | 2.9 | 0.00% | -59.42% | 0.00% | 0.00% | 0.00% | 56:31 | 49:42 | 49:42 | 1:03:20 | 1:03:20 | 1:03:20 | 13:38 | 10:05 |