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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 | |
 | Blink Dagger | 97 | 52.72% | 100.0 | 63.92% | +32.89% | +19.41% | -9.75% | -5.59% | 27:14 | 14:38 | 23:38 | 26:27 | 28:51 | 52:16 | 05:13 | 03:51 |
 | Black King Bar | 39 | 21.20% | 96.3 | 66.67% | +23.22% | +13.33% | -16.67% | -2.80% | 34:59 | 22:27 | 29:31 | 34:44 | 40:13 | 1:03:53 | 10:42 | 07:55 |
 | Magic Wand | 100 | 54.35% | 92.6 | 56.00% | +16.71% | +8.00% | -8.00% | -2.04% | 10:12 | 01:08 | 05:50 | 09:18 | 13:40 | 25:52 | 07:50 | 05:48 |
 | Aether Lens | 165 | 89.67% | 88.9 | 50.91% | +24.59% | +14.94% | -9.45% | -5.63% | 17:51 | 10:44 | 15:28 | 17:37 | 19:48 | 29:23 | 04:20 | 03:12 |
 | Void Stone | 167 | 90.76% | 85.2 | 50.30% | +20.89% | +9.22% | -14.59% | -5.67% | 15:49 | 09:38 | 13:25 | 15:16 | 17:37 | 29:23 | 04:12 | 03:06 |
 | Magic Stick | 174 | 94.57% | 81.5 | 50.00% | +30.00% | -2.27% | -5.81% | -0.62% | 04:32 | -01:29 | 01:34 | 03:12 | 07:17 | 21:58 | 05:43 | 04:14 |
 | Arcane Boots | 103 | 55.98% | 77.8 | 52.43% | +9.22% | +1.42% | -2.43% | -1.44% | 10:29 | 03:53 | 09:07 | 10:20 | 11:47 | 17:30 | 02:40 | 01:58 |
 | Boots of Speed | 184 | 100.00% | 74.1 | 48.37% | +48.37% | -4.89% | +3.80% | 2.46% | 01:20 | -01:29 | -01:29 | -01:28 | 05:01 | 10:14 | 06:30 | 04:48 |
 | Tranquil Boots | 131 | 71.20% | 70.4 | 49.62% | +4.34% | +7.96% | +4.93% | -0.26% | 13:26 | 01:52 | 06:40 | 10:31 | 18:25 | 42:53 | 11:45 | 08:42 |
 | Wind Lace | 154 | 83.70% | 66.7 | 48.05% | -1.95% | -1.90% | +9.84% | 1.39% | 08:15 | -01:29 | 03:32 | 05:34 | 12:00 | 33:23 | 08:28 | 06:16 |
 | Ghost Scepter | 24 | 13.04% | 63.0 | 62.50% | +16.25% | +4.17% | -29.17% | -3.48% | 31:46 | 18:44 | 26:29 | 30:48 | 36:04 | 48:22 | 09:35 | 07:05 |
 | Aghanim's Shard | 47 | 25.54% | 59.3 | 55.32% | +9.33% | +19.68% | -5.32% | -3.12% | 29:07 | 20:02 | 24:10 | 28:28 | 32:11 | 43:06 | 08:01 | 05:56 |
 | Fluffy Hat | 7 | 3.80% | 55.6 | 85.71% | +38.82% | +14.29% | +14.29% | 0.00% | 09:35 | 06:17 | 07:07 | 07:55 | 11:03 | 14:29 | 03:56 | 02:54 |
 | Quelling Blade | 14 | 7.61% | 51.9 | 64.29% | +17.23% | +35.71% | +2.38% | 0.00% | 15:12 | 04:49 | 10:10 | 13:18 | 19:28 | 26:35 | 09:18 | 06:53 |
 | Glimmer Cape | 14 | 7.61% | 48.1 | 57.14% | +9.49% | -7.14% | -23.81% | 0.00% | 32:04 | 18:56 | 22:37 | 33:32 | 41:26 | 50:20 | 18:49 | 13:56 |
 | Aeon Disk | 3 | 1.63% | 44.4 | 100.00% | +52.49% | 0.00% | 0.00% | 0.00% | 37:46 | 33:35 | 33:35 | 35:08 | 44:35 | 44:35 | 11:00 | 08:08 |
 | Ring of Basilius | 1 | 0.54% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.54% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.54% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Force Staff | 5 | 2.72% | 29.6 | 40.00% | -8.60% | -40.00% | +60.00% | 0.00% | 30:44 | 26:22 | 26:22 | 31:01 | 31:11 | 34:06 | 04:49 | 03:34 |
 | Null Talisman | 2 | 1.09% | 25.9 | 0.00% | -48.90% | 0.00% | 0.00% | 0.00% | 04:02 | 03:02 | 03:02 | 05:02 | 05:02 | 05:02 | 02:00 | 01:28 |
 | Chainmail | 1 | 0.54% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.54% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Bracer | 2 | 1.09% | 14.8 | 0.00% | -48.90% | 0.00% | 0.00% | 0.00% | 11:40 | 07:19 | 07:19 | 16:00 | 16:00 | 16:00 | 08:41 | 06:25 |
 | Phase Boots | 1 | 0.54% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.09% | 7.4 | 0.00% | -48.90% | 0.00% | 0.00% | 0.00% | 05:24 | -01:29 | -01:29 | 12:16 | 12:16 | 12:16 | 13:45 | 10:11 |
 | Buckler | 1 | 0.54% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |