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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 | |
 | Aether Lens | 27 | 75.00% | 100.0 | 55.56% | +44.45% | +30.15% | -41.27% | -9.85% | 26:46 | 17:20 | 22:41 | 26:48 | 29:56 | 45:56 | 07:15 | 05:22 |
 | Void Stone | 28 | 77.78% | 96.3 | 53.57% | +41.07% | +32.14% | -39.28% | -9.42% | 27:00 | 17:12 | 22:19 | 26:30 | 29:54 | 47:04 | 07:35 | 05:37 |
 | Magic Wand | 26 | 72.22% | 92.6 | 53.85% | +33.85% | +3.29% | -3.85% | -1.41% | 09:47 | 03:54 | 06:38 | 09:52 | 11:41 | 22:25 | 05:03 | 03:44 |
 | Quelling Blade | 3 | 8.33% | 88.9 | 100.00% | +60.61% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Magic Stick | 29 | 80.56% | 85.2 | 48.28% | +19.71% | -19.71% | +8.86% | 3.97% | 06:27 | -01:29 | 03:20 | 06:47 | 10:32 | 13:05 | 07:12 | 05:20 |
 | Octarine Core | 14 | 38.89% | 81.5 | 57.14% | +20.78% | +42.86% | -23.81% | -11.33% | 34:13 | 27:52 | 30:39 | 34:58 | 36:32 | 43:22 | 05:53 | 04:21 |
 | Wind Lace | 30 | 83.33% | 77.8 | 46.67% | +13.34% | -9.17% | -32.38% | -4.08% | 07:14 | 00:51 | 04:45 | 05:43 | 10:26 | 18:50 | 05:41 | 04:12 |
 | Bottle | 33 | 91.67% | 74.1 | 45.45% | +12.12% | +17.05% | -7.95% | -25.00% | 02:32 | 00:48 | 01:23 | 01:49 | 02:19 | 08:49 | 00:56 | 00:41 |
 | Boots of Speed | 36 | 100.00% | 70.4 | 44.44% | +44.44% | +11.12% | -11.11% | -13.75% | 03:34 | -01:29 | 02:49 | 03:20 | 04:26 | 09:26 | 01:37 | 01:11 |
 | Black King Bar | 34 | 94.44% | 66.7 | 44.12% | -5.88% | +22.55% | -6.62% | -7.45% | 21:26 | 16:01 | 17:46 | 19:32 | 21:41 | 38:11 | 03:55 | 02:54 |
 | Aghanim's Shard | 8 | 22.22% | 63.0 | 62.50% | +23.21% | -12.50% | -12.50% | 0.00% | 31:10 | 21:28 | 22:00 | 27:31 | 30:18 | 50:52 | 08:18 | 06:08 |
 | Blink Dagger | 31 | 86.11% | 59.3 | 41.94% | -18.06% | -4.44% | -4.44% | 0.00% | 23:11 | 15:03 | 21:51 | 23:56 | 25:16 | 31:30 | 03:25 | 02:31 |
 | Null Talisman | 14 | 38.89% | 55.6 | 35.71% | -14.29% | -10.71% | -2.38% | 2.37% | 05:18 | -01:29 | 02:25 | 03:55 | 05:56 | 25:49 | 03:31 | 02:36 |
 | Shiva's Guard | 3 | 8.33% | 51.9 | 66.67% | +24.25% | -66.67% | 0.00% | 0.00% | 36:41 | 32:55 | 32:55 | 34:23 | 42:45 | 42:45 | 09:50 | 07:17 |
 | Aghanim's Scepter | 1 | 2.78% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.78% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.78% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 5.56% | 37.0 | 50.00% | +5.88% | +50.00% | 0.00% | 0.00% | 23:46 | 23:16 | 23:16 | 24:16 | 24:16 | 24:16 | 01:00 | 00:44 |
 | Aeon Disk | 2 | 5.56% | 33.3 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 43:54 | 41:22 | 41:22 | 46:25 | 46:25 | 46:25 | 05:03 | 03:44 |
 | Fluffy Hat | 6 | 16.67% | 29.6 | 16.67% | -33.33% | +33.33% | -16.67% | 0.00% | 28:31 | 19:22 | 22:46 | 27:24 | 31:44 | 40:02 | 08:58 | 06:38 |
 | Force Staff | 6 | 16.67% | 25.9 | 16.67% | -33.33% | +33.33% | -16.67% | 0.00% | 28:50 | 19:22 | 24:10 | 27:24 | 32:15 | 40:02 | 08:05 | 05:59 |
 | Headdress | 1 | 2.78% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.78% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.78% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:23 | 07:23 | 07:23 | 07:23 | 07:23 | 07:23 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.78% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.78% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.78% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |