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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 | |
 | Shiva's Guard | 7 | 19.44% | 100.0 | 85.71% | +40.88% | +14.29% | +14.29% | 0.00% | 32:16 | 29:10 | 31:15 | 32:19 | 32:36 | 35:21 | 01:21 | 01:00 |
 | Scythe of Vyse | 4 | 11.11% | 96.7 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 38:40 | 30:13 | 30:13 | 35:42 | 37:20 | 51:23 | 07:07 | 05:16 |
 | Veil of Discord | 9 | 25.00% | 93.3 | 77.78% | +33.34% | +22.22% | -77.78% | -23.81% | 15:02 | 12:26 | 12:26 | 14:02 | 16:38 | 18:28 | 04:12 | 03:06 |
 | Aghanim's Scepter | 6 | 16.67% | 90.0 | 83.33% | +36.66% | -33.33% | +16.67% | 0.00% | 24:03 | 17:05 | 18:30 | 19:15 | 23:29 | 43:15 | 04:59 | 03:41 |
 | Magic Stick | 30 | 83.33% | 86.7 | 56.67% | +23.34% | -6.67% | -13.81% | -1.97% | 06:22 | 01:46 | 04:58 | 06:14 | 08:35 | 11:16 | 03:37 | 02:40 |
 | Magic Wand | 29 | 80.56% | 83.3 | 55.17% | +12.31% | +1.97% | +1.97% | 0.00% | 09:13 | 02:08 | 06:21 | 08:27 | 10:17 | 23:40 | 03:56 | 02:54 |
 | Crown | 10 | 27.78% | 80.0 | 70.00% | +23.85% | +30.00% | -70.00% | -88.24% | 14:40 | 11:20 | 13:39 | 13:58 | 14:47 | 19:43 | 01:08 | 00:50 |
 | Boots of Speed | 36 | 100.00% | 76.7 | 52.78% | +52.78% | +13.89% | -19.45% | -17.70% | 07:42 | 05:04 | 06:43 | 07:37 | 08:36 | 10:39 | 01:53 | 01:23 |
 | Null Talisman | 36 | 100.00% | 73.3 | 52.78% | +52.78% | +2.78% | +2.78% | 0.00% | 01:44 | -01:28 | 01:27 | 01:39 | 01:50 | 05:42 | 00:23 | 00:17 |
 | Bottle | 36 | 100.00% | 70.0 | 52.78% | +52.78% | +13.89% | -19.45% | -17.55% | 06:11 | 02:53 | 03:47 | 05:07 | 05:41 | 40:17 | 01:54 | 01:24 |
 | Void Stone | 27 | 75.00% | 66.7 | 55.56% | +11.12% | -12.70% | +15.87% | 2.58% | 20:56 | 11:38 | 14:25 | 16:53 | 25:30 | 49:10 | 11:05 | 08:12 |
 | Power Treads | 35 | 97.22% | 63.3 | 51.43% | -48.57% | +26.35% | +4.13% | -11.59% | 10:20 | 07:33 | 09:01 | 10:24 | 10:56 | 17:13 | 01:55 | 01:25 |
 | Black King Bar | 19 | 52.78% | 60.0 | 57.89% | +10.83% | +22.11% | +22.11% | 0.00% | 30:12 | 20:56 | 25:41 | 27:24 | 30:15 | 56:33 | 04:34 | 03:22 |
 | Mjollnir | 3 | 8.33% | 56.7 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 43:27 | 36:11 | 36:11 | 44:57 | 49:12 | 49:12 | 13:01 | 09:38 |
 | Helm of Iron Will | 11 | 30.56% | 53.3 | 63.64% | +15.64% | +36.36% | -63.64% | -25.97% | 17:06 | 10:36 | 12:25 | 15:50 | 16:16 | 36:58 | 03:51 | 02:51 |
 | Orchid Malevolence | 21 | 58.33% | 50.0 | 52.38% | -0.95% | +27.62% | +7.62% | -3.27% | 21:36 | 15:33 | 18:09 | 22:10 | 24:16 | 28:52 | 06:07 | 04:31 |
 | Ring of Health | 10 | 27.78% | 46.7 | 60.00% | +10.00% | -26.67% | +40.00% | 3.91% | 32:17 | 15:45 | 26:08 | 27:59 | 43:11 | 46:23 | 17:03 | 12:37 |
 | Linken's Sphere | 8 | 22.22% | 43.3 | 62.50% | +12.50% | -12.50% | +37.50% | 0.00% | 33:24 | 18:05 | 21:55 | 29:00 | 43:12 | 46:47 | 21:17 | 15:45 |
 | Eul's Scepter of Divinity | 19 | 52.78% | 40.0 | 47.37% | -11.45% | +12.63% | -7.37% | -5.17% | 18:14 | 14:58 | 15:58 | 17:06 | 19:50 | 25:34 | 03:52 | 02:51 |
 | Wind Lace | 19 | 52.78% | 36.7 | 47.37% | -11.45% | -7.37% | -27.37% | -7.27% | 16:12 | 11:15 | 14:25 | 15:46 | 17:10 | 22:58 | 02:45 | 02:02 |
 | Maelstrom | 6 | 16.67% | 33.3 | 50.00% | -3.33% | 0.00% | +50.00% | 0.00% | 35:39 | 14:33 | 31:51 | 38:30 | 40:29 | 49:04 | 08:38 | 06:23 |
 | Javelin | 6 | 16.67% | 30.0 | 50.00% | -3.33% | 0.00% | +50.00% | 0.00% | 35:06 | 11:16 | 31:51 | 38:30 | 40:29 | 49:04 | 08:38 | 06:23 |
 | Octarine Core | 1 | 2.78% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Crystalys | 2 | 5.56% | 23.3 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 46:58 | 45:26 | 45:26 | 48:30 | 48:30 | 48:30 | 03:04 | 02:16 |
 | Bloodthorn | 2 | 5.56% | 20.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 47:11 | 45:27 | 45:27 | 48:55 | 48:55 | 48:55 | 03:28 | 02:34 |
 | Assault Cuirass | 1 | 2.78% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.78% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.78% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.78% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.78% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |