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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 | |
 | Linken's Sphere | 16 | 15.53% | 100.0 | 87.50% | +41.52% | -12.50% | +12.50% | 2.63% | 32:52 | 20:33 | 27:53 | 30:47 | 37:23 | 48:17 | 09:30 | 07:02 |
 | Ring of Health | 21 | 20.39% | 97.1 | 76.19% | +29.85% | +3.81% | -16.19% | -1.26% | 34:29 | 18:10 | 25:48 | 31:35 | 41:42 | 52:06 | 15:54 | 11:46 |
 | Void Stone | 61 | 59.22% | 94.3 | 63.93% | +28.22% | -3.93% | +2.74% | 0.63% | 19:45 | 08:58 | 12:43 | 15:20 | 23:17 | 52:06 | 10:34 | 07:49 |
 | Orchid Malevolence | 49 | 47.57% | 91.4 | 65.31% | +24.57% | +34.69% | -15.31% | -16.39% | 17:51 | 12:47 | 15:19 | 16:10 | 18:22 | 40:18 | 03:03 | 02:15 |
 | Kaya and Sange | 58 | 56.31% | 88.6 | 60.34% | +18.12% | -13.67% | +3.95% | 1.70% | 23:29 | 14:00 | 17:48 | 23:02 | 28:11 | 38:20 | 10:23 | 07:41 |
 | Sange | 58 | 56.31% | 85.7 | 60.34% | +18.12% | -13.67% | +3.95% | 1.66% | 23:12 | 14:00 | 17:35 | 22:17 | 28:11 | 37:38 | 10:36 | 07:51 |
 | Magic Wand | 53 | 51.46% | 82.9 | 60.38% | +16.38% | +16.54% | -6.53% | -4.42% | 06:39 | -01:29 | 03:40 | 06:33 | 08:53 | 13:42 | 05:13 | 03:51 |
 | Kaya | 71 | 68.93% | 80.0 | 57.75% | +17.12% | -24.42% | +14.47% | 4.07% | 19:08 | 10:32 | 13:59 | 17:40 | 23:33 | 37:42 | 09:34 | 07:05 |
 | Power Treads | 81 | 78.64% | 77.1 | 56.79% | +20.43% | +13.21% | -6.79% | -8.05% | 10:12 | 06:40 | 08:28 | 09:44 | 10:57 | 33:03 | 02:29 | 01:50 |
 | Boots of Speed | 101 | 98.06% | 74.3 | 53.47% | +53.47% | +10.53% | -13.47% | -11.34% | 06:01 | 01:33 | 04:58 | 06:10 | 07:05 | 09:45 | 02:07 | 01:34 |
 | Aghanim's Scepter | 40 | 38.83% | 71.4 | 60.00% | +12.38% | +10.00% | +10.00% | 0.00% | 32:49 | 21:33 | 30:18 | 33:12 | 35:16 | 48:54 | 04:58 | 03:40 |
 | Magic Stick | 52 | 50.49% | 68.6 | 57.69% | +10.63% | +11.54% | +3.85% | -1.44% | 05:11 | -01:29 | 02:15 | 04:27 | 07:36 | 12:04 | 05:21 | 03:57 |
 | Bottle | 103 | 100.00% | 65.7 | 52.43% | +52.43% | -10.12% | -2.43% | 7.69% | 01:19 | 00:41 | 01:07 | 01:13 | 01:26 | 03:36 | 00:19 | 00:14 |
 | Black King Bar | 86 | 83.50% | 62.9 | 53.49% | +6.43% | +5.60% | -15.39% | -3.69% | 23:22 | 15:43 | 20:06 | 23:15 | 25:47 | 34:11 | 05:41 | 04:12 |
 | Null Talisman | 102 | 99.03% | 60.0 | 51.96% | -48.04% | +13.42% | -3.96% | -12.27% | 03:55 | 02:12 | 03:04 | 03:38 | 04:29 | 10:17 | 01:25 | 01:02 |
 | Shiva's Guard | 9 | 8.74% | 57.1 | 77.78% | +27.78% | -27.78% | +22.22% | 0.00% | 34:01 | 22:01 | 27:47 | 36:45 | 38:48 | 42:11 | 11:01 | 08:09 |
 | Witch Blade | 4 | 3.88% | 54.3 | 100.00% | +49.49% | 0.00% | 0.00% | 0.00% | 16:45 | 12:23 | 12:23 | 12:31 | 14:58 | 27:06 | 02:35 | 01:54 |
 | Chainmail | 4 | 3.88% | 51.4 | 100.00% | +49.49% | 0.00% | 0.00% | 0.00% | 16:28 | 12:06 | 12:06 | 12:30 | 14:10 | 27:06 | 02:04 | 01:31 |
 | Aghanim's Shard | 28 | 27.18% | 48.6 | 46.43% | -8.24% | -3.57% | +25.00% | 3.18% | 28:31 | 20:23 | 22:56 | 27:06 | 31:55 | 49:11 | 08:59 | 06:39 |
 | Scythe of Vyse | 4 | 3.88% | 45.7 | 75.00% | +23.48% | +25.00% | -75.00% | 0.00% | 38:06 | 28:05 | 28:05 | 34:44 | 37:50 | 51:44 | 09:45 | 07:13 |
 | Arcane Boots | 11 | 10.68% | 42.9 | 45.45% | -7.81% | +21.22% | -12.12% | -20.62% | 09:03 | 07:16 | 08:08 | 08:44 | 09:45 | 12:00 | 01:37 | 01:11 |
 | Revenant's Brooch | 1 | 0.97% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.97% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 5 | 4.85% | 34.3 | 40.00% | -13.06% | -40.00% | -40.00% | 0.00% | 39:10 | 35:57 | 35:57 | 38:38 | 41:05 | 43:46 | 05:08 | 03:48 |
 | Soul Ring | 2 | 1.94% | 31.4 | 50.00% | -2.48% | +50.00% | 0.00% | 0.00% | 04:40 | 03:14 | 03:14 | 06:06 | 06:06 | 06:06 | 02:52 | 02:07 |
 | Wind Lace | 2 | 1.94% | 28.6 | 50.00% | -2.48% | -50.00% | 0.00% | 0.00% | 14:27 | 09:11 | 09:11 | 19:43 | 19:43 | 19:43 | 10:32 | 07:48 |
 | Bloodthorn | 2 | 1.94% | 25.7 | 50.00% | -2.48% | +50.00% | 0.00% | 0.00% | 44:58 | 43:54 | 43:54 | 46:02 | 46:02 | 46:02 | 02:08 | 01:34 |
 | Eul's Scepter of Divinity | 2 | 1.94% | 22.9 | 50.00% | -2.48% | -50.00% | 0.00% | 0.00% | 16:46 | 13:13 | 13:13 | 20:18 | 20:18 | 20:18 | 07:05 | 05:14 |
 | Ring of Protection | 2 | 1.94% | 20.0 | 50.00% | -2.48% | +50.00% | 0.00% | 0.00% | 03:16 | 03:07 | 03:07 | 03:24 | 03:24 | 03:24 | 00:17 | 00:12 |
 | Mage Slayer | 2 | 1.94% | 17.1 | 50.00% | -2.48% | +50.00% | 0.00% | 0.00% | 44:51 | 43:39 | 43:39 | 46:02 | 46:02 | 46:02 | 02:23 | 01:45 |
 | Refresher Orb | 4 | 3.88% | 14.3 | 25.00% | -28.54% | -25.00% | -25.00% | 0.00% | 47:53 | 44:27 | 44:27 | 46:06 | 48:44 | 52:13 | 04:17 | 03:10 |
 | Ethereal Blade | 1 | 0.97% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.97% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.97% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.97% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |