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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 | |
 | Guardian Greaves | 60 | 84.51% | 100.0 | 63.33% | +36.06% | +3.34% | -3.33% | -2.53% | 15:47 | 11:50 | 13:48 | 15:00 | 16:26 | 28:29 | 02:38 | 01:57 |
 | Buckler | 62 | 87.32% | 97.6 | 62.90% | +40.68% | -0.40% | -9.57% | -1.56% | 10:33 | -01:29 | 07:24 | 11:07 | 13:16 | 24:53 | 05:52 | 04:20 |
 | Void Stone | 47 | 66.20% | 95.2 | 63.83% | +18.00% | +19.50% | -13.83% | -2.58% | 30:04 | 11:46 | 23:16 | 30:11 | 36:11 | 51:52 | 12:55 | 09:34 |
 | Ring of Health | 40 | 56.34% | 92.9 | 65.00% | +16.61% | -15.00% | +5.00% | 1.16% | 26:58 | 10:08 | 19:10 | 21:31 | 36:21 | 1:03:12 | 17:11 | 12:43 |
 | Ring of Protection | 60 | 84.51% | 90.5 | 61.67% | +25.31% | -1.67% | -21.67% | -3.52% | 11:17 | -01:29 | 07:24 | 11:05 | 13:05 | 41:38 | 05:41 | 04:12 |
 | Linken's Sphere | 8 | 11.27% | 88.1 | 87.50% | +33.53% | -37.50% | +12.50% | 0.00% | 42:46 | 33:32 | 38:24 | 39:48 | 41:27 | 56:12 | 03:03 | 02:15 |
 | Chainmail | 65 | 91.55% | 85.7 | 60.00% | +26.67% | +2.50% | -3.75% | -3.54% | 09:27 | 06:25 | 08:15 | 09:01 | 10:01 | 20:19 | 01:46 | 01:18 |
 | Mekansm | 65 | 91.55% | 83.3 | 60.00% | +26.67% | +2.50% | -3.75% | -3.10% | 11:33 | 08:49 | 10:09 | 11:20 | 12:10 | 21:42 | 02:01 | 01:29 |
 | Headdress | 67 | 94.37% | 81.0 | 58.21% | +8.21% | +30.03% | -22.92% | -21.18% | 08:37 | -01:29 | 07:02 | 07:57 | 09:32 | 23:34 | 02:30 | 01:51 |
 | Boots of Speed | 71 | 100.00% | 78.6 | 57.75% | +57.75% | +14.47% | -2.19% | -16.66% | 03:14 | -01:29 | 02:25 | 03:01 | 03:25 | 14:39 | 01:00 | 00:44 |
 | Arcane Boots | 71 | 100.00% | 76.2 | 57.75% | +57.75% | +3.36% | +3.36% | 0.00% | 06:16 | 04:05 | 05:06 | 05:44 | 06:25 | 21:26 | 01:19 | 00:58 |
 | Aghanim's Shard | 48 | 67.61% | 73.8 | 60.42% | +8.25% | -2.09% | -2.09% | 0.00% | 20:02 | 15:00 | 16:25 | 18:33 | 21:58 | 38:59 | 05:33 | 04:06 |
 | Aether Lens | 37 | 52.11% | 71.4 | 62.16% | +9.22% | +15.62% | -17.72% | -2.53% | 29:32 | 11:47 | 21:04 | 29:28 | 34:15 | 52:15 | 13:11 | 09:45 |
 | Black King Bar | 37 | 52.11% | 69.0 | 62.16% | +9.22% | +15.62% | -6.60% | -2.25% | 34:13 | 20:39 | 28:43 | 32:36 | 38:35 | 1:05:13 | 09:52 | 07:18 |
 | Octarine Core | 12 | 16.90% | 66.7 | 75.00% | +20.76% | -8.33% | +25.00% | 0.00% | 35:20 | 25:31 | 30:22 | 32:43 | 35:49 | 58:33 | 05:27 | 04:02 |
 | Magic Wand | 47 | 66.20% | 64.3 | 57.45% | -0.88% | +9.22% | +9.22% | 0.00% | 05:30 | -01:29 | -01:29 | 06:20 | 08:10 | 25:34 | 09:39 | 07:08 |
 | Blink Dagger | 54 | 76.06% | 61.9 | 55.56% | -9.15% | -5.56% | +5.98% | 1.15% | 24:50 | 11:42 | 19:04 | 24:04 | 29:05 | 46:34 | 10:01 | 07:25 |
 | Magic Stick | 38 | 53.52% | 59.5 | 57.89% | +0.31% | -27.89% | +8.78% | 6.85% | 03:22 | -01:30 | -01:29 | -01:28 | 06:50 | 25:34 | 08:19 | 06:09 |
 | Hood of Defiance | 27 | 38.03% | 57.1 | 59.26% | +2.44% | -16.40% | -30.69% | -3.56% | 19:47 | 10:22 | 17:44 | 20:27 | 21:45 | 27:17 | 04:01 | 02:58 |
 | Pipe of Insight | 27 | 38.03% | 54.8 | 59.26% | +2.44% | -16.40% | -16.40% | 0.00% | 24:27 | 15:32 | 22:50 | 24:14 | 25:38 | 33:13 | 02:48 | 02:04 |
 | Aeon Disk | 6 | 8.45% | 52.4 | 83.33% | +27.95% | +16.67% | +16.67% | 0.00% | 50:41 | 38:11 | 42:40 | 44:50 | 56:49 | 1:05:17 | 14:09 | 10:28 |
 | Ring of Basilius | 18 | 25.35% | 50.0 | 61.11% | +4.51% | -21.11% | +13.89% | 1.68% | 18:02 | -01:29 | 05:27 | 15:23 | 26:19 | 41:38 | 20:52 | 15:27 |
 | Morbid Mask | 14 | 19.72% | 47.6 | 64.29% | +8.15% | -14.29% | +2.38% | 0.00% | 24:17 | 07:12 | 15:23 | 25:47 | 31:10 | 41:38 | 15:47 | 11:41 |
 | Vladmir's Offering | 14 | 19.72% | 45.2 | 64.29% | +8.15% | -39.29% | +2.38% | 0.00% | 25:13 | 08:55 | 17:07 | 25:47 | 32:10 | 41:39 | 15:03 | 11:08 |
 | Wraith Pact | 12 | 16.90% | 42.9 | 66.67% | +10.74% | 0.00% | 0.00% | 0.00% | 27:52 | 14:06 | 20:01 | 27:49 | 31:50 | 41:04 | 11:49 | 08:45 |
 | Refresher Orb | 15 | 21.13% | 40.5 | 60.00% | +2.86% | -10.00% | +40.00% | 0.00% | 49:16 | 37:07 | 43:25 | 46:41 | 53:06 | 1:03:24 | 09:41 | 07:10 |
 | Aghanim's Scepter | 3 | 4.23% | 38.1 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 45:02 | 40:11 | 40:11 | 46:09 | 48:45 | 48:45 | 08:34 | 06:20 |
 | Wind Lace | 36 | 50.70% | 35.7 | 47.22% | -21.35% | -13.89% | +8.34% | 1.98% | 13:38 | -01:29 | 06:58 | 13:07 | 18:13 | 34:56 | 11:15 | 08:20 |
 | Null Talisman | 9 | 12.68% | 33.3 | 66.67% | +10.22% | -16.67% | +33.33% | 0.00% | 00:48 | -01:29 | -01:29 | 01:30 | 01:44 | 03:41 | 03:13 | 02:22 |
 | Urn of Shadows | 5 | 7.04% | 31.0 | 80.00% | +23.94% | +20.00% | +20.00% | 0.00% | 06:05 | 03:01 | 03:01 | 05:47 | 08:06 | 09:03 | 05:05 | 03:45 |
 | Fluffy Hat | 2 | 2.82% | 28.6 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 27:42 | 23:03 | 23:03 | 32:21 | 32:21 | 32:21 | 09:18 | 06:53 |
 | Spirit Vessel | 2 | 2.82% | 26.2 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 15:02 | 13:24 | 13:24 | 16:40 | 16:40 | 16:40 | 03:16 | 02:25 |
 | Quelling Blade | 21 | 29.58% | 23.8 | 38.10% | -27.90% | -18.10% | +1.90% | 3.46% | 02:53 | -01:29 | -01:29 | -01:28 | 07:16 | 19:49 | 08:45 | 06:28 |
 | Blight Stone | 10 | 14.08% | 21.4 | 40.00% | -20.66% | -6.67% | +10.00% | 0.00% | 00:32 | -01:29 | -01:29 | -01:18 | 02:00 | 04:03 | 03:29 | 02:34 |
 | Scythe of Vyse | 3 | 4.23% | 19.0 | 66.67% | +9.32% | +33.33% | 0.00% | 0.00% | 46:57 | 37:57 | 37:57 | 43:18 | 59:36 | 59:36 | 21:39 | 16:02 |
 | Ghost Scepter | 1 | 1.41% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.41% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 00:00 | 00:00 |
 | Bracer | 1 | 1.41% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.41% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 2.82% | 7.1 | 50.00% | -7.97% | -50.00% | 0.00% | 0.00% | 10:21 | 09:45 | 09:45 | 10:57 | 10:57 | 10:57 | 01:12 | 00:53 |
 | Hand of Midas | 3 | 4.23% | 4.8 | 33.33% | -25.49% | -33.33% | 0.00% | 0.00% | 11:17 | 09:54 | 09:54 | 10:25 | 13:31 | 13:31 | 03:37 | 02:40 |
 | Wraith Band | 1 | 1.41% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 00:00 | 00:00 |