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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 | |
 | Wraith Pact | 42 | 43.75% | 100.0 | 78.57% | +32.27% | +12.34% | +11.43% | -0.23% | 16:14 | 10:21 | 13:14 | 14:49 | 17:15 | 35:45 | 04:01 | 02:58 |
 | Buckler | 52 | 54.17% | 97.4 | 75.00% | +31.82% | -5.77% | -5.77% | 0.00% | 09:03 | -01:29 | 04:10 | 07:06 | 11:34 | 33:47 | 07:24 | 05:28 |
 | Vladmir's Offering | 49 | 51.04% | 94.7 | 73.47% | +26.66% | +18.20% | +1.53% | -3.19% | 13:36 | 06:15 | 09:31 | 11:45 | 14:45 | 33:47 | 05:14 | 03:52 |
 | Morbid Mask | 49 | 51.04% | 92.1 | 73.47% | +26.66% | +9.86% | +1.53% | -1.76% | 12:12 | 05:37 | 08:16 | 10:29 | 13:00 | 32:18 | 04:44 | 03:30 |
 | Headdress | 7 | 7.29% | 89.5 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 17:41 | 15:19 | 15:40 | 18:23 | 18:54 | 19:36 | 03:14 | 02:23 |
 | Ring of Basilius | 59 | 61.46% | 86.8 | 71.19% | +27.95% | -17.86% | -4.52% | 3.45% | 03:36 | -01:29 | -01:29 | 02:56 | 05:21 | 30:16 | 06:50 | 05:03 |
 | Magic Stick | 36 | 37.50% | 84.2 | 75.00% | +23.33% | -8.33% | +2.78% | 1.84% | 04:38 | -01:29 | -01:29 | 01:54 | 07:31 | 35:54 | 09:00 | 06:40 |
 | Ring of Health | 33 | 34.38% | 81.6 | 75.76% | +23.38% | -13.26% | -25.76% | -1.88% | 32:31 | 14:38 | 29:34 | 32:28 | 36:14 | 52:02 | 06:40 | 04:56 |
 | Ring of Protection | 87 | 90.63% | 78.9 | 65.52% | +54.41% | -6.43% | +7.21% | 2.86% | 05:37 | -01:29 | 02:27 | 04:27 | 07:13 | 25:07 | 04:46 | 03:31 |
 | Magic Wand | 34 | 35.42% | 76.3 | 70.59% | +15.75% | +7.19% | +16.91% | 0.80% | 09:06 | -01:29 | 02:19 | 06:56 | 14:25 | 35:54 | 12:06 | 08:57 |
 | Void Stone | 39 | 40.63% | 73.7 | 69.23% | +14.84% | -9.23% | -19.23% | -0.82% | 30:01 | 10:08 | 23:12 | 31:43 | 35:21 | 52:02 | 12:09 | 09:00 |
 | Black King Bar | 73 | 76.04% | 71.1 | 64.38% | +16.55% | -19.94% | +18.95% | 6.67% | 28:17 | 16:23 | 25:11 | 27:39 | 31:01 | 46:26 | 05:50 | 04:19 |
 | Blink Dagger | 86 | 89.58% | 68.4 | 62.79% | +22.79% | -12.79% | +8.64% | 2.72% | 18:16 | 09:33 | 13:38 | 16:48 | 21:31 | 36:58 | 07:53 | 05:50 |
 | Boots of Speed | 96 | 100.00% | 65.8 | 60.42% | +60.42% | -6.25% | +2.08% | 3.12% | 04:45 | -01:29 | 03:08 | 04:21 | 05:48 | 15:39 | 02:40 | 01:58 |
 | Wind Lace | 32 | 33.33% | 63.2 | 62.50% | +3.12% | +12.50% | 0.00% | -1.47% | 13:19 | 04:31 | 07:26 | 11:02 | 15:56 | 44:18 | 08:30 | 06:17 |
 | Arcane Boots | 60 | 62.50% | 60.5 | 55.00% | -14.44% | +11.67% | +5.00% | -1.64% | 09:36 | 03:43 | 05:55 | 07:24 | 09:59 | 41:27 | 04:04 | 03:00 |
 | Urn of Shadows | 44 | 45.83% | 57.9 | 56.82% | -6.64% | -11.37% | +6.82% | 4.15% | 05:40 | 02:26 | 03:07 | 05:28 | 07:30 | 11:44 | 04:23 | 03:14 |
 | Hood of Defiance | 4 | 4.17% | 55.3 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 16:12 | 14:38 | 14:38 | 16:11 | 16:48 | 17:11 | 02:10 | 01:36 |
 | Pipe of Insight | 4 | 4.17% | 52.6 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 20:54 | 18:40 | 18:40 | 20:41 | 21:19 | 22:57 | 02:39 | 01:57 |
 | Aeon Disk | 4 | 4.17% | 50.0 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 42:12 | 38:24 | 38:24 | 39:39 | 43:39 | 47:07 | 05:15 | 03:53 |
 | Tranquil Boots | 11 | 11.46% | 47.4 | 72.73% | +13.91% | -6.06% | -6.06% | 0.00% | 16:05 | 05:09 | 11:07 | 17:09 | 17:40 | 25:22 | 06:33 | 04:51 |
 | Linken's Sphere | 10 | 10.42% | 44.7 | 70.00% | +10.70% | -3.33% | -20.00% | 0.00% | 35:22 | 32:35 | 34:43 | 35:48 | 36:19 | 37:39 | 01:36 | 01:11 |
 | Spirit Vessel | 30 | 31.25% | 42.1 | 53.33% | -10.31% | +9.17% | -10.47% | -4.09% | 15:13 | 09:03 | 12:44 | 15:40 | 17:32 | 22:31 | 04:48 | 03:33 |
 | Null Talisman | 19 | 19.79% | 39.5 | 57.89% | -3.15% | +2.11% | -17.89% | -19.67% | 03:37 | -01:29 | 01:58 | 02:36 | 02:59 | 31:28 | 01:01 | 00:45 |
 | Refresher Orb | 15 | 15.63% | 36.8 | 60.00% | -0.49% | +15.00% | -35.00% | 0.00% | 41:38 | 31:02 | 36:15 | 40:32 | 46:11 | 52:06 | 09:56 | 07:21 |
 | Aghanim's Shard | 26 | 27.08% | 34.2 | 50.00% | -14.29% | +7.14% | +33.33% | 2.50% | 32:13 | 18:37 | 27:08 | 30:28 | 37:37 | 45:00 | 10:29 | 07:45 |
 | Quelling Blade | 3 | 3.13% | 31.6 | 100.00% | +40.86% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Chainmail | 3 | 3.13% | 28.9 | 100.00% | +40.86% | 0.00% | 0.00% | 0.00% | 17:54 | 15:41 | 15:41 | 18:23 | 19:37 | 19:37 | 03:56 | 02:54 |
 | Mekansm | 3 | 3.13% | 26.3 | 100.00% | +40.86% | 0.00% | 0.00% | 0.00% | 19:49 | 18:08 | 18:08 | 18:23 | 22:57 | 22:57 | 04:49 | 03:34 |
 | Aether Lens | 12 | 12.50% | 23.7 | 58.33% | -2.38% | -25.00% | +8.34% | 0.00% | 21:55 | 10:28 | 15:34 | 19:14 | 23:25 | 43:42 | 07:51 | 05:48 |
 | Soul Ring | 2 | 2.08% | 21.1 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 22:25 | 20:09 | 20:09 | 24:41 | 24:41 | 24:41 | 04:32 | 03:21 |
 | Blight Stone | 2 | 2.08% | 18.4 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 08:21 | 07:39 | 07:39 | 09:02 | 09:02 | 09:02 | 01:23 | 01:01 |
 | Force Staff | 3 | 3.13% | 15.8 | 66.67% | +6.45% | +33.33% | 0.00% | 0.00% | 34:31 | 27:59 | 27:59 | 34:55 | 40:38 | 40:38 | 12:39 | 09:22 |
 | Fluffy Hat | 3 | 3.13% | 13.2 | 66.67% | +6.45% | +33.33% | 0.00% | 0.00% | 27:48 | 18:46 | 18:46 | 29:42 | 34:55 | 34:55 | 16:09 | 11:57 |
 | Boots of Bearing | 1 | 1.04% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.04% | 7.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 2.08% | 5.3 | 50.00% | -10.64% | -50.00% | 0.00% | 0.00% | 16:13 | 10:44 | 10:44 | 21:41 | 21:41 | 21:41 | 10:57 | 08:06 |
 | Aghanim's Scepter | 1 | 1.04% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 00:00 | 00:00 |