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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 | 35 | 46.05% | 100.0 | 77.14% | +35.68% | +11.75% | +11.75% | 0.00% | 16:43 | 10:21 | 13:14 | 15:11 | 17:21 | 35:45 | 04:07 | 03:02 |
 | Buckler | 44 | 57.89% | 97.4 | 75.00% | +40.62% | -2.27% | +6.82% | 1.08% | 09:37 | -01:29 | 04:11 | 07:31 | 12:35 | 33:47 | 08:24 | 06:13 |
 | Vladmir's Offering | 41 | 53.95% | 94.7 | 73.17% | +33.17% | +16.83% | +6.83% | -1.68% | 14:06 | 06:15 | 09:34 | 12:21 | 15:31 | 33:47 | 05:57 | 04:24 |
 | Morbid Mask | 41 | 53.95% | 92.1 | 73.17% | +33.17% | +6.83% | +6.83% | 0.00% | 12:38 | 05:37 | 08:16 | 10:46 | 14:27 | 32:18 | 06:11 | 04:34 |
 | Ring of Basilius | 51 | 67.11% | 89.5 | 70.59% | +38.59% | -16.74% | +6.33% | 5.70% | 03:47 | -01:29 | -01:29 | 02:56 | 05:32 | 30:16 | 07:01 | 05:11 |
 | Magic Stick | 25 | 32.89% | 86.8 | 72.00% | +21.02% | -22.00% | +11.33% | 5.52% | 04:34 | -01:29 | -01:29 | 01:50 | 07:31 | 35:54 | 09:00 | 06:40 |
 | Ring of Protection | 68 | 89.47% | 84.2 | 63.24% | +50.74% | +1.47% | +13.23% | 2.51% | 06:28 | -01:29 | 03:08 | 05:35 | 07:49 | 25:07 | 04:41 | 03:28 |
 | Headdress | 5 | 6.58% | 81.6 | 100.00% | +45.07% | 0.00% | 0.00% | 0.00% | 17:34 | 15:19 | 15:19 | 18:23 | 18:54 | 19:36 | 03:35 | 02:39 |
 | Black King Bar | 57 | 75.00% | 78.9 | 61.40% | +14.03% | -32.83% | +24.31% | 9.05% | 28:57 | 19:38 | 25:11 | 28:30 | 31:30 | 46:26 | 06:19 | 04:40 |
 | Magic Wand | 25 | 32.89% | 76.3 | 68.00% | +15.06% | +15.33% | +15.33% | 0.00% | 08:49 | -01:29 | -01:29 | 06:56 | 14:25 | 35:54 | 15:54 | 11:46 |
 | Blink Dagger | 68 | 89.47% | 73.7 | 58.82% | +8.82% | -17.64% | +11.77% | 3.54% | 18:49 | 10:16 | 14:00 | 17:55 | 22:18 | 36:58 | 08:18 | 06:08 |
 | Boots of Speed | 76 | 100.00% | 71.1 | 57.89% | +57.89% | -10.52% | +10.53% | 7.99% | 04:39 | -01:29 | 03:15 | 04:22 | 05:53 | 10:12 | 02:38 | 01:57 |
 | Ring of Health | 22 | 28.95% | 68.4 | 68.18% | +14.48% | -18.18% | -8.18% | 1.59% | 33:29 | 14:38 | 30:01 | 33:31 | 36:19 | 52:02 | 06:18 | 04:40 |
 | Void Stone | 28 | 36.84% | 65.8 | 64.29% | +10.12% | -7.15% | -21.43% | -1.12% | 30:08 | 12:55 | 23:06 | 32:12 | 35:52 | 52:02 | 12:46 | 09:27 |
 | Wind Lace | 26 | 34.21% | 63.2 | 61.54% | +5.54% | -4.40% | +21.79% | 3.24% | 12:49 | 04:31 | 07:51 | 11:02 | 15:56 | 44:18 | 08:05 | 05:59 |
 | Tranquil Boots | 9 | 11.84% | 60.5 | 77.78% | +22.56% | -27.78% | +22.22% | 0.00% | 16:08 | 05:09 | 11:07 | 17:09 | 17:40 | 25:22 | 06:33 | 04:51 |
 | Arcane Boots | 46 | 60.53% | 57.9 | 52.17% | -14.50% | +14.50% | +2.38% | -2.73% | 09:27 | 03:43 | 05:55 | 07:23 | 10:21 | 41:27 | 04:26 | 03:17 |
 | Null Talisman | 19 | 25.00% | 55.3 | 57.89% | 0.00% | +2.11% | -17.89% | -19.67% | 03:37 | -01:29 | 01:58 | 02:36 | 02:59 | 31:28 | 01:01 | 00:45 |
 | Urn of Shadows | 31 | 40.79% | 52.6 | 51.61% | -10.61% | -1.61% | +10.89% | 3.15% | 06:11 | 02:26 | 03:59 | 06:25 | 07:57 | 11:44 | 03:58 | 02:56 |
 | Spirit Vessel | 22 | 28.95% | 50.0 | 54.55% | -4.71% | +12.12% | +5.45% | -1.55% | 15:06 | 10:05 | 12:44 | 13:25 | 17:03 | 22:31 | 04:19 | 03:11 |
 | Chainmail | 3 | 3.95% | 47.4 | 100.00% | +43.84% | 0.00% | 0.00% | 0.00% | 17:54 | 15:41 | 15:41 | 18:23 | 19:37 | 19:37 | 03:56 | 02:54 |
 | Mekansm | 3 | 3.95% | 44.7 | 100.00% | +43.84% | 0.00% | 0.00% | 0.00% | 19:49 | 18:08 | 18:08 | 18:23 | 22:57 | 22:57 | 04:49 | 03:34 |
 | Aether Lens | 10 | 13.16% | 42.1 | 60.00% | +2.42% | -60.00% | -10.00% | 0.00% | 23:00 | 13:50 | 15:42 | 19:14 | 23:44 | 43:42 | 08:02 | 05:57 |
 | Linken's Sphere | 8 | 10.53% | 39.5 | 62.50% | +5.15% | -12.50% | -62.50% | 0.00% | 35:30 | 32:35 | 34:43 | 35:48 | 36:07 | 37:39 | 01:24 | 01:02 |
 | Aghanim's Shard | 18 | 23.68% | 36.8 | 44.44% | -17.63% | -4.44% | +30.56% | 3.87% | 33:53 | 23:52 | 28:51 | 34:06 | 37:54 | 45:00 | 09:03 | 06:42 |
 | Refresher Orb | 12 | 15.79% | 34.2 | 50.00% | -9.38% | +16.67% | -16.67% | 0.00% | 42:26 | 31:02 | 36:41 | 40:32 | 47:06 | 52:06 | 10:25 | 07:42 |
 | Hood of Defiance | 2 | 2.63% | 31.6 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 15:25 | 14:38 | 14:38 | 16:11 | 16:11 | 16:11 | 01:33 | 01:08 |
 | Soul Ring | 2 | 2.63% | 28.9 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 22:25 | 20:09 | 20:09 | 24:41 | 24:41 | 24:41 | 04:32 | 03:21 |
 | Pipe of Insight | 2 | 2.63% | 26.3 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 19:41 | 18:40 | 18:40 | 20:41 | 20:41 | 20:41 | 02:01 | 01:29 |
 | Quelling Blade | 2 | 2.63% | 23.7 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.63% | 21.1 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 45:23 | 43:39 | 43:39 | 47:07 | 47:07 | 47:07 | 03:28 | 02:34 |
 | Force Staff | 3 | 3.95% | 18.4 | 66.67% | +9.14% | +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 | 3.95% | 15.8 | 66.67% | +9.14% | +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 | 1.32% | 13.2 | 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 |
 | Blight Stone | 1 | 1.32% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.32% | 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 | 2.63% | 5.3 | 50.00% | -8.11% | -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 | 1.32% | 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 |