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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 | |
 | Blink Dagger | 33 | 86.84% | 100.0 | 63.64% | +43.64% | +11.36% | -1.14% | -3.57% | 17:45 | 12:59 | 15:30 | 17:36 | 19:00 | 23:39 | 03:30 | 02:35 |
 | Black King Bar | 27 | 71.05% | 97.4 | 62.96% | +17.51% | +8.47% | -5.82% | -2.33% | 28:54 | 19:47 | 25:27 | 28:19 | 31:35 | 36:19 | 06:08 | 04:32 |
 | Quelling Blade | 35 | 92.11% | 94.7 | 60.00% | +26.67% | -4.44% | -15.56% | -11.12% | 01:28 | -01:29 | 00:34 | 00:57 | 01:22 | 09:30 | 00:48 | 00:35 |
 | Boots of Speed | 38 | 100.00% | 92.1 | 57.89% | +57.89% | +22.11% | -2.33% | -8.38% | 04:57 | 01:57 | 03:12 | 05:25 | 06:07 | 08:50 | 02:55 | 02:09 |
 | Chainmail | 38 | 100.00% | 89.5 | 57.89% | +57.89% | +2.11% | -2.33% | -0.81% | 09:22 | 01:57 | 05:55 | 09:52 | 11:22 | 20:53 | 05:27 | 04:02 |
 | Phase Boots | 38 | 100.00% | 86.8 | 57.89% | +57.89% | +12.11% | -13.45% | -5.94% | 10:52 | 06:04 | 08:20 | 11:14 | 12:38 | 20:53 | 04:18 | 03:11 |
 | Stout Shield | 38 | 100.00% | 84.2 | 57.89% | +57.89% | +22.11% | -2.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Soul Ring | 32 | 84.21% | 81.6 | 59.38% | +9.38% | -9.38% | +3.12% | 2.67% | 08:21 | 02:49 | 05:07 | 08:43 | 09:48 | 22:47 | 04:41 | 03:28 |
 | Vladmir's Offering | 11 | 28.95% | 78.9 | 72.73% | +20.88% | -6.06% | -6.06% | 0.00% | 22:06 | 10:59 | 14:44 | 21:36 | 24:31 | 40:28 | 09:47 | 07:14 |
 | Desolator | 13 | 34.21% | 76.3 | 69.23% | +17.23% | -2.56% | -2.56% | 0.00% | 31:41 | 17:19 | 23:50 | 32:16 | 36:18 | 43:36 | 12:28 | 09:14 |
 | Magic Wand | 27 | 71.05% | 73.7 | 59.26% | +4.71% | +12.17% | -16.40% | -4.66% | 11:14 | 04:47 | 06:55 | 10:57 | 13:03 | 25:55 | 06:08 | 04:32 |
 | Magic Stick | 34 | 89.47% | 71.1 | 55.88% | -19.12% | -22.55% | +31.62% | 11.17% | 05:11 | 00:50 | 02:06 | 03:06 | 06:57 | 20:19 | 04:51 | 03:35 |
 | Bottle | 8 | 21.05% | 68.4 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 04:20 | 01:17 | 02:10 | 04:53 | 05:08 | 06:24 | 02:58 | 02:11 |
 | Blight Stone | 16 | 42.11% | 65.8 | 62.50% | +7.95% | +12.50% | -12.50% | -1.82% | 30:15 | 11:08 | 22:33 | 31:34 | 36:18 | 39:02 | 13:45 | 10:11 |
 | Morbid Mask | 14 | 36.84% | 63.2 | 64.29% | +10.12% | -14.29% | +2.38% | 2.06% | 23:58 | 10:59 | 16:50 | 20:39 | 24:55 | 52:26 | 08:05 | 05:59 |
 | Ring of Protection | 13 | 34.21% | 60.5 | 61.54% | +5.54% | +5.13% | +5.13% | 0.00% | 18:20 | 01:08 | 09:00 | 19:07 | 24:28 | 39:25 | 15:28 | 11:27 |
 | Ring of Basilius | 13 | 34.21% | 57.9 | 61.54% | +5.54% | +5.13% | -28.21% | -2.87% | 20:48 | 06:46 | 12:55 | 19:37 | 24:31 | 39:25 | 11:36 | 08:35 |
 | Bracer | 20 | 52.63% | 55.3 | 55.00% | -6.11% | +25.00% | +5.00% | -3.55% | 09:01 | 02:31 | 05:38 | 09:04 | 11:16 | 15:14 | 05:38 | 04:10 |
 | Aghanim's Scepter | 5 | 13.16% | 52.6 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 38:10 | 24:20 | 24:20 | 40:23 | 42:36 | 45:11 | 18:16 | 13:31 |
 | Assault Cuirass | 2 | 5.26% | 50.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 41:21 | 39:14 | 39:14 | 43:28 | 43:28 | 43:28 | 04:14 | 03:08 |
 | Void Stone | 3 | 7.89% | 47.4 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 60:52 | 43:09 | 43:09 | 1:09:18 | 1:10:08 | 1:10:08 | 26:59 | 19:59 |
 | Pipe of Insight | 3 | 7.89% | 44.7 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 23:38 | 16:15 | 16:15 | 24:11 | 30:27 | 30:27 | 14:12 | 10:31 |
 | Headdress | 3 | 7.89% | 42.1 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 22:41 | 15:40 | 15:40 | 22:13 | 30:10 | 30:10 | 14:30 | 10:44 |
 | Hood of Defiance | 3 | 7.89% | 39.5 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 22:22 | 16:15 | 16:15 | 20:41 | 30:09 | 30:09 | 13:54 | 10:17 |
 | Ring of Health | 4 | 10.53% | 36.8 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 33:52 | 15:37 | 15:37 | 20:27 | 30:08 | 1:09:17 | 14:31 | 10:45 |
 | Wind Lace | 4 | 10.53% | 34.2 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 24:20 | 13:34 | 13:34 | 16:22 | 30:17 | 37:05 | 16:43 | 12:22 |
 | Sange | 1 | 2.63% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Satanic | 1 | 2.63% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.63% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.63% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:18 | 54:18 | 54:18 | 54:18 | 54:18 | 54:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.63% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:57 | 53:57 | 53:57 | 53:57 | 53:57 | 53:57 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 5.26% | 18.4 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | -00:04 | -01:29 | -01:29 | 01:21 | 01:21 | 01:21 | 02:50 | 02:05 |
 | Solar Crest | 2 | 5.26% | 15.8 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 31:41 | 24:43 | 24:43 | 38:38 | 38:38 | 38:38 | 13:55 | 10:18 |
 | Force Staff | 2 | 5.26% | 13.2 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 45:46 | 45:22 | 45:22 | 46:10 | 46:10 | 46:10 | 00:48 | 00:35 |
 | Medallion of Courage | 3 | 7.89% | 10.5 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 29:43 | 21:22 | 21:22 | 30:43 | 37:05 | 37:05 | 15:43 | 11:38 |
 | Refresher Orb | 1 | 2.63% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.63% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.63% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:59 | 1:25:59 | 1:25:59 | 1:25:59 | 1:25:59 | 1:25:59 | 00:00 | 00:00 |